Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
Download Artificial Intelligence, Cognition, and Robotics
Document related concepts
no text concepts found
Transcript
Artificial Intelligence, Cognition, and Robotics Here all links to books and articles in proprietary digital libraries are “local” – each link will work on any campus with legitimate (level of) access to those libraries. The links to open-access items will work everywhere. For a more comfortable library visit, use Google Chrome and, while you are scrolling through the titles, always right-click on the selected item’s link to “Open link in new tab” – after you close the new tab, your cursor will be where you right-clicked. This section of the library was updated on 29 June 2015. For more information, right-click on: http://competitive-learning.org/Notes.pdf This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License (available at: http://creativecommons.org/licenses/by-nc-nd/3.0/). This work is free for personal and classroom use as is; you may not use this work for commercial purposes. Professor Joseph Vaisman Department of Computer Science and Engineering, NYU-Poly [email protected] Table of Contents Introduction to AI AI Programming: LISP AI Programming: Prolog On Our Best Behaviour The Manifest Destiny of Artificial Intelligence MT and Computational Linguistics Neural Networks Self-Organizing Maps Vagueness Fuzzy Sets and Fuzzy Logic Lofti A. Zadeh – Then and Now Rough Sets Uncertainty in AI Preferences and Decision-Making in AI Statistics and AI: Bayesian Networks Statistics and AI: MLE Statistics and AI: Statistical Learning Theory Evolutionary Computation Machine Learning Computational Intelligence Debates in AI: the Turing Test Debates in AI: the Chinese Room Argument Debates in AI: the CRA Continues Debates in AI: The Emperor’s New Mind Debates in AI: Singularity Hypotheses Thoughts, Ideas, Opinions, and Surveys AI and Game Theory Argumentation in AI Asimov’s Laws, Humanlike Robots, and Ethics Robotics History of AI Cognition Cognitive Architecture Embodied Cognition What Can AI Get from Neuroscience? Legal Matters Reference Material Additional Web Resources Online Periodicals – Directly Odds & Ends Introduction to AI ====================== ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The Manifest Destiny of Artificial Intelligence Brian Hayes American Scientist, Volume 100, Number 4 (July-August 2012) http://dx.doi.org/10.1511/2012.97.282 Computing Machinery and Intelligence A. M. Turing Mind, New Series, Volume 59, Number 236 (October 1950) http://cogprints.org/499/ http://dx.doi.org/10.1093/mind/LIX.236.433 Artificial Intelligence Tutorial Review Eyal Reingold and Jonathan Nightingale http://psych.utoronto.ca/users/reingold/courses/ai/ On our best behavior Hector J. Levesque Artificial Intelligence, Volume 212 (July 2014) http://www.cs.toronto.edu/~hector/Papers/ http://dx.doi.org/10.1016/j.artint.2014.03.007 What is Artificial Intelligence? http://www-formal.stanford.edu/jmc/whatisai/ Artificial Intelligence – A Conversation with John McCarthy (March 1989) http://www.youtube.com/watch?v=Ozipf13jRr4 John McCarthy, Professor Emeritus of Computer Science, Stanford University http://www-formal.stanford.edu/jmc/ Wikipedia: http://en.wikipedia.org/wiki/John_McCarthy_(computer_scien tist) Artificial Intelligence: Foundations of Computational Agents David Poole and Alan Makworth Cambridge University Press, 2010, ISBN 9780511794797 http://www.cs.ubc.ca/~poole/aibook/index.html http://dx.doi.org/10.1017/CBO9780511794797 AI in the 21st Century – With Historical Reflections Max Lungarella, Fumia Lida, Josh C. Bongard, and Rolf Pfeifer http://dx.doi.org/10.1007/978-3-540-77296-5_1 Fifty Years of AI: From Symbols to Embodiment – and Back Luc Steels http://dx.doi.org/10.1007/978-3-540-77296-5_3 2006: Celebrating 75 Years of AI – History and Outlook: The Next 25 Years Jurgen Schmidhuber http://dx.doi.org/10.1007/978-3-540-77296-5_4 What Can AI Get from Neuroscience? Steve M. Potter http://dx.doi.org/10.1007/978-3-540-77296-5_17 Tests of Machine Intelligence Shane Legg and Marcus Hutter http://dx.doi.org/10.1007/978-3-540-77296-5_22 50 Years of Artificial Intelligence: Essays Dedicated to the 50th Anniversary of Artificial Intelligence Max Lungarella, Fumiya Iida, Josh Bongard, and Rolf Pfeifer (Editors) Springer, 2007, ISBN 978-3-540-77296-5, LNCS 4850 http://dx.doi.org/10.1007/978-3-540-77296-5 The Quest for Artificial Intelligence: A History of Ideas and Achievements Nils J. Nilsson Cambridge University Press, 2010, ISBN 9780511819346 http://dx.doi.org/10.1017/CBO9780511819346 Errata http://ai.stanford.edu/~nilsson/QAI/qai-webpage.html Nils J. Nilsson Website http://robotics.stanford.edu/~nilsson/ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Artificial Dreams: The Quest for Non-Biological Intelligence H. R. Ekbia Cambridge University Press, 2008, 9780511802126 http://dx.doi.org/10.1017/CBO9780511802126 Artificial intelligence: an empirical science Herbert A. Simon http://dx.doi.org/10.1016/0004-3702(95)00039-H Artificial Intelligence, Volume 77, Number 1 (August 1995) Wikipedia: http://en.wikipedia.org/wiki/Herbert_A._Simon Artificial Intelligence Illuminated Ben Coppin Jones and Bartlett, 2004, ISBN 9780763732301 **** Login to books24X7 digital library and search on the ISBN number above *************************************** Artificial Intelligence in the 21st Century: A Living Introduction Stephen Lucci and Danny Kopec Mercury Learning, 2013, ISBN 9781936420230 **** Login to books24X7 digital library and search on the ISBN number above *************************************** Artificial Intelligence Problems and Their Solutions Danny Kopec, Shweta Shetty, and Christopher Pileggi Mercury Learning, 2014, 9781938549830 **** Login to books24X7 digital library and search on the ISBN number above *************************************** The Cambridge Handbook of Artificial Intelligence Keith Frankish and William M. Ramsey (Editors) Cambridge University Press, 2014, ISBN 9781139046855 http://dx.doi.org/10.1017/CBO9781139046855 The Challenge and Promise of Artificial Intelligence Dr. Eric Horvitz (Microsoft) and Dr. Peter Norvig (Google) (November 2011) http://www.youtube.com/watch?v=VxF841qbLfs Introduction to Artificial Intelligence Wolfgang Ertel Springer, 2011, ISBN 978-0-85729-299-5 http://dx.doi.org/10.1007/978-0-85729-299-5 Why Greatness Cannot Be Planned: The Myth of the Objective Kenneth O. Stanley and Joel Lehman Springer, 2015, ISBN 978-3-319-15524-1 http://dx.doi.org/10.1007/978-3-319-15524-1 The Man Who Would Teach Machines to Think James Somers The Atlantic (November 2013) http://www.theatlantic.com/magazine/archive/2013/11/theman-who-would-teach-machines-to-think/309529/ Noam Chomsky on Where Artificial Intelligence Went Wrong Yarden Katz The Atlantic (November 2012) http://www.theatlantic.com/technology/archive/2012/11/noa m-chomsky-on-where-artificial-intelligence-wentwrong/261637/ What Is Artificial Intelligence? Jack Copeland AlanTuring.net – Reference Articles on Turing http://www.alanturing.net/turing_archive/pages/Reference%2 0Articles/What%20is%20AI.html Website of Jack Copeland http://www.saps.canterbury.ac.nz/phil/people/copeland.shtml Wikipedia: http://en.wikipedia.org/wiki/Jack_Copeland What is Artificial Intelligence? Psychometric AI as an Answer Selmer Bringsjord and Bettina Schimanski Proceedings of International Joint Conferences on Artificial Intelligence, IJCAI-03 http://ijcai.org/Past%20Proceedings/IJCAI-2003/PDF/128.pdf Online Library, Psychometric AI http://rair.cogsci.rpi.edu/pai/library/ Why Minds Are Not Like Computers Ari N. Shulman The New Atlantis (Winter 2009) http://www.thenewatlantis.com/publications/why-minds-arenot-like-computers Why People Think Computers Can’t? http://web.media.mit.edu/~minsky/papers/ComputersCantThi nk.txt A Framework for Representing Knowledge http://web.media.mit.edu/~minsky/papers/Frames/frames.ht ml Marvin Minsky Website http://web.media.mit.edu/~minsky/ Wikipedia: http://en.wikipedia.org/wiki/Marvin_Minsky The Sciences of the Artificial, Third Edition Herbert A. Simon MIT Press, 1996 http://courses.washington.edu/thesisd/documents/Kun_Herbe rt%20Simon_Sciences_of_the_Artificial.pdf Back to the Table of Contents ======================================= AI Programming: LISP =================== The Art of Lisp Programming Robin Jones, Clive Maynard, and Ian Stewart Springer, 1990, ISBN 978-1-4471-1719-3 http://dx.doi.org/10.1007/978-1-4471-1719-3 Educational Resources (books, etc.) http://franz.com/resources/educational_resources/ Franz Inc. http://franz.com/ LISP, Lore, and Logic: An Algebraic View of LISP Programming, Foundations, and Applications W. Richard Stark Springer, 1990, ISBN 978-1-4613-8931-6 http://dx.doi.org/10.1007/978-1-4613-8931-6 Logic Programming with Prolog, Second Edition Max Bramer Springer, 2013, ISBN 978-1-4471-5487-7 http://dx.doi.org/10.1007/978-1-4471-5487-7 On Lisp: Advanced Techniques for Common Lisp Paul Graham Prentice Hall, 1993 http://www.paulgraham.com/onlisp.html Practical Common Lisp Peter Seibel Springer, 2005, ISBN 978-1-4302-0017-8 http://www.gigamonkeys.com/book/ http://dx.doi.org/10.1007/978-1-4302-0017-8 Structure and Interpretation of Computer Programs, Second Edition Harold Abelson and Gerald Jay Sussman, with Julie Sussman MIT Press, 1996 https://mitpress.mit.edu/sicp/full-text/book/book.html Structure & Interpretation of Computer Programs Harold Abelson and Gerald Jay Sussman Lecture 1A – Overview: Introduction to Lisp http://www.youtube.com/watch?v=2Op3QLzMgSY Lecture 1B – Procedures & Processes: Substitution Model http://www.youtube.com/watch?v=dlbMuv-jix8 Resources for Functional Programming Jim Bender http://www.readscheme.org/ Collection of Lisp / Scheme Books and online resources Bill Bradford http://www.lispmachine.net/ Collection of Lisp / Scheme Books and online resources Paul Graham http://www.paulgraham.com/lisp.html Back to the Table of Contents ======================================= AI Programming: Prolog ================= The Art in Artificial Intelligence (Chapter 1) http://dx.doi.org/10.1007/3-540-47938-4_1 Agent-Oriented Programming: From Prolog to Guarded Definite Clauses Matthew M. Huntbach and Graem A. Ringwood Springer, 1999, ISBN 978-3-540-47938-3, LNAI 1630 http://dx.doi.org/10.1007/3-540-47938-4 Clause and Effect: Prolog Programming for the Working Programmer William F. Clocksin Springer, 1997, ISBN 978-3-642-58274-5 http://dx.doi.org/10.1007/978-3-642-58274-5 Language Processing with Perl and Prolog: Theories, Implementation, and Application; Second Edition Pierre M. Nugues Springer, 2014, ISBN 978-3-642-41464-0 http://dx.doi.org/10.1007/978-3-642-41464-0 Programming in Prolog, Fifth Edition W.F. Clocksin and C.S. Mellish Springer, 2003, ISBN 978-3-642-55481-0 http://dx.doi.org/10.1007/978-3-642-55481-0 Back to the Table of Contents ======================================= On Our Best Behaviour ================== On our best behavior Hector J. Levesque Artificial Intelligence, Volume 212 (July 2014) *** see under Miscellaneous **************** http://www.cs.toronto.edu/~hector/Papers/ http://dx.doi.org/10.1016/j.artint.2014.03.007 DBLP: http://www.informatik.unitrier.de/~ley/pers/hd/l/Levesque:Hector_J=.html Precision-focused Textual Inference D. G. Bobrow, C. Condoravdi, R. Crouch, V. de Pavia, L. Karttunen, T. H. King, R. Nairn, L. Price, and A. Zaenen Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing, RTE ‘07 http://dl.acm.org/citation.cfm?id=1654541 Mind vs. Machine Brian Christian **** Excerpted from the author’s book “The Most Human Human” **** Atlantic Magazine (March 2011) http://www.theatlantic.com/magazine/print/2011/03/mind-vsmachine/8386/ The Most Human Human: What Artificial Intelligence Teaches Us About Being Alive Brian Christian Santa Fe Institute (February 2012) http://www.youtube.com/watch?v=8Zs-GQ-ECLs Reasoning from incomplete knowledge Allan Collins, Eleanor H. Warnock, Nelleke Aiello, and Mark L. Miller Bolt, Beranek and Newman Inc. (March 1975) http://eric.ed.gov/?id=ED104401 The PASCAL Recognising Textual Entailment Challenge Ido Dagan, Oren Glickman, and Bernardo Magnini http://dx.doi.org/10.1007/11736790_9 Machine Learning Challenges: Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment; MLCW 2005 Joaquin Quinonero-Candela, Ido Dagan, Bernardo Magnini, And Florence d’Alche-Buc (Editors) Springer, 2006, ISBN 978-3-540-33428-6 http://dx.doi.org/10.1007/11736790 Making Believers out of Computers Hector J. Levesque Artificial Intelligence, Volume 30, Number 1 (October 1986) http://dx.doi.org/10.1016/0004-3702(86)90068-8 Logic and the complexity of reasoning Hector J. Levesque Journal of Philosophical Logic, Volume 17, Number 4 (November 1988) http://dx.doi.org/10.1007/BF00297511 Is it Enough to Get the Behaviour Right? Hector J. Levesque Proceedings of International Joint Conferences on Artificial Intelligence, IJCAI-09 http://ijcai.org/papers09/Papers/IJCAI09-241.pdf The Winograd Schema Challenge Hector J. Levesque, Ernest Davis, and Leora Morgenstern Thirteenth International Conference on the Principles of Knowledge Representation and Reasoning, KR-2012 http://www.aaai.org/ocs/index.php/KR/KR12/paper/view/4492 Programs with Common Sense John McCarthy (1959) http://www-formal.stanford.edu/jmc/mcc59/mcc59.html Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning Melissa Roemmele, Cosmin Adrian Bejan, and Andrew S. Gordon AAAI Spring Symposium on Logical Foundations of Commonsense Reasoning, 2011 http://people.ict.usc.edu/~gordon/copa.html Commonsense Reasoning: An Event Calculus Based Approach, Second Edition Erik T. Mueller Elsevier, 2015, ISBN 978-0-12-801416-5 http://www.sciencedirect.com/science/book/9780128014165 Common Sense, Reasoning, and Rationality Renee Elio (Editor) Oxford University Press, 2002, ISBN 9780195147667 http://dx.doi.org/10.1093/0195147669.001.0001 Computing Machinery and Intelligence A. M. Turing Mind, New Series, Volume 59, Number 236 (October 1950) http://cogprints.org/499/ http://dx.doi.org/10.1093/mind/LIX.236.433 CAPTCHA: Using Hard AI Problems for Security Luis von Ahn, Manuel Blum, Nicholas J. Hopper, and John Langford http://dx.doi.org/10.1007/3-540-39200-9_18 Advances in Cryptology – EUROCRYPT 2003 Eli Biham (Editor) Springer, 2003, ISBN 978-3-540-39200-2, LNCS 2656 http://dx.doi.org/10.1007/3-540-39200-9 ELIZA – A Computer Program For the Study of Natural Language Communication Between Man And Machine Joseph Weizenbaum Communications of the ACM, Volume 9, Number 1 (January 1966) http://dx.doi.org/10.1145/365153.365168 Understanding Natural Language Terry Winograd Cognitive Psychology, Volume 3, Number 1 (January 1972) http://dx.doi.org/10.1016/0010-0285(72)90002-3 What Does It Mean to Understand Language? Terry Winograd Cognitive Science, Volume 4, Number 3 (July 1980) http://dx.doi.org/10.1016/S0364-0213(80)80003-6 http://dx.doi.org/10.1207/s15516709cog0403_1 Knowledge Representation and Reasoning Ronald J. Brachman and Hector J. Levesque (2003) http://rair.cogsci.rpi.edu/pai/library/brachmanbook7-17-03.pdf Back to the Table of Contents ======================================= The Manifest Destiny of Artificial Intelligence ================= This shelf contains links to the original article and items in its bibliography, and links to additional relevant and useful items. The Manifest Destiny of Artificial Intelligence Brian Hayes American Scientist, Volume 100, Number 4 (July-August 2012) http://dx.doi.org/10.1511/2012.97.282 On Computing column and book reviews http://www.americanscientist.org/issues/issue_byAuthor_list.a spx?authorID=6660&pageID=1 Website http://bit-player.org/ A Statistical Approach to Machine Translation Peter F. Brown, et al. http://www.aclweb.org/anthology-new/J/J90/J90-2002.pdf Computational Linguistics, Volume 16, Number 2 (June 1990) http://www.aclweb.org/anthology-new/J/J90/ DBLP: http://www.informatik.unitrier.de/~ley/db/indices/a-tree/b/Brown:Peter_F=.html Search needs a shake-up Oren Etzioni Nature, Volume 476, Issue 7358 (04 August 2011) http://dx.doi.org/10.1038//476025a Oren Etzioni Website http://ai.cs.washington.edu/people/oren-etzioni Some Challenges and Grand Challenges for Computational Intelligence Edward A. Feigenbaum Journal of the ACM, Volume 50, Number 1 (January 2003) http://dx.doi.org/10.1145/602382.602400 Wikipedia: http://en.wikipedia.org/wiki/Edward_Feigenbaum The Smartest Machine on Earth https://www.youtube.com/watch?v=tAzeGkuQmUU JEOPARDY! The IBM Challenge https://www.youtube.com/watch?v=P0Obm0DBvwI What is Watson? http://www-03.ibm.com/innovation/us/watson/what-iswatson/index.html What’s next for Watson? http://www-03.ibm.com/innovation/us/watson/ Final Jeopardy! And the Future of Watson, Panel Discussion @ TED http://www.ted.com/webcast/archive/event/ibmwatson A Computer Called Watson (David Ferrucci, November 2011) http://www.youtube.com/watch?v=ZvbWyREkMkw Building Watson: An Overview of the DeepQA Project David Ferrucci, et al. http://aaai.org/ojs/index.php/aimagazine/article/view/2303 Special Issue on Question Answering AI Magazine, Volume 31, Number 3 (Fall 2010) http://aaai.org/ojs/index.php/aimagazine/issue/view/191/sho wToc Watson: Beyond Jeopardy! David Ferrucci, Anthony Levas, Sugato Bagchi, David Gondek, and Erik T. Mueller Artificial Intelligence, Volumes 199-200 (June-July 2013) http://dx.doi.org/10.1016/j.artint.2012.06.009 David Ferrucci – IBM Research http://researcher.watson.ibm.com/researcher/view.php?perso n=us-ferrucci Wikipedia: http://en.wikipedia.org/wiki/Watson_(computer) Baseball: an automatic question-answerer Bert F. Green, Jr., et al. Proceedings of the Western Joint IRE-AIEE-ACM Computer Conference ’61 (May 9-11, 1961) Pages 219-224 http://dx.doi.org/10.1145/1460690.1460714 Machine Translation: Past, Present, Future John Hutchins Ellis Horwood, 1986, ISBN 0-85312-788-3 ********* Some chapters online *********** http://www.hutchinsweb.me.uk/PPF-TOC.htm Machine Translation Archive http://www.mt-archive.info/ Website http://www.hutchinsweb.me.uk/ Machines Who Think: A Personal Inquiry into the History and Prospects of Artificial Intelligence Pamela McCorduck A K Peters, 2004, ISBN 9781568812052 **** Login to books24X7 digital library and search on the ISBN number above *************************************** The Quest for Artificial Intelligence: A History of Ideas and Achievements Nils J. Nilsson Cambridge University Press, 2010, ISBN 9780511819346 http://dx.doi.org/10.1017/CBO9780511819346 Nils J. Nilsson Website http://robotics.stanford.edu/~nilsson/ Steps toward Artificial Intelligence Marvin Minsky Proceedings of the IRE, Volume 49, Number 1 (January 1961) http://dx.doi.org/10.1109/JRPROC.1961.287775 Smart Machines The Third Culture, 1995 http://www.edge.org/documents/ThirdCulture/p-Ch.8.html Wikipedia: http://en.wikipedia.org/wiki/Nils_Nilsson_(researcher) Some Studies in Machine Learning Using the Game of Checkers A. L. Samuel IBM Journal of Research and Development, Volume 3, Number 3 (July 1959) http://dx.doi.org/10.1147/rd.33.0210 A L Samuel – AI and games pioneer http://www.i-programmer.info/history/people/669-a-l-samuelai-and-games-pioneer.html Blondie24: Playing at the Edge of AI David B. Fogel Elsevier, 2002, ISBN 978-1-55860-783-5 http://www.sciencedirect.com/science/book/9781558607835 Go-bot, go Jonathan Schaeffer, Martin Muller, and Akihiro Kishimoto IEEE Spectrum, Volume 51, Number 7 (July 2014) http://dx.doi.org/10.1109/MSPEC.2014.6840803 A Gamut of Games Jonathan Schaeffer AI Magazine, Volume 22, Number 3 (Fall 2001) http://dx.doi.org/10.1609/aimag.v22i3.1570 Checkers Is Solved Jonathan Schaeffer et al Science, Volume 317, Number 5844 (September 14, 2007) http://dx.doi.org/10.1126/science.1144079 Home Page of Jonathan Schaeffer http://webdocs.cs.ualberta.ca/~jonathan/index.html One Jump Ahead: Computer Perfection at Checkers, Revised Edition Jonathan Schaeffer Springer, 2009, ISBN 978-0-387-76576-1 http://dx.doi.org/10.1007/978-0-387-76576-1 The Hitchhiker’s Guide to the Galaxy Douglas Adams, 1979 The Babel Fish, Movie clip http://www.youtube.com/watch?v=qucf2-ltFMo The Babel Fish, Chapter 6, Pages 59-61 (or 58-60) http://www.youtube.com/watch?v=p5mWQFGF7w8 Wikipedia: http://en.wikipedia.org/wiki/Douglas_Adams Knowledge Representation, Reasoning, and the Design of Intelligent Agents: The Answer-Set Programming Approach Michael Gelfond and Yulia Kahl Cambridge University Press, 2014, ISBN 9781139342124 http://dx.doi.org/10.1017/CBO9781139342124 Handbook of Knowledge Representation Frank van Harmelen, Vladimir Lifschitz, and Bruce Porter (Editors) Elsevier, 2008, ISBN 978-0-444-52211-5 http://www.sciencedirect.com/science/bookseries/15746526/ 3 Computational Logic and Human Thinking Robert Kowalski Cambridge University Press, 2011, ISBN 9780521123365 http://dx.doi.org/10.1017/CBO9780511984747 Website of Robert Kowalski (contains his book “Logic for Problem Solving”, North-Holland, 1979) http://www.doc.ic.ac.uk/~rak/ Wikipedia: http://en.wikipedia.org/wiki/Robert_Kowalski Chapter 1 The Game of Chess Herbert A. Simon and Jonathan Schaeffer http://dx.doi.org/10.1016/S1574-0005(05)80004-9 Handbook of Game Theory: With Economic Applications, Volume 1 Elsevier, 1992, ISBN 978-0-444-88098-7 Beyond Deep Blue: Chess in the Stratosphere Monty Newborn Springer, 2011, ISBN 978-0-85729-340-4 http://dx.doi.org/10.1007/978-0-85729-341-1 Chess Programming Wiki http://chessprogramming.wikispaces.com/ Perception in Chess William G. Chase and Herbert A. Simon Cognitive Psychology, Volume 4, Number 1 (January 1973) http://dx.doi.org/10.1016/0010-0285(73)90004-2 Templates in Chess Memory: A Mechanism for Recalling Several Boards Fernand Gobet and Herbert A. Simon Cognitive Psychology, Volume 31, Number 1 (August 1990) http://dx.doi.org/10.1006/cogp.1996.0011 Five Seconds or Sixty? Presentation Time in Expert Memory Fernand Gobet and Herbert A. Simon Cognitive Science, Volume 24, Number 4 (October-December 2000) http://dx.doi.org/10.1016/S0364-0213(00)00031-8 http://dx.doi.org/10.1207/s15516709cog2404_4 Intuitions without concepts lose the game: mindedness in the art of chess Barbara Montero and C. D. A. Evans Phenomenology and the Cognitive Sciences, Volume 10, Number 2 (June 2011) http://dx.doi.org/10.1007/s11097-010-9192-9 Concepts without intuition lose the game: commentary on Montero and Evans (2011) Fernand Gobet Phenomenology and the Cognitive Sciences, Volume 11, Number 2 (June 2012) http://dx.doi.org/10.1007/s11097-011-9246-7 50 Years of Artificial Intelligence: Essays Dedicated to the 50th Anniversary of Artificial Intelligence Max Lungarella, Fumiya Iida, Josh Bongard, and Rolf Pfeifer (Editors) Springer, 2007, ISBN 978-3-540-77296-5, LNCS 4850 http://dx.doi.org/10.1007/978-3-540-77296-5 Beyond Artificial Intelligence: The Disappearing Human-Machine Divide Jan Romporti, Eva Zackova, and Josef Kelemen (Editors) Springer, 2015, ISBN 978-3-319-09668-1 http://dx.doi.org/10.1007/978-3-319-09668-1 Beyond Artificial Intelligence toward Engineered Psychology Stevo Bozinovski and Liljana Bozinovska http://dx.doi.org/10.1007/978-3-642-03978-2_16 Paradox in AI – AI 2.0: The Way to Machine Consciousness Peter Palensky, Dietmar Bruckner, Anna Tmej, and Tobias Deutsch http://dx.doi.org/10.1007/978-3-642-03978-2_18 IT Revolutions: First International ICST Conference 2008, Revised Selected Papers Mihaela Ulieru, Peter Palensky, and Rene Doursat (Editors) Springer, 2009, ISBN 978-3-642-03977-5 http://dx.doi.org/10.1007/978-3-642-03978-2 Bio-Inspired Computing and Networking Yang Xiao (Editor) CRC Press, 2011, ISBN 978-1-420-8033-9 http://dx.doi.org/10.1201/b10781 Swarm Intelligence and Bio-Inspired Computation: Theory and Applications Xin-She Yang, Zhihua Cui, Renbin Xiao, Amir Hossein Gandomi, and Mehmet Karamanoglu (Editors) Elsevier, 2013, ISBN 978-0-12-405163-8 http://www.sciencedirect.com/science/book/9780124051638 Advances in Bio-Inspired Computing for Combinatorial Optimization Problems Camelia-Mihaela Pintea Springer, 2014, ISBN 978-3-642-40179-4 http://dx.doi.org/10.1007/978-3-642-40179-4 Nature-Inspired Optimization Algorithms Xin-She Yang Elsevier, 2014, ISBN 978-0-12-416743-8 http://www.sciencedirect.com/science/book/9780124167438 Cuckoo Search and Firefly Algorithm: Theory and Applications Xin-She Yang (Editor) Springer, 2014, ISBN 978-3-319-02141-6 http://dx.doi.org/10.1007/978-3-319-02141-6 The Triumph of Rationality Michael Wooldridge IEEE Intelligent Systems, Volume 27, Number 1 (January-February 2012) Pages 60-64 http://dx.doi.org/10.1109/mis.2012.20 Computation and the Prisoner’s Dilemma Michael Wooldridge IEEE Intelligent Systems, Volume 27, Number 2 (March-April 2012) http://dx.doi.org/10.1109/mis.2012.30 Cooperative Game Theory: Basic Concepts and Computational Challenges Georgios Chalkiadakis, Edith Elkind, and Michael Wooldridge IEEE Intelligent Systems, Volume 27, Number 3 (May-June 2012) http://dx.doi.org/10.1109/mis.2012.47 Does Game Theory Work? Michael Wooldridge IEEE Intelligent Systems, Volume 27, Number 6 (November-December 2012) http://dx.doi.org/10.1109/mis.2012.108 Theory of Conditional Games Wynn C. Sterling Cambridge University Press, 2012, ISBN 9780511996450 http://dx.doi.org/10.1017/CBO9780511996450 Back to the Table of Contents ======================================= MT and Computational Linguistics ========= Machine Translation: Its Scope and Limits Yorick Wilks Springer, 2009, ISBN 978-0-387-72774-5 http://dx.doi.org/10.1007/978-0-387-72774-5 Professor Yorick Wilks, Oxford University – Publications & Webcasts http://www.oii.ox.ac.uk/people/?id=31 Wikipedia: http://en.wikipedia.org/wiki/Yorick_Wilks Statistical Machine Translation Adam Lopez ACM Computing Surveys, Volume 40, Number 3 (August 2008) http://dx.doi.org/10.1145/1380584.1380586 Adam Lopez Home Page http://www.cs.jhu.edu/~alopez/ Statistical Machine Translation Enhancements through Linguistic Levels: A Survey Marta R. Costa-Jussa and Mireia Farrus ACM Computing Surveys, Volume 46, Number 3 (January 2014) http://dx.doi.org/10.1145/2518130 Statistical Machine Translation Philipp Koehn Cambridge University Press, 2009, ISBN 9780511815829 http://dx.doi.org/10.1017/CBO9780511815829 Learning to Translate: A Statistical and Computational Analysis Marco Turchi, Tijl De Bie, Cyril Goutte, and Nello Cristianini Advances in Artificial Intelligence, Volume 2012 (2012), Article ID 484580, 15 pages http://dx.doi.org/10.1155/2012/484580 Foundations of Computational Linguistics: Human-Computer Communication in Natural Language, Third Edition Roland Hausser Springer, 2014, ISBN 978-3-642-41431-2 http://dx.doi.org/10.1007/978-3-642-41431-2 Computational Linguistics: Models, Resources, Applications Igor A. Bolshakov and Alexander Gelbukh 2004, ISBN 970-36-0147-2 http://web.archive.org/web/20080129150504/http://www.gel bukh.com/ Website of Dr. Alexander Gelbukh http://www.gelbukh.com/ Language Processing with Perl and Prolog: Theories, Implementation, and Application; Second Edition Pierre M. Nugues Springer, 2014, ISBN 978-3-642-41464-0 http://dx.doi.org/10.1007/978-3-642-41464-0 Graph-Based Natural Language Processing and Information Retrieval Rada Mihalcea and Dragomir Radev Cambridge University Press, 2011, ISBN 9780511976247 http://dx.doi.org/10.1017/CBO9780511976247 Natural Language Understanding, Where Are We Going? Where Could We Go? Gerard Sabah The Computer Journal, Volume 54, Number 9 (September 2011) http://dx.doi.org/10.1093/comjnl/bxq060 Natural Language Generation in Interactive Systems Amanda Stent and Srinivas Bangalore (Editors) Cambridge University Press, 2014, ISBN 9780511844492 http://dx.doi.org/10.1017/CBO9780511844492 Understanding Natural Language Terry Winograd Cognitive Psychology, Volume 3, Number 1 (January 1972) Pages 1-191 http://dx.doi.org/10.1016/0010-0285(72)90002-3 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Machine Translation Archive http://www.mt-archive.info/ Website http://www.hutchinsweb.me.uk/ Statistical Machine Translation website http://www.statmt.org/ Back to the Table of Contents ======================================= Neural Networks ======================= ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Artificial Neural Networks Eyal Reingold http://psych.utoronto.ca/users/reingold/courses/ai/nn.html A Brief Introduction to Neural Networks David Kriesel http://www.dkriesel.com/en/science/neural_networks Neural Networks: A Comprehensive Foundation, Second Edition Simon Haykin Prentice Hall, 1999 ftp://ftp.sron.nl/pub/antonion/ Companion Software @ Matlab Central http://www.mathworks.com/matlabcentral/fileexchange/6267 -neural-networks--a-comprehensive-foundation--2e-bookcompanion-software Fundamentals of the New Artificial Intelligence: Neural, Evolutionary, Fuzzy and More; Second Edition Toshinori Munakata Springer, 2008, ISBN 978-1-84628-839-5 http://dx.doi.org/10.1007/978-1-84628-839-5 Neural Networks: A Systematic Introduction Raul Rojas Springer, 1996, ISBN 978-3-642-61068-4 http://dx.doi.org/10.1007/978-3-642-61068-4 The Organization of Behavior: A Neuropsychological Theory D. O. Hebb Wiley, 1949 http://s-f-walker.org.uk/ebooks-index.html ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The brain chip Robert F. Service Science, Volume 345, Number 6197 (8 August 2014) *** This feature has a link to the full report by Dharmendra S. Modha et al. **************** http://dx.doi.org/10.1126/science.345.6197.614 Exploring Neural Networks with C# Ryszard Tadeusiewicz, Rituparna Chaki, and Nabendu Chaki CRC Press, 2015, ISBN 978-1-4822-3340-7 http://dx.doi.org/10.1201/b17332 Handbook of Neuroevolution Through Erlang Gene I. Sher Springer, 2013, ISBN978-1-4614-4463-3 http://dx.doi.org/10.1007/978-1-4614-4463-3 Delving into Deep Learning Brian Hayes American Scientist, Volume 102, Number 3 (May-June 2014) http://dx.doi.org/10.1511/2014.108.186 Deep Learning Comes of Age Gary Anthes Communications of the ACM, Volume 56, Number 6 (June 2013) http://dx.doi.org/10.1145/2461256.2461262 From Neural Networks to Deep Learning: Zeroing in on the Human Brain Jonathan Laserson XRDS: Crossroads, Volume 18, Number 1 (Fall 2011) http://dx.doi.org/10.1145/2000775.2000787 Deep learning in neural networks: An overview Jurgen Schmidhuber Neural Networks, Volume 61 (January 2015) http://dx.doi.org/10.1016/j.neunet.2014.09.003 Neural Network Models: An Analysis Philippe De Wilde Springer, 1996, ISBN 978-3-540-70819-3 http://dx.doi.org/10.1007/BFb0034478 Neural Networks: Tricks of the Trade, Second Edition Gregoire Montavon, Genevieve B. Orr, and Klaus-Robert Muller (Editors) Springer, 2012, ISBN 978-3-642-35289-8, LNCS 7700 http://dx.doi.org/10.1007/978-3-642-35289-8 Neural Networks: Methodology and Applications Gerard Dreyfus Springer, 2005, ISBN 978-3-540-28847-3 http://dx.doi.org/10.1007/3-540-28847-3 Neural Networks Theory Alexander I. Galushkin Springer, 2007, ISBN 978-3-540-48125-6 http://dx.doi.org/10.1007/978-3-540-48125-6 Neural Networks and Statistical Learning Ke-Lin Du and M. N. S. Swamy Springer, 2014, ISBN 978-1-4471-5571-3 http://dx.doi.org/10.1007/978-1-4471-5571-3 Neural Networks in a Softcomputing Framework K.-L. Du and M.N.S. Swamy Springer, 2006, ISBN 978-1-84628-303-1 http://dx.doi.org/10.1007/1-84628-303-5 Artificial Neural Networks (2004) B. Yegnanarayana **** Introduction and the first four chapters ****** http://books.google.com/books?id=RTtvUVU_xL4C&printsec=fr ontcover&dq=intitle:neural+intitle:networks&hl=en&sa=X&ei= XH5OT7PwCInh0QHM5vzCAg&ved=0CDgQ6AEwATg8#v=onepa ge&q=intitle%3Aneural%20intitle%3Anetworks&f=false Neural Networks and Analog Computation: Beyond the Turing Limit Hava T. Siegelmann Springer, 1999, ISBN 978-1-4612-0707-8 http://dx.doi.org/10.1007/978-1-4612-0707-8 Turing’s Connectionism: An Investigation of Neural Network Architecture Christof Teuscher Springer, 2002, ISBN 978-1-4471-0161-1 http://dx.doi.org/10.1007/978-1-4471-0161-1 The Compucology Project http://compucology.net/ Neural Network FAQs ftp://ftp.sas.com/pub/neural/FAQ.html Neural Networks at your Fingertips Karsten Kutza, 1996 http://www.neural-networks-at-your-fingertips.com/ Minds and Machines: Connectionism and Psychological Modeling Michael R. W. Dawson Wiley, 2004, ISBN 9780470752999 http://dx.doi.org/10.1002/9780470752999 Connectionism: A Hands-On Approach Michael R. W. Dawson Wiley, 2005, ISBN 9780470694077 http://dx.doi.org/10.1002/9780470694077 Evolving Connectionist Systems: The Knowledge Engineering Approach Nikola Kasabov Springer, 2007, ISBN 978-1-84628-347-5 http://dx.doi.org/10.1007/978-1-84628-347-5 Connectionism http://plato.stanford.edu/entries/connectionism/ The Computational Theory of Mind http://plato.stanford.edu/entries/computational-mind/ Search for “neural network” http://plato.stanford.edu/search/searcher.py?query=neural+n etwork Stanford Encyclopedia of Philosophy http://plato.stanford.edu/ Prediction using neural networks Marek Obitko http://www.obitko.com/tutorials/neural-network-prediction/ Chapter 2 Computation in Neural Nets http://dx.doi.org/10.1007/0-387-21722-3_2 Understanding Understanding: Essays on Cybernetics and Cognition Heinz von Foerster Springer, 2003, ISBN 978-0-387-21722-2 http://dx.doi.org/10.1007/b97451 Random Neural Networks (Special Issue) The Computer Journal, Volume 53, Number 3 (March 2010) http://comjnl.oxfordjournals.org/content/53/3.toc Neural Networks (Special Issue) Proceedings of the IEEE, Volume 78, Number 9 (September 1990) http://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=2115&p unumber=5 Neural Networks and Micromechanics Ernst Kussul, Tatiana Baidyk, and Donald C. Wunsch Springer, 2010, ISBN 978-3-642-02535-8 http://dx.doi.org/10.1007/978-3-642-02535-8 Chapter 1 FPGA Neurocomputers Amos R. Omondi, Jagath C. Rajapakse, and Mariusz Bajger http://dx.doi.org/10.1007/0-387-28487-7_1 FPGA Implementations of Neural Networks Amos R. Omondi and Jagath C. Rajapakse (Editors) Springer, 2006, ISBN 978-0-387-28485-9 http://dx.doi.org/10.1007/0-387-28487-7 Neural Networks Expand SP’s Horizons Simon Haykin IEEE Signal Processing Magazine, Volume 13, Number 2 (March 1996) http://dx.doi.org/10.1109/79.487040 Role of neural network models for developing speech systems R. Sreenivasa Rao Sadhana, Volume 36, Number 5 (October 2011) http://dx.doi.org/10.1007/s12046-011-0047-z Chapter 2 Speech Processing Technology: Basic Consideration http://dx.doi.org/10.1007/978-81-322-1862-3_2 Chapter 3 Fundamental Considerations of ANN http://dx.doi.org/10.1007/978-81-322-1862-3_3 Phoneme-Based Speech Segmentation Using Hybrid Soft Computing Framework Mousmita Sarma and Kandarpa Kumar Sarma Springer, 2014, ISBN 978-81-322-1862-3 http://dx.doi.org/10.1007/978-81-322-1862-3 Artificial immune systems for the detection of credit card fraud: an architecture, prototype and preliminary results Nicholas Wong, Pradeep Ray, Greg Stephens & Lundy Lewis Information Systems Journal, Volume 22, Number 1 (January 2012) http://dx.doi.org/10.1111/j.1365-2575.2011.00369.x Applying Artificial Neural Networks for Face Recognition Thai Hoang Le Advances in Artificial Neural Systems, Volume 2011 (2011) Article ID 673016 http://dx.doi.org/10.1155/2011/673016 Innovations in Neural Information Paradigms and Applications Monica Bianchini, Marco Maggini, Franco Scarselli, and Lakhmi C. Jain (Editors) Springer, 2009, ISBN 978-3-642-04003-0 http://dx.doi.org/10.1007/978-3-642-04003-0 Wavelet Neural Networks: With Applications in Financial Engineering, Chaos, and Classification Antonios K. Alexandridis and Achilleas D. Zapranis Wiley, 2014, ISBN 9781118596272 http://dx.doi.org/10.1002/9781118596272 Conceptors: an easy introduction Herbert Jaeger (June 2014) http://arxiv.org/abs/1406.2671 Controlling Recurrent Neural Networks by Conceptors Herbert Jaeger (March 2014) http://arxiv.org/abs/1403.3369 A Sociological History of the Neural Network Controversy Mikel Olazaran Advances in Computers, Volume 37 (1993) http://dx.doi.org/10.1016/S0065-2458(08)60408-8 Modeling Human Learning: Artificial Neural Networks (Chapter 2) http://dx.doi.org/10.1007/978-3-642-16205-3_2 Fusion Methods for Unsupervised Learning Ensembles Bruno Baruque and Emilio Corchado Springer, 2010, ISBN 978-3-642-16205-3 http://dx.doi.org/10.1007/978-3-642-16205-3 An introduction to Neural Computing Teuvo Kohonen Neural Networks, Volume 1, Number 1 (1988) http://dx.doi.org/10.1016/0893-6080(88)90020-2 Back to the Table of Contents ======================================= Self-Organizing Maps ==================== ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The Self-Organizing Map Teuvo Kohonen Proceedings of the IEEE, Volume 78, Number 9 (September 1990) http://dx.doi.org/10.1109/5.58325 The self-organizing map Teuvo Kohonen Neurocomputing, Volume 21,Numbers 1-3 (November 1998) http://dx.doi.org/10.1016/S0925-2312(98)00030-7 Self-Organizing Maps, Third Edition Teuvo Kohonen Springer, 2001, ISBN 978-3-642-56927-2 http://dx.doi.org/10.1007/978-3-642-56927-2 Essentials of the self-organizing map Teuvo Kohonen Neural Networks, Volume 37(January 2013) http://dx.doi.org/10.1016/j.neunet.2012.09.018 Neural Computation and Self-Organizing Maps: An Introduction Helge Ritter, Thomas Martinetz, and Klaus Schulten Addison-Wesley, 1992 http://www.ks.uiuc.edu/Publications/Papers/paper.cgi?tbcode =RITT92 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Advances in Self-Organizing Maps Nigel Allinson, Hujun Yin, Lesley Allinson, and John Slack (Editors) Springer, 2001, ISBN 978-1-4471-0715-6 http://dx.doi.org/10.1007/978-1-4471-0715-6 Advances in Self-Organizing Maps: WSOM 2011 Jorma Laaksonen and Timo Honkela (Editors) Springer, 2011, ISBN 978-3-642-21566-7 http://dx.doi.org/10.1007/978-3-642-21566-7 Advances in Self-Organizing Maps: WSOM 2012 Pablo A. Estevez, Jose C. Principe, and Pablo Zegers (Editors) Springer, 2013, ISBN 978-3-362-35230-0 http://dx.doi.org/10.1007/978-3-642-35230-0 Advances in Self-Organizing Maps and Learning Vector Quantization: WSOM 2014 Thomas Villmann, Frank-Michael Schleif, Marika Kaden, and Mandy Lange (Editors) Springer, 2014, ISBN 978-3-319-07695-9 http://dx.doi.org/10.1007/978-3-319-07695-9 Associative Memory: A System-Theoretical Approach Teuvo Kohonen Springer, 1977, ISBN 978-3-642-96384-1 http://dx.doi.org/10.1007/978-3-642-96384-1 Computational Maps in the Visual Cortex Risto Miikkulainen, James A. Bednar, Yoonsuck Choe, and Joseph Sirosh Springer, 2005, ISBN 978-0-387-28806-2 http://dx.doi.org/10.1007/0-387-28806-6 Kohonen neural networks and genetic classification Daniela Bianchi, Raffaele Calogero, and Brunela Tirozzi Mathematical and Computer Modeling, Volume 45, Numbers 1-2 (January 2007) http://dx.doi.org/10.1016/j.mcm.2006.04.004 MATLAB Implementations and Applications of the Self-Organizing Map Teuvo Kohonen Unigrafia, 2014, ISBN 978-952-60-3679-3 http://docs.unigrafia.fi/publications/kohonen_teuvo/ Self-organisation in Kohonen’s SOM John A. Flanagan Neural Networks, Volume 9, Number 7 (October 1996) http://dx.doi.org/10.1016/0893-6080(96)00038-X Self-Organization and Associative Memory, Third Edition Teuvo Kohonen Springer, 1989, ISBN 978-3-642-88163-3 http://dx.doi.org/10.1007/978-3-642-88163-3 Self-Organizing Maps with Time-Varying Structure Aluizio F. R. Araujo and Renata L. M. E. Rego ACM Computing Surveys, Volume 46, Number 1 (October 2013) http://dx.doi.org/10.1145/2522968.2522975 Self-Organizing Internet Semantic Network Sergey Shumsky http://dx.doi.org/10.1007/978-1-4471-0715-6_9 SOM’s mathematics J.C. Fort http://dx.doi.org/10.1016/j.neunet.2006.05.025 Advances in Self-Organizing Maps – WSOM’05 (Special Issue) Neural Networks, Volume 19, Numbers 6-7 (July-August 2006) http://www.sciencedirect.com/science/journal/08936080/19/6 Theoretical aspects of the SOM algorithm M. Cottrell, J.C. Fort, and G. Pages Neurocomputing, Volume 21 (1998) http://dx.doi.org/10.1016/S0925-2312(98)00034-4 Topology-oriented self-organizing maps: a survey Cesar A. Astudillo and B. John Oommen Pattern Analysis and Applications, Volume 17, Number 2 (May 2014) http://dx.doi.org/10.1007/s10044-014-0367-9 Visual Explorations in Finance: with Self-Organizing Maps Guido Deboeck and Teuvo Kohonen (Editors) Springer, 1998, ISBN 978-1-4471-3913-3 http://dx.doi.org/10.1007/978-1-4471-3913-3 Back to the Table of Contents ======================================= Vagueness ============================ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Vagueness Bertrand Russell Australasian Journal of Psychology and Philosophy, Volume 1, Number 2 (1923) http://vserver1.cscs.lsa.umich.edu/~crshalizi/Russell/vag ueness/ http://dx.doi.org/10.1080/00048402308540623 Just What is Vagueness? Otavio Bueno and Mark Colyvan Ratio, Volume 25, Number 1 (March 2012) http://dx.doi.org/10.1111/j.1467-9329.2011.00513.x Vagueness Stanford Encyclopedia of Philosophy http://plato.stanford.edu/entries/vagueness/ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Concepts without boundaries Mark Sainsbury Inaugural lecture delivered at King’s College, London (1990) http://www.academia.edu/495896/Concepts_without_bounda ries Does Vagueness Exclude Knowledge? David Barnett Philosophy and Phenomenological Research, Volume 82, Number 1 (January 2011) http://dx.doi.org/10.1111/j.1933-1592.2010.00385.x Logic for Equivocators David Lewis Noûs, Volume 16, Number 3 (September 1982) http://www.jstor.org/stable/2216219 Ontic Vagueness: A Guide for the Perplexed Elizabeth Barnes Noûs, Volume 44, Number 4 (December 2010) http://dx.doi.org/10.1111/j.1468-0068.2010.00762.x Ontic Vagueness and Metaphysical Indeterminacy J. Robert Williams Philosophy Compass, Volume 3, Number 4 (July 2008) http://dx.doi.org/10.1111/j.1747-9991.2008.00151.x Spindel Supplement: Vagueness (special issue) Terry Horgan (Editor) The Southern Journal of Philosophy, Volume 33, Number S1 (Supplement, Spring 1995) http://onlinelibrary.wiley.com/doi/10.1111/sjp.1995.33.issueS1/issuetoc Vagueness: An Exercise in Logical Analysis Max Black International Journal of General Systems, Volume 17, Numbers 2-3 (1990) http://dx.doi.org/10.1080/03081079008935103 Vagueness, Logic and Use: Four Experimental Studies on Vagueness Phil Serchuk, Ian Hargraves, and Richard Zach Mind & Language, Volume 26, Number 5 (November 2011) http://dx.doi.org/10.1111/j.1468-0017.2011.01430.x Vagueness: Supervaluationism Rosanna Keefe Philosophy Compass, Volume 3, Number 2 (March 2008) http://dx.doi.org/10.1111/j.1747-9991.2008.00124.x Varieties of Vagueness Trenton Merricks Philosophy and Phenomenological Research, Volume 62, Number 1 (January 2001) http://dx.doi.org/10.1111/j.1933-1592.2001.tb00045.x Back to the Table of Contents ======================================= Fuzzy Sets and Fuzzy Logic ================ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Fuzzy Sets L. A. Zadeh Information and Control, Volume 8, Number 3 (June 1965) *** Number 67 on the Publications List **** http://www.cs.berkeley.edu/~zadeh/papers/ http://dx.doi.org/10.1016/S0019-9958(65)90241-X Fuzzy Algorithms L. A. Zadeh Information and Control, Volume 12, Number 2 (February 1968) *** Number 73 on the Publications List **** http://www.cs.berkeley.edu/~zadeh/papers/ http://dx.doi.org/10.1016/S0019-9958(68)90211-8 The Birth and Evolution of Fuzzy Logic Lofti A. Zadeh http://dx.doi.org/10.1080/03081079008935102 Fuzzy Sets and Systems Lofti A. Zadeh *** Number 67 on the Publications List **** http://www.cs.berkeley.edu/~zadeh/papers/ http://dx.doi.org/10.1080/03081079008935104 A Quarter Century of Fuzzy Systems (special issue) International Journal of General Systems, Volume 17, Numbers 2-3 (1990) http://www.tandfonline.com/toc/ggen20/17/2-3 Fuzzy Logic Bart Kosko and Satoru Isaka Scientific American, Volume 269 (July 1993) Pages 76-81 http://dx.doi.org/10.1038/scientificamerican0793-76 Paradoxical Success of Fuzzy Logic Charles Elkan (followed by 15 responses from Lofti A. Zade et al.) IEEE Expert, Volume 9, Number 4 (August 1994) http://dx.doi.org/10.1109/64.336150 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Foundations of a set theory for fuzzy sets. 40 years of development Siegfried Gottwald Soft Computing Systems (special issue) International Journal of General Systems, Volume 37, Number 1 (February 2008) http://dx.doi.org/10.1080/03081070701499922 Chapter 5 Fuzzy Systems http://dx.doi.org/10.1007/978-1-84628-839-5_5 Fundamentals of the New Artificial Intelligence: Neural, Evolutionary, Fuzzy and More; Second Edition Toshinori Munakata Springer, 2008, ISBN 978-1-84628-839-5 http://dx.doi.org/10.1007/978-1-84628-839-5 An Introduction to Many-Valued and Fuzzy Logic: Semantics, Algebras, and Derivation Systems Merrie Bergmann Cambridge University Press, 2008, ISBN 9780511801129 http://dx.doi.org/10.1017/CBO9780511801129 Mathematics of Fuzziness - Basic Issues Xuzhu Wang, Da Ruan and Etienne E. Kerre Springer, 2009, ISBN 978-3-540-78311-4 http://dx.doi.org/10.1007/978-3-540-78311-4 Classical Sets and Non-Classical Sets: An Overview Sumita Basu Resonance, Volume 10, Number 8 (August 2005) http://dx.doi.org/10.1007/BF02866745 Uncertainty in the Real World – Part1: Fuzzy Sets Satish Kumar Resonance, Volume 4, Number 2(1999) http://dx.doi.org/10.1007/BF02838762 Managing Uncertainty in the Real World – 2. Fuzzy Systems Satish Kumar Resonance, Volume 4, Number 4 (1999) http://dx.doi.org/10.1007/BF02838340 Mathematics of Fuzzy Sets and Fuzzy Logic Barnabas Bede Springer, 2013, ISBN 978-3-642-35221-8 http://dx.doi.org/10.1007/978-3-642-35221-8 Fuzzy Mathematics: An Introduction for Engineers and Scientists, Second Edition John N. Mordeson and Premchand S. Nair Springer, 2001, ISBN 978-3-7908-1808-6 http://dx.doi.org/10.1007/978-3-7908-1808-6 Fuzzy Logic: A Spectrum of Theoretical & Practical Issues Paul P. Wang, Da Ruan, and Etienne E. Kerre (Editors) Springer, 2007, ISBN 978-3-540-71258-9 http://dx.doi.org/10.1007/978-3-540-71258-9 On Fuzziness: A Homage to Lofti A. Zadeh – Volume 1 Rudolf Seising, Enric Trillas, Claudio Moraga, and Settimo Termini (Editors) Springer, 2013, ISBN 978-3-642-35641-4 http://dx.doi.org/10.1007/978-3-642-35641-4 On Fuzziness: A Homage to Lofti A. Zadeh – Volume 2 Rudolf Seising, Enric Trillas, Claudio Moraga, and Settimo Termini (Editors) Springer, 2013, ISBN 978-3-642-35644-5 http://dx.doi.org/10.1007/978-3-642-35644-5 Forging New Frontiers: Fuzzy Pioneers I Masoud Nikravesh, Janusz Kacprzyk, and Lofti A. Zadeh (Editors) Springer, 2007, ISBN 978-3-540-73182-5 http://dx.doi.org/10.1007/978-3-540-73182-5 Forging New Frontiers: Fuzzy Pioneers II Masoud Nikravesh, Janusz Kacprzyk, and Lofti A. Zadeh (Editors) Springer, 2008, ISBN 978-3-540-73185-6 http://dx.doi.org/10.1007/978-3-540-73185-6 Fuzzy Methods on the Web: A Critical Discussion Steven Schockaert, Nataliya Makarytska, and Martine de Cock http://dx.doi.org/10.1007/978-3-642-16629-7_12 35 Years of Fuzzy Set Theory Celebratory Volume Dedicated to the Retirement of Etienne E. Kerre Chris Cornelis, Glad Deschrijver, Mike Nachtegael, Steven Schockaert, and Yun Shi (Editors) Springer, 2011, ISBN 978-3-642-16629-7 http://dx.doi.org/10.1007/978-3-642-16629-7 On the Power of Fuzzy Markup Language Giovanni Acampora, Vincenzo Loia, Chang-Shing Lee, and Mei-Hui Wang (Editors) Springer, 2013, ISBN 978-3-642-35488-5 http://dx.doi.org/10.1007/978-3-642-35488-5 Fuzzy XML Data Management Li Yan, Zongmin Ma, and Fu Zhang Springer, 2014, ISBN 978-3-642-44899-7 http://dx.doi.org/10.1007/978-3-642-44899-7 Foundations of Fuzzy Control: A Practical Approach, Second Edition Jan Jantzen Wiley, 2013, ISBN 9781118535608 http://dx.doi.org/10.1002/9781118535608 Theory of Fuzzy Computation Apostolos Syropoulos Springer, 2014, ISBN 978-1-4614-8379-3 http://dx.doi.org/10.1007/978-1-4614-8379-3 Soft Computing and Its Applications – Volume I: A Unified Engineering Concept Kumar S. Ray CRC Press, 2015, ISBN 978-1-4665-7818-0 http://dx.doi.org/10.1201/b15529 Soft Computing and Its Applications – Volume II: Fuzzy Reasoning and Fuzzy Control Kumar S. Ray CRC Press, 2014, ISBN 978-1-4822-5793-9 http://www.crcnetbase.com/isbn/978-1-77188-046-6 Soft Computing and Intelligent Systems: Theory and Applications Naresh K. Sinha and Madan M. Gupta (Editors) Elsevier, 2000, ISBN 978-0-12-646490-0 http://www.sciencedirect.com/science/book/9780126464900 Towards the Future of Fuzzy Logic Rudolf Seising, Enric Trillas, and Janusz Kacprzyk (Editors) Springer, 2015, ISBN 978-3-319-18750-1 http://dx.doi.org/10.1007/978-3-319-18750-1 Back to the Table of Contents ======================================= Lofti A. Zadeh – Then and Now ============ Profile: LOFTI A. ZADEH Tekla S. Perry IEEE Spectrum, Volume 32, Number 6 (June 1995) http://dx.doi.org/10.1109/6.387136 Home Page of Lofti A. Zadeh The Berkeley Initiative in Soft Computing http://www.cs.berkeley.edu/~zadeh/ Computing with Words: Principal Concepts and Ideas Lofti A. Zadeh Springer, 2012, ISBN 978-3-642-27473-2 http://dx.doi.org/10.1007/978-3-642-27473-2 Precisiated Natural Language (PNL) Lofti A. Zadeh AI Magazine, Volume 25, Number 3 (Fall 2004) http://dx.doi.org/10.1609/aimag.v25i3.1778 A New Direction in AI: Toward a Computational Theory of Perceptions Lofti A. Zadeh AI Magazine, Volume 22, Number 1 (Spring 2001) http://dx.doi.org/10.1609/aimag.v22i1.1545 A Simple View of the Dempster-Shafer Theory of Evidence and its Implication for the Rule of Combination Lofti A. Zadeh AI Magazine, Volume 7, Number 2 (Summer 1986) http://dx.doi.org/10.1609/aimag.v7i2.542 Back to the Table of Contents ======================================= Rough Sets ============================ Rough Sets Zdzislaw Pawlak International Journal of Computer and Information Sciences, Volume 11, Number 5 (October 1982) http://dx.doi.org/10.1007/BF01001956 Rough Sets: Theoretical Aspects of Reasoning about Data Zdzislaw Pawlak Springer, 1991, ISBN 978-94-011-3534-4 http://dx.doi.org/10.1007/978-94-011-3534-4 Vagueness and Uncertainty: A Rough Set Perspective Zdzislaw Pawlak http://dx.doi.org/10.1111/j.1467-8640.1995.tb00029.x Rough Sets and Knowledge Discovery (special issue) Wojciech Ziarko (Editor) Computational Intelligence, Volume 11, Number 2 (May 1995) http://onlinelibrary.wiley.com/doi/10.1111/coin.1995.11.issue2/issuetoc Rough Sets Zdzislaw Pawlak, Jerzy Grzymala-Busse, Roman Slowinski, and Wojciech Ziarko Communications of the ACM, Volume 38, Number 11 (November 1995) http://dx.doi.org/10.1145/219717.219791 Rough Set Theory and Its Application to Data Analysis Zdzislaw Pawlak Cybernetics and Systems: An International Journal, Volume 29, Number 7 (1998) http://dx.doi.org/10.1080/019697298125470 Drawing Conclusions from Data – The Rough Set Way Zdzislaw Pawlak http://dx.doi.org/10.1002/1098-111X(200101)16:1%3C3::AIDINT2%3E3.0.CO;2-I Roughian: Rough Information Analysis Ivo Duntsch and Gunther Gediga http://dx.doi.org/10.1002/1098-111X(200101)16:1%3C121::AIDINT9%3E3.0.CO;2-Z A Rough Set Approach to Reasoning About Data (special issue) James F. Peters and Anrzej Skowron (Editors) International Journal of Intelligent Systems, Volume 16, Number 1 (January 2001) http://onlinelibrary.wiley.com/doi/10.1002/1098111X(200101)16:1%3C%3E1.0.CO;2-B/issuetoc Combining Rough Sets and Bayes’ Rule Zdzislaw Pawlak Computational Intelligence, Volume 17, Number 3 (August 2001) http://dx.doi.org/10.1111/0824-7935.00153 A Rough Set View on Bayes’ Theorem Zdzislaw Pawlak International Journal of Intelligent Systems, Volume 18, Number 5 (May 2003) http://dx.doi.org/10.1002/int.10099 A Treatise on Rough Sets Zdzislaw Pawlak http://dx.doi.org/10.1007/11574798_1 Transactions on Rough Sets IV James F. Peters and Andrzej Skowron (Editors) Springer, 2005, ISBN 978-3-540-32016-6, LNCS 3700 http://dx.doi.org/10.1007/11574798 Rough Set Theory Zdzislaw Pawlak, Lech Polkowski, and Andrzej Skowron http://dx.doi.org/10.1002/9780470050118.ecse466 Wiley Encyclopedia of Computer Science and Engineering Benjamin W. Wah (Editor) Wiley, 1999-present, ISBN 9780470050118 http://dx.doi.org/10.1002/9780470050118 Chapter 6 Rough Sets http://dx.doi.org/10.1007/978-1-84628-839-5_6 Fundamentals of the New Artificial Intelligence: Neural, Evolutionary, Fuzzy and More; Second Edition Toshinori Munakata Springer, 2008, ISBN 978-1-84628-839-5 http://dx.doi.org/10.1007/978-1-84628-839-5 Rough Sets: Mathematical Foundations Lech Polkowski Springer, 2002, ISBN 978-3-7908-1776-8 http://dx.doi.org/10.1007/978-3-7908-1776-8 Rough Sets and Data Mining: Analysis of Imprecise Data T. Y. Lin and N. Cercone Springer, 1997, ISBN 978-1-4613-1461-5 http://dx.doi.org/10.1007/978-1-4613-1461-5 Incomplete Information: Rough Set Analysis Ewa Orlowska (Editor) Springer, 1998, ISBN 978-3-7908-1888-8 http://dx.doi.org/10.1007/978-3-7908-1888-8 Incomplete Information System and Rough Set Theory: Models and Attribute Reductions Xibei Yang and Jingyu Yang Springer, 2012, ISBN 978-3-642-25935-7 http://dx.doi.org/10.1007/978-3-642-25935-7 Rough Set Theory: A True Landmark in Data Analysis Ajith Abraham, Rafael Falcon, and Rafael Bello (Editors) Springer, 2009, ISBN 978-3-540-89921-1 http://dx.doi.org/10.1007/978-3-540-89921-1 Rough Set Theory and Granular Computing Masahiro Inuiguchi, Shoji Hirano, and Shusaku Tsumoto (Editors) Springer, 2003, ISBN 978-3-540-36473-3 http://dx.doi.org/10.1007/978-3-540-36473-3 Transactions on Rough Sets VI: Commemorating the Life and Work of Zdzislaw Pawlak, Part I James F. Peters, Andrzej Skowron, Ivo Duntsch, Jerzy Grzymala-Busse, Ewa Orlowska, and Lech Polkowski (Editors) Springer, 2007, ISBN 978-3-540-71200-8, LNCS 4374 http://dx.doi.org/10.1007/978-3-540-71200-8 Transactions on Rough Sets VII: Commemorating the Life and Work of Zdzislaw Pawlak, Part II James F. Peters, Andrzej Skowron, Victor W. Marek, Ewa Orlowska, Roman Slowinski, and Wojciech Ziarko (Editors) Springer, 2007, ISBN 978-3-540-71663-1, LNCS 4400 http://dx.doi.org/10.1007/978-3-540-71663-1 Rough Set Approach to Data Mining (special issue) James F. Peters, Chien-Chung Chan, Jerzy W. Grzymala-Busse, and Wojciech P. Ziarko (Editors) International Journal of Intelligent Systems, Volume 26, Number 6 (June 2011) http://onlinelibrary.wiley.com/doi/10.1002/int.v26.6/issuetoc Rough Sets and Intelligent Systems – Professor Zdzislaw Pawlak in Memoriam, Volume 1 Andrzej Skowron and Zbiniew Suraj (Editors) Springer, 2013, ISBN 978-3-642-30344-9 http://dx.doi.org/10.1007/978-3-642-30344-9 Rough Sets and Intelligent Systems – Professor Zdzislaw Pawlak in Memoriam, Volume 2 Andrzej Skowron and Zbiniew Suraj (Editors) Springer, 2013, ISBN 978-3-642-30341-8 http://dx.doi.org/10.1007/978-3-642-30341-8 Soft Computing and Its Applications – Volume I: A Unified Engineering Concept Kumar S. Ray CRC Press, 2015, ISBN 978-1-4665-7818-0 http://dx.doi.org/10.1201/b15529 Back to the Table of Contents ======================================= Uncertainty in AI ======================= Controlling Uncertainty: Decision Making and Learning in Complex Worlds Magda Osman Wiley, 2010, ISBN 97814443282126 http://dx.doi.org/10.1002/9781444328226 Decision Making Under Uncertainty Judea Pearl ACM Computing Surveys, Volume 28, Number 1 (March 1996) http://dx.doi.org/10.1145/234313.234354 Judgment under uncertainty: Heuristics and biases Daniel Kahneman, Paul Slovic, and Amos Tversky (Editors) Cambridge University Press, 1982, ISBN 9780511809477 http://dx.doi.org/10.1017/CBO9780511809477 Uncertainty Theory, Fourth Edition Baoding Liu Springer, 2015, ISBN 978-3-662-44354-5 http://dx.doi.org/10.1007/978-3-662-44354-5 Uncertainty Without All the Doubt Aaron Norby Mind & Language, Volume 30, Number 1 (February 2015) http://dx.doi.org/10.1111/mila.12072 Back to the Table of Contents ======================================= Preferences and Decision-Making in AI ===== ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Preference Handling – An Introductory Tutorial Ronen I. Brafman and Carmel Domshlak AI Magazine, Volume 30, Number 1 (2009) http://www.aaai.org/ojs/index.php/aimagazine/article/view/2 114 Working with Preferences: Less Is More Souhila Kaci Springer, 2011, ISBN 978-3-642-17280-9 http://dx.doi.org/10.1007/978-3-642-17280-9 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Artificial Intelligence Techniques for Rational Decision Making Tshilidzi Marwala Springer, 2014, ISBN 978-3-319-11424-8 http://dx.doi.org/10.1007/978-3-319-11424-8 The Construction of Preferences Sarah Lichtenstein and Paul Slovic (Editors) Cambridge University Press, 2006, ISBN 9780511618031 http://dx.doi.org/10.1017/CBO9780511618031 Intuitionistic Preference Modeling and Interactive Decision Making Zeshui Xu Springer, 2014, ISBN 978-3-642-28403-8 http://dx.doi.org/10.1007/978-3-642-28403-8 Intuitive and Deliberate Judgments Are Based on Common Principles Arie W. Kruglanski and Gerd Gigerenzer Psychological Review, Volume 118, Number 1 (January 2011) http://dx.doi.org/10.1037/a0020762 Preference Change: Approaches from Philosophy, Economics and Psychology Till Grune-Yanoff and Sven Ove Hansson (Editors) Springer, 2009, ISBN 978-90-481-2593-7 http://dx.doi.org/10.1007/978-90-481-2593-7 Preference Handling for Artificial Intelligence (special issue) AI Magazine, Volume 29, Number 4 (Winter 2008) http://www.aaai.org/ojs/index.php/aimagazine/issue/view/18 4/showToc Preference Learning Johannes Furnkranz and Eyke Hullermeier (Editors) Springer, 2010, ISBN 978-3-642-14125-6 http://dx.doi.org/10.1007/978-3-642-14125-6 Preference Modelling Marc Roubens and Philippe Vincke Springer, 1985, ISBN 978-3-642-46550-5 http://dx.doi.org/10.1007/978-3-642-46550-5 Preferences and Similarities Giacomo Della Riccia, Didier Dubois, Rudolf Kruse, and Hans-Joachim Lenz (Editors) Springer, 2008, ISBN 978-3-211-85432-7 http://dx.doi.org/10.1007/978-3-211-85432-7 Probabilistic Composition of Preferences, Theory and Applications Annibal Parracho Sant’Anna Springer, 2015, ISBN 978-3-319-11277-0 http://dx.doi.org/10.1007/978-3-319-11277-0 Probability and the art of judgment Richard Jeffrey Cambridge University Press, 1992, ISBN 97811391723394 http://dx.doi.org/10.1017/CBO9781139172394 The Psychology of Risk, Second Edition Glynis M. Blackwell Cambridge University Press, 2014, 9781139061933 http://dx.doi.org/10.1017/CBO9781139061933 Rationality for Economists? Daniel McFadden Journal of Risk and Uncertainty, Volume 19, Numbers 1-3 (December 1999) http://dx.doi.org/10.1023/A:1007863007855 Reasoning: Studies of Human Inference and Its Foundations Jonathan E. Adler and Lance J. Rips (Editors) Cambridge University Press, 2008, ISBN 9780511814273 http://dx.doi.org/10.1017/CBO9780511814273 Reasoning about Preference Dynamics Fenrong Liu Springer, 2011, ISBN 978-94-007-1344-4 http://dx.doi.org/10.1007/978-94-007-1344-4 Reference-Dependent Preferences: A Theoretical and Experimental Investigation of Individual Reference-Point Formation Evelyn Stommel Springer, 2013, ISBN 978-3-658-00635-8 http://dx.doi.org/10.1007/978-3-658-00635-8 Back to the Table of Contents ======================================= Statistics and AI: Bayesian Networks ======= ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ How machines learned to think statistically Brian Tarran Significance, Volume 12, Number 1 (February 2015) http://dx.doi.org/10.1111/j.1740-9713.2015.00796.x Bayesian Networks without Tears Eugene Charniak AI Magazine, Volume 12, Number 4 (Winter 1991) http://dx.doi.org/10.1609/aimag.v12i4.918 Judea Pearl – Cognitive Systems Laboratory, UCLA http://bayes.cs.ucla.edu/ Judea Pearl – ACM A.M. Turing Award Winner http://amturing.acm.org/award_winners/pearl_2658896.cfm Bayesian Networks: A Model of Self-Activated Memory for Evidential Reasoning Judea Pearl Report No. CSD-850017 (April 1985) http://ftp.cs.ucla.edu/tech-report/198_-reports/850017.pdf Fusion, Propagation, and Structuring in Belief Networks Judea Pearl Artificial Intelligence, Volume 28, Number 3 (September 1986) http://dx.doi.org/10.1016/0004-3702(86)90072-X Belief networks revisited Judea Pearl Artificial Intelligence, Volume 59, Numbers 1-2 (February 1993) http://dx.doi.org/10.1016/0004-3702(93)90169-C Resolving disputes between J. Pearl and D. Rubin on causal Inference Blog of Andrew Gelman (5 July 2009) http://andrewgelman.com/2009/07/05/disputes_about/ Neural Information Processing Systems Conference, NIPS 2013 Tutorial: Causes and Counterfactuals Judea Pearl and Elias Bareinboim Papers, Slides, Microsoft Research Video, Youtube Video http://nips.cc/Conferences/2013/Program/event.php?ID=3691 Innovations in Bayesian Networks: Theory and Applications Dawn E. Holmes and Lakhmi C. Jain (Editors) Springer, 2008, ISNM 978-3-540-85066-3 http://dx.doi.org/10.1007/978-3-540-85066-3 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Bayesian Networks and Decision Graphs Finn V. Jensen and Thomas D. Nielsen Springer, 2007, ISBN 978-0-387-68282-2 http://dx.doi.org/10.1007/978-0-387-68282-2 Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition Uffe B. Kjaerulff and Anders L. Madsen Springer, 2013, ISBN 978-1-4614-5104-4 http://dx.doi.org/10.1007/978-1-4614-5104-4 Bayesian Networks in R: with Applications in Systems Biology Radhakrishnan Nagarajan, Marco Scutari, and Sophie Lebre Springer, 2013, ISBN 978-1-4614-6446-4 http://dx.doi.org/10.1007/978-1-4614-6446-4 Intention Recognition, Commitment and Their Roles in the Evolution of Cooperation: From Artificial Intelligence to Evolutionary Game Theory Models The Anh Han Springer, 2013, ISBN 978-3-642-37512-5 http://dx.doi.org/10.1007/978-3-642-37512-5 Introduction to the Theory of Sets of Probabilities http://sites.poli.usp.br/p/fabio.cozman/Research/CredalSetsTu torial/ Website of Fabio Cozman http://sites.poli.usp.br/p/fabio.cozman/ Modeling and Reasoning with Bayesian Networks Adnan Darwiche Cambridge University Press, 2009, ISBN 9780511811357 http://dx.doi.org/10.1017/CBO9780511811357 Back to the Table of Contents ======================================= Statistics and AI: Maximum Likelihood Estimation (MLE) ======================= ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ How machines learned to think statistically Brian Tarran Significance, Volume 12, Number 1 (February 2015) http://dx.doi.org/10.1111/j.1740-9713.2015.00796.x A Learning Algorithm for Boltzmann Machines David H. Ackley, Geoffrey E. Hinton, and Terrence J. Sejnowski Cognitive Science, Volume 9, Number 1 (January-March 1985) http://www.cs.toronto.edu/~hinton/absps/cogscibm.pdf http://dx.doi.org/10.1016/S0364-0213(85)80012-4 http://dx.doi.org/10.1207/s15516709cog0901_7 Homepage of Geoffrey E. Hinton http://www.cs.toronto.edu/~hinton/ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The EM Algorithm and Extensions, Second Edition Geoffrey J. McLachlan and Thriyambakam Krishnan Wiley, 2008, ISBN 9780470191613 http://dx.doi.org/10.1002/9780470191613 Back to the Table of Contents ======================================= Statistics and AI: Statistical Learning Theory = ======================================= An Elementary Introduction to Statistical Learning Theory Sanjeev Kulkarni and Gilbert Harman Wiley, 2011, ISBN 9871118023471 http://dx.doi.org/10.1002/9781118023471 The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition Trevor Hastie, Robert Tibshirani, and Jerome Friedman Springer, 2009, ISBN 978-0-387-84857-0 http://dx.doi.org/10.1007/978-0-387-84858-7 An Introduction to Statistical Learning: with Applications in R Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani Springer, 2013, ISBN 978-1-4614-7138-7 http://dx.doi.org/10.1007/978-1-4614-7138-7 Neural Networks and Statistical Learning Ke-Lin Du and M. N. S. Swamy Springer, 2014, ISBN 978-1-4471-5571-3 http://dx.doi.org/10.1007/978-1-4471-5571-3 Theory of reproducing kernels N. Aronszajn Transactions of the American Mathematical Society, Volume 68, Number 3 (1950) http://www.ams.org/journals/tran/1950-068-03/S0002-99471950-0051437-7/ Back to the Table of Contents ======================================= Evolutionary Computation =============== ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ACM Ubiquity Symposium: Evolutionary Computation and the Processes of Life *** Series of articles on a single theme in Ubiquity magazine *** Opening Statement Mark Burgin and Eugene Eberbach August 2012 http://dl.acm.org/citation.cfm?id=2351437 Life Lessons taught by Simulated Evolution Hans-Paul Schwefel September 2012 http://dl.acm.org/citation.cfm?id=2369297 The Essence of Evolutionary Computation Xin Yao September 2012 http://dl.acm.org/citation.cfm?id=2369298 On The Role Of Evolutionary Models In Computing Max H. Garzon November 2012 http://dl.acm.org/citation.cfm?id=2390010 Evolutionary Computation as a Direction in Nature-inspired Computing Hongwei Mo November 2012 http://dl.acm.org/citation.cfm?id=2390011 The Emperor is Naked: Evolutionary algorithms for real-world applications Zbigniew Michalewicz November 2012 http://dl.acm.org/citation.cfm?id=2399411 Darwinian Software Engineering: The Short Term, the Middle Ground, and the Long Haul Moshe Sipper December 2012 http://dl.acm.org/citation.cfm?id=2406358 Evolutionary Computation and Evolutionary Game Theory: Expecting the Unexpected David B. Fogel January 2013 http://dl.acm.org/citation.cfm?id=2406360 Evolutionary Computation in Physical World Lukas Sekanina February 2013 http://dl.acm.org/citation.cfm?id=2435199 Some Computational Aspects of Essential Properties of Evolution and Life Hector Zenil and James A.R. Marshall April 2013 http://dl.acm.org/citation.cfm?id=2480353 Information, Biological, and Evolutionary Computing Walter Riofrio May 2013 http://dl.acm.org/citation.cfm?id=2480356 Towards Synthesis of Computational Life-Like Processes of Functional and Evolvable Proto-Systems Via Extending Evolutionary Computation Darko Roglic December 2013 http://dl.acm.org/citation.cfm?id=2555236 What the No Free Lunch Theorems Really Mean: How to improve search algorithms David H. Wolpert December 2013 http://dl.acm.org/citation.cfm?id=2555237 Perspectives and Reality of Evolutionary Computation: Closing Statement Mark Burgin and Eugene Eberbach December 2013 http://dl.acm.org/citation.cfm?id=2555240 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Evolutionary Algorithms Thomas Bartz-Beielstein, Jurgen Branke, Jorn Mehnen, and Olaf Mersmann Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Volume 4, Number 3 (May/June 2014) http://dx.doi.org/10.1002/widm.1124 Computational Intelligence: Concepts to Implementation Russell C. Eberhart and Yuhui Shi Elsevier, 2007, ISBN 978-1-55860-759-0 http://www.sciencedirect.com/science/book/9781558607590 Applying Computational Intelligence: How to Create Value Arthur K. Kordon Springer, 2010, ISBN 978-3-540-69913-2 http://dx.doi.org/10.1007/978-3-540-69913-2 How to Solve It: Modern Heuristics; Second, Revised and Extended Edition Zbigniew Michalewicz and David B. Fogel Springer, 2004, ISBN 978-3-662-07807-5 http://dx.doi.org/10.1007/978-3-662-07807-5 Creative Evolutionary Systems Peter J. Bentley and David W. Corne (Editors) Elsevier, 2002, ISBN 978-1-55860-073-9 http://www.sciencedirect.com/science/book/9781558606739 Handbook of Natural Computing Grzegorz Rozenberg, Thomas Back, and Joost N. Kok (Editors) Springer, 2012, ISBN 978-3-540-92910-9 http://dx.doi.org/10.1007/978-3-540-92910-9 Glossary: Evolutionary Algorithms – Terms and Definitions Hans-Georg Beyer, Eva Brucherseifer, Wilfried Jakob, Hartmut Pohlheim, Bernhard Sendhoff, and Thanh Binh To https://homepages.fhv.at/hgb/ea-glossary/ea-terms-engl.html The Hitch-Hiker’s Guide to Evolutionary Computation (FAQ for comp.ai.genetic, April 2001) Jorg Heitkotter and David Beasley http://www.aip.de/~ast/EvolCompFAQ/ Emergence, Analysis and Evolution of Structures: Concepts and Strategies Across Disciplines Klaus Lucas and Peter Roosen (Editors) Springer, 2010, ISBN 978-3-642-00870-2 http://dx.doi.org/10.1007/978-3-642-00870-2 Evolutionary computing A. E. Eiben and M. Schoenauer Evolutionary Computation (special issue) Information Processing Letters, Volume 82, Number 1 (15 April 2002) http://dx.doi.org/10.1016/S0020-0190(02)00204-1 Introduction to Evolutionary Computing A.E. Eiben and J.E. Smith Springer, 2003, ISBN 978-3-662-05094-1 http://dx.doi.org/10.1007/978-3-662-05094-1 The Theory of Evolution Strategies Hans-Georg Beyer Springer, 2001, ISBN 978-3-662-04378-3 http://dx.doi.org/10.1007/978-3-662-04378-3 General Tutorial and Survey Level Publications of Darrell Whitley http://www.cs.colostate.edu/~whitley/research/publications.p hp Home page of Darrell Whitley http://www.cs.colostate.edu/~whitley/ An alternative explanation for the manner in which genetic algorithms operate Hans-Georg Beyer BioSystems, Volume 41, Number 1 (January 1997) http://dx.doi.org/10.1016/S0303-2647(96)01657-7 Evolution strategies: A comprehensive introduction Hans-Georg Beyer and Hans-Paul Schwefel Natural Computing, Volume 1, Number 1 (2002) http://dx.doi.org/10.1023/A:1015059928466 Genetic Programming (Chapter 6) Riccardo Poli and John Koza http://dx.doi.org/10.1007/978-1-4614-6940-7_6 Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques, Second Edition Edmund K. Burke and Graham Kendall Editors) Springer, 2014, ISBN 978-1-4614-6940-7 http://dx.doi.org/10.1007/978-1-4614-6940-7 Evolutionary Computation and Genetic Programming Wolfgang Banzhaf http://dx.doi.org/10.1016/B978-0-12-415995-2.00017-9 Engineered Biomimicry Akhlesh Lakhtakia and Raul J. Martin-Palma (Editors) Elsevier, 2013, ISBN 978-0-12-415995-2 http://www.sciencedirect.com/science/book/9780124159952 Genetic Algorithms (Chapter 5) http://dx.doi.org/10.1016/B978-0-12-416743-8.00005-1 Nature-Inspired Optimization Algorithms Xin-She Yang Elsevier, 2014, ISBN 978-0-12-416743-8 http://www.sciencedirect.com/science/book/9780124167438 Foundations of Genetic Programming William B. Langdon and Riccardo Poli Springer, 2002, ISBN 978-3-662-04726-2 http://dx.doi.org/10.1007/978-3-662-04726-2 Steven Gustafson’s GP Resources http://www.gustafsonresearch.com/gpresources.html Home Page of William Langdon http://www0.cs.ucl.ac.uk/staff/W.Langdon/ Introduction to Genetic Algorithms S.N. Sivanandam and S.N. Deepa Springer, 2008, ISBN 978-3-540-73190-0 http://dx.doi.org/10.1007/978-3-540-73190-0 Introduction to Genetic Algorithms Marek Obitko (1998) http://www.obitko.com/tutorials/geneticalgorithms/index.php Genetic Algorithms John H. Holland Scientific American, Volume 267, Number 1 (July 1992) http://dx.doi.org/10.1038/scientificamerican0792-66 Removing the Genetics from the Standard Genetic Algorithm Shumet Baluja and Rich Caruana CMU-CS-95-141 (May 22, 1995) http://www.ri.cmu.edu/publication_view.html?pub_id=1452 The Design of Innovation: Lessons from and for Competent Genetic Algorithms David E. Goldberg Springer, 2002, ISBN 978-1-4757-3643-4 http://dx.doi.org/10.1007/978-1-4757-3643-4 Introduction to Evolutionary Algorithms Xinjie Yu and Mitsuo Gen Springer, 2010, ISBN 978-1-84996-129-5 http://dx.doi.org/10.1007/978-1-84996-129-5 Analyzing Evolutionary Algorithms: The Computer Science Perspective Thomas Jansen Springer, 2013, ISBN 978-3-642-17339-4 http://dx.doi.org/10.1007/978-3-642-17339-4 Introduction to Evolutionary Computation and Genetic Programming http://dx.doi.org/10.1007/978-3-642-17310-3_1 Cartesian Genetic Programming http://dx.doi.org/10.1007/978-3-642-17310-3_2 Cartesian Genetic Programming Julian F. Miller Springer, 2011, ISBN 978-3-642-17310-3 http://dx.doi.org/10.1007/978-3-642-17310-3 Evolutionary Algorithms (Chapter 3) http://dx.doi.org/10.1007/978-3-642-02541-9_3 Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach Gisele L. Pappa and Alex A. Freitas Springer, 2010, ISBN 9783-642-02541-9 http://dx.doi.org/10.1007/978-3-642-02541-9 Data Mining: Practical Machine Learning Tools and Techniques, Third Edition Ian H. Witten, Eibe Frank, and Mark A. Hall Elsevier, 2011, ISBN 978-0-12-374856-0 http://www.sciencedirect.com/science/book/9780123748560 Global Optimization Algorithms – Theory and Application Thomas Weise http://www.it-weise.de/projects/ Theory of genetic algorithms Lothar M. Schmitt Theoretical Computer Science, Volume 259, Number 1-2 (May 2001) http://dx.doi.org/10.1016/S0304-3975(00)00406-0 Theory of Genetic Algorithms II: Models for genetic operators over the string-tensor representation of populations and convergence to global optima for arbitrary fitness function under scaling Lothar M. Schmitt Theoretical Computer Science, Volume 310, Number 1-3 (January 2004) http://dx.doi.org/10.1016/S0304-3975(03)00393-1 Linear analysis of genetic algorithms Lothar M. Schmitt, Christopher L. Nehaniv, and Robert H. Fujii Theoretical Computer Science, Volume 200, Number 1-2 (June 1998) http://dx.doi.org/10.1016/S0304-3975(98)00004-8 Progress in Genetic Programming and Evolvable Machines (special issue) Genetic Programming and Evolvable Machines, Volume 11, Numbers 3-4 (September 2010) http://link.springer.com/journal/10710/11/3/ A Field Guide to Genetic Programming Rioccardo Poli, William B. Langdon, and Nicholas F. McPhee http://www.gp-field-guide.org.uk/ GENETIC PROGRAMMING AND DATA STRUCTURES: Genetic Programming + Data Structures = Automatic Programming! W. B. Langdon Springer, 1998, ISBN 978-1-4615-5731-9 http://dx.doi.org/10.1007/978-1-4615-5731-9 Genetic Algorithms – Principles and Perspectives: A Guide to GA Theory Colin R. Reeves and Jonathan E. Rowe Springer, 2002, ISBN 9788-0-306-48050-8 http://dx.doi.org/10.1007/b101880 Genetic Programming Theory and Practice Rick Riolo and Bill Worzel (Editors) Springer, 2003, ISBN 978-1-4419-8983-3 http://dx.doi.org/10.1007/978-1-4419-8983-3 Genetic Programming Theory and Practice II Una-May O”Reilly, Tina Yu, Rick Riolo, and Bill Worzel (Editors) Springer, 2005, ISBN 978-0-387-23254-6 http://dx.doi.org/10.1007/b101112 Genetic Programming Theory and Practice III Tina Yu, Rick Riolo, and Bill Worzel (Editors) Springer, 2006, ISBN 978-0-387-28111-7 http://dx.doi.org/10.1007/0-387-28111-8 Genetic Programming Theory and Practice IV Rick Riolo, Terence Soule, and Bill Worzel (Editors) Springer, 2007, ISBN 978-0-387-49650-4 http://dx.doi.org/10.1007/978-0-387-49650-4 Genetic Programming Theory and Practice V Rick Riolo, Terence Soule, and Bill Worzel (Editors) Springer, 2008, ISBN 978-0-387-76308-8 http://dx.doi.org/10.1007/978-0-387-76308-8 Genetic Programming Theory and Practice VI Rick Riolo, Terence Soule, and Bill Worzel (Editors) Springer, 2009, ISBN 978-0-387-87623-8 http://dx.doi.org/10.1007/978-0-387-87623-8 Genetic Programming Theory and Practice VII Rick Riolo, Una-May O’Reilly, and Trent McConaghy (Editors) Springer, 2010, ISBN 978-1-4419-1626-6 http://dx.doi.org/10.1007/978-1-4419-1626-6 Genetic Programming Theory and Practice VIII Rick Riolo, Trent McConaghy, and Ekaterina Vladislavleva (Editors) Springer, 2011, ISBN 978-1-4419-7747-2 http://dx.doi.org/10.1007/978-1-4419-7747-2 Genetic Programming Theory and Practice IX Rick Riolo, Ekaterina Vladislavleva, and Jason H. Moore (Editors) Springer, 2011, ISBN 978-1-4419-1770-5 http://dx.doi.org/10.1007/978-1-4614-1770-5 Genetic Programming Theory and Practice X Rick Riolo, Ekaterina Vladislavleva, Marylin D. Ritchie, and Jason H. Moore (Editors) Springer, 2013, ISBN 978-1-4614-6846-2 http://dx.doi.org/10.1007/978-1-4614-6846-2 Genetic Programming Theory and Practice XI Rick Riolo, Jason H. Moore, and Mark Kotanchek (Editors) Springer, 2014, ISBN 978-1-4939-0375-7 http://dx.doi.org/10.1007/978-1-4939-0375-7 Genetic Programming IV: Routine Human-Competitive Intelligence John R. Koza, Martin A. Keane, Matthew J. Streeter, William Mydlowec, Jessen Yu, and Guido Lanza Springer, 2003, ISBN 978-0-387-26417-2 http://dx.doi.org/10.1007/b137549 Genetic Programming and Emergence (Includes a Special Peer Commentary Section) Genetic Programming and Evolvable Machines, Volume 15, Number 1 (March 2014) http://link.springer.com/journal/10710/15/1/ Theoretical Aspects of Evolutionary Computing Leila Kallel, Bart Naudts, and Alex Rogers (Editors) Springer, 2001, ISBN 978-3-662-0448-3 http://dx.doi.org/10.1007/978-3-662-04448-3 Evolutionary Computation in Data Mining Ashish Ghosh and Lakhmi C. Jain (Editors) Springer, 2005, ISBN 978-3-540-32358-7 http://dx.doi.org/10.1007/3-540-32358-9 Data Mining and Knowledge Discovery with Evolutionary Algorithms Alex A. Freitas Springer, 2002, ISBN 978-3-662-04923-5 http://dx.doi.org/10.1007/978-3-662-04923-5 Automating the Design of Data Mining Algorithms: An Evolutionary Computation Approach Gisele L. Pappa and Alex A. Freitas Springer, 2010, ISBN 978-3-642-02541-9 http://dx.doi.org/10.1007/978-3-642-02541-9 Distilling Free-Form Natural Laws from Experimental Data Michael Schmidt and Hod Lipson Science, Volume 324, Number 5923 (3 April 2009) http://dx.doi.org/10.1126/science.1165893 Exploration and Exploitation in Evolutionary Algorithms Matej Crepinsek, Shin-Hsu Liu, and Marjan Mernik ACM Computing Surveys, Volume 45, Number 3 (June 2013) http://dx.doi.org/10.1145/2480741.2480752 Efficient Natural Evolution Strategies Yi Sun, Daan Wierstra, Tom Schaul, and Juergen Schmidhuber Technical Report (2012) http://arxiv.org/abs/1209.5853 Design of Modern Heuristics: Principles and Application Franz Rothlauf Springer, 2011, ISBN 978-3-540-72962-4 http://dx.doi.org/10.1007/978-3-540-72962-4 Heuristic Search: Theory and Applications Stefan Edelkamp and Stefan Schrodl Elsevier, 2012, ISBN 978-0-12-372-512-7 http://www.sciencedirect.com/science/book/9780123725127 Search Theory: A Game Theoretic Perspective Steve Alpern, Robbert Fokkink, Leszek Gasieniec, Roy Lindelauf, and V.S. Subrahmanian (Editors) Springer, 2013, ISBN 978-1-4614-6825-7 http://dx.doi.org/10.1007/978-1-4614-6825-7 Multiobjective Problem Solving from Nature: From Concepts to Applications Joshua Knowles, David Corne, and Kalyanmoy Deb (Editors) Springer, 2008, ISBN 978-3-540-72964-8 http://dx.doi.org/10.1007/978-3-540-72964-8 Experimental Methods for the Analysis of Optimization Algorithms Thomas Bartz-Beielstein, Marco Chiarandini, Luis Paquete, and Mike Preuss (Editors) Springer, 2010, ISBN 978-3-642-02538-9 http://dx.doi.org/10.1007/978-3-642-02538-9 Experimental Research in Evolutionary Computation: The New Experimentalism Thomas Bartz-Beielstein Springer, 2006, ISBN 978-3-540-32027-2 http://dx.doi.org/10.1007/3-540-32027-X A Guide to Experimental Algorithmics Catherine C. McGeoch Cambridge University Press, 2012, ISBN 9780511843747 http://dx.doi.org/10.1017/CBO9780511843747 Complexity Theory: Exploring the Limits of Efficient Algorithms Ingo Wegener Springer, 2005, ISBN 978-3-540-27477-3 http://dx.doi.org/10.1007/3-540-27477-4 Analyzing Evolutionary Algorithms: The Computer Science Perspective Thomas Jansen Springer, 2013, ISBN 978-3-642-17339-4 http://dx.doi.org/10.1007/978-3-642-17339-4 Fundamentals of Parameterized Complexity Robert G. Downey and Michael R. Fellows Springer, 2013, ISBN 978-1-4471-5559-1 http://dx.doi.org/10.1007/978-1-4471-5559-1 Theory and Principled Methods for the Design of Metaheuristics Yossi Borenstein and Alberto Moraglio (Editors) Springer, 2014, ISBN 978-3-642-33206-7 http://dx.doi.org/10.1007/978-3-642-33206-7 Handbook of Metaheuristics, Second Edition Michel Gendreau and Jean-Yves Potvin (Editors) Springer, 2010, ISBN 978-1-4419-1665-5 http://dx.doi.org/10.1007/978-1-4419-1665-5 Constraint Satisfaction Problems: CSP Formalisms and Techniques Khaled Ghedira Wiley, 2013, ISBN 9781118574522 http://dx.doi.org/10.1002/9781118574522 Automated Configuration Problem Solving Charles J. Petrie Springer, 2012, ISBN 978-1-4614-4532-6 http://dx.doi.org/10.1007/978-1-4614-4532-6 Evolutionary and Biologically Inspired Music, Sound, Art and Design: Third International Conference, EvoMUSART 2014 Juan Romero, James McDermott, and Joao Correia (Editors) Springer, 2014, ISBN 978-3-662-44335-4 http://dx.doi.org/10.1007/978-3-662-44335-4 An Introduction to Bioinformatics for Computer Scientists David W. Corne and Gary B. Fogel http://dx.doi.org/10.1016/B978-155860797-2/50003-2 An Introduction to Evolutionary Computation for Biologists Gary B. Fogel and David W. Corne http://dx.doi.org/10.1016/B978-155860797-2/50004-4 Evolutionary Computation in Bioinformatics Gary B. Fogel and David W. Corne (Editors) Elsevier, 2002, ISBN 978-1-55860-797-2 http://www.sciencedirect.com/science/book/9781558607972 Bioinformatics and Constraints (Chapter 26) Rolf Backofen and David Gilbert Handbook of Constraint Programming Francesca Rossi, Peter van Beek, and Toby Walsh (Editors) Elsevier, 2006, ISBN 978-0-444-52726-4 http://www.sciencedirect.com/science/bookseries/15746526/ 2 Illustrating Evolutionary Computation with Mathematica Christian Jacob Elsevier, 2001, ISBN 978-1-55860-637-1 http://www.sciencedirect.com/science/book/9781558606371 Special issue on GECCO competitions Genetic Programming and evolvable Machines, Volume 15, Number 4 (December 2014) http://link.springer.com/journal/10710/15/4/ Back to the Table of Contents ======================================= Machine Learning ======================= Also see: Probability and Statistics shelf in the Mathematics section; Data Mining shelf in the Computer Science section. ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ A Course in Machine Learning Hal Daume III (2014) http://ciml.info/ Machine Learning: The Art and Science of Algorithms that Make Sense of Data Peter Flach Cambridge University Press, 2012, ISBN 9780511973000 http://dx.doi.org/10.1017/CBO9780511973000 A Few Useful Things to Know About Machine Learning Pedro Domingos Communications of the ACM, Volume 55, Number 10 (October 2012) http://dx.doi.org/10.1145/2347736.2347755 Efficient Learning Machines: Theories, Concepts, and Applications for Engineers and System Designers Mariette Awad and Rahul Khanna Springer, 2015, ISBN 978-1-4302-5990-9 http://dx.doi.org/10.1007/978-1-4302-5990-9 Data Mining: Practical Machine Learning Tools and Techniques, Third Edition Ian H. Witten, Eibe Frank, and Mark A. Hall Elsevier, 2011, ISBN 978-0-12-374856-0 http://www.sciencedirect.com/science/book/9780123748560 Understanding Machine Learning: From Theory to Algorithms Shai Shalev-Shwartz and Shai Ben-David Cambridge University Press, 2014, ISBN 9781107298019 http://dx.doi.org/10.1017/CBO9781107298019 Encyclopedia of Machine Learning and Data Mining Claude Sammut and Geoffrey I. Webb (Editors) Springer, Live Reference – Constantly updated, ISBN 978-1-4899-7502-7 http://dx.doi.org/10.1007/978-1-4899-7502-7 Statistical Data Mining (and Machine Learning) Tutorials Andrew Moore http://www.autonlab.org/tutorials/ The Auton Lab http://www.autonlab.org/autonweb/2.html Machine Learning Repository, University of California, Irvine http://archive.ics.uci.edu/ml/ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Machine Learning: A Bayesian and Optimization Perspective Sergios Theodoridis Elsevier, 2015, ISBN 978-0-12-801522-3 http://www.sciencedirect.com/science/book/9780128015223 Bring Your Own Learner! A Cloud-Based, Data-Parallel Commons for Machine Learning Ignacio Arnaldo, Kalyan Veeramachaneni, Andrew Song, and Una-May O’Reilly IEEE Computational Intelligence Magazine, Volume 10, Number 1 (February 2015) http://dx.doi.org/10.1109/MCI.2014.2369892 Quantum Machine Learning: What Quantum Computing Means to Data Mining Peter Wittek Elsevier, 2014, ISBN 978-0-12-800953-6 http://www.sciencedirect.com/science/book/9780128009536 How Mature is the Field of Machine Learning? Marcello Pelillo and Teresa Scantamburlo http://dx.doi.org/10.1007/978-3-319-03524-6_11 AI*IA 2013: Advances in Artificial Intelligence Matteo Baldoni, Cristina Baroglio, Guido Boella, and Roberto Micalizio (Editors) Springer, 2013, ISBN 978-3-319-03524-6 http://dx.doi.org/10.1007/978-3-319-03524-6 Challenges and Opportunities in Applied Machine Learning Carla E. Brodley, Umaa Rebbapragada, Kevin Small, and Byron C. Wallace AI Magazine, Volume 33, Number 1 (Spring 2012) http://www.aaai.org/ojs/index.php/aimagazine/article/view/2 367 What skills are needed for machine learning jobs? http://www.quora.com/What-skills-are-needed-for-machinelearning-jobs Quora – connects you to everything you want to know about http://www.quora.com/ The Future of Employment: How Susceptible Are Jobs to Computerisation? Carl Benedikt Frey and Michael A. Osborne (2013) http://www.oxfordmartin.ox.ac.uk/downloads/academic/The_ Future_of_Employment.pdf Kernel Methods and Machine Learning S. Y. Kung Cambridge University Press, 2014, ISBN 9781139176224 http://dx.doi.org/10.1017/CBO9781139176224 Foundations of Rule Learning Johannes Furnkranz, Dragan Gamberger, and Nada Lavrac Springer, 2012, ISBN 978-3-540-75197-7 http://dx.doi.org/10.1007/978-3-540-75197-7 Delving into Deep Learning Brian Hayes American Scientist, Volume 102, Number 3 (May-June 2014) http://dx.doi.org/10.1511/2014.108.186 Deep Learning Comes of Age Gary Anthes Communications of the ACM, Volume 56, Number 6 (June 2013) http://dx.doi.org/10.1145/2461256.2461262 Brains, Sex and Machine Learning Geoffrey Hinton Google TechTalks (June 2012) http://www.youtube.com/watch?v=DleXA5ADG78 Representation Learning: A Review and New Perspectives Yoshua Bengio, Aaron Courville, and Pascal Vincent IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 35, Number 8 (August 2013) Pages 1798http://dx.doi.org/10.1109/TPAMI.2013.50 The dropout learning algorithm Pierre Baldi and Peter Sadowski Artificial Intelligence, Volume 210 (May 2014) http://dx.doi.org/10.1016/j.artint.2014.02.004 Modern Machine Learning Techniques and Their Application in Cartoon Animation Research Jun Yu and Dacheng Tao Wiley, 2013, ISBN 9781118559963 http://dx.doi.org/10.1002/9781118559963 Machine Learning for Computer Vision Roberto Cipolla, Sebastiano Battiato, and Giovanni Maria Farinella (Editors) Springer, 2013, ISBN 978-3-642-28661-2 http://dx.doi.org/10.1007/978-3-642-28661-2 Visual Saliency Computation: A Machine Learning Perspective Jia Li and Wen Gao Springer, 2014, ISBN 978-3-319-05642-5, LNCS 8408 http://dx.doi.org/10.1007/978-3-319-05642-5 Machine Learning in Medicine Ton J. Cleophas and Aeilko H. Zwinderman Springer, 2013, 978-94-007-5824-7 http://dx.doi.org/10.1007/978-94-007-5824-7 Machine Learning in Medicine, Part Two Ton J. Cleophas and Aeilko H. Zwinderman Springer, 2013, ISBN 978-94-007-6886-4 http://dx.doi.org/10.1007/978-94-007-6886-4 Chapter 1 Introduction **** This chapter introduces the idea of machine learning **** for pattern recognition tasks http://dx.doi.org/10.1007/978-3-642-40997-4_1 Hybrid Classifiers: Methods of Data, Knowledge, and Classifier Combination Michal Wozniak Springer, 2014, ISBN 978-3-642-40997-4 http://dx.doi.org/10.1007/978-3-642-40997-4 Herbert A. Simon Why Should Machines Learn? **** Paper written for the Carnegie Symposium on Cognition **** **** – “it was really about psychology” **** http://www-edlab.cs.umass.edu/cs689/2010-lectures/simonwhy-should-machines-learn.pdf Chapter 2 Why Should Machines Learn? Machine Learning: An artificial intelligence approach R. S. Michalski, J. G. Carbonell, and T. M. Mitchell (Editors) Morgan Kaufmann, 1983 **** At the link below **** Click on Series VIII: Publications – (1938) 1949-2000 **** In the Search For: window type in why should machines learn? **** and click on Search **** Scroll to Item 11 (note: item number may change), **** click on the title, **** and then click on the Show Document icon http://digitalcollections.library.cmu.edu/portal/guest.jsp?smd= 2&cl=library1_lib&nid=93636 Herbert Simon Collection http://diva.library.cmu.edu/Simon/ Wikipedia: http://en.wikipedia.org/wiki/Herbert_A._Simon Machine Learning Achim Hoffmann and Ashesh Mahidadia http://dx.doi.org/10.1007/978-3-642-02788-8_2 Statistical Inference Shahjahan Khan http://dx.doi.org/10.1007/978-3-642-02788-8_3 The Philosophy of Science and its relation to Machine Learning Jon Williamson http://dx.doi.org/10.1007/978-3-642-02788-8_4 Scientific Data Mining and Knowledge Discovery: Principles and Foundations Mohamed Medhat Gaber (Editor) Springer, 2010, ISBN 978-3-642-02788-8 http://dx.doi.org/10.1007/978-3-642-02788-8 Explanation-Based Neural Network Learning: A Lifelong Learning Approach Sebastian Thrun Springer, 1996, ISBN 978-1-4613-1381-6 http://dx.doi.org/10.1007/978-1-4613-1381-6 Learning to Learn Sebastian Thrun and Lorien Pratt (Editors) Springer, 1998, ISBN 978-1-4615-5529-2 http://dx.doi.org/10.1007/978-1-4615-5529-2 Emerging Paradigms in Machine Learning Sheela Ramanna, Lakhmi C. Jain, and Robert J. Howlett (Editors) Springer, 2013, ISBN978-3-642-28699-5 http://dx.doi.org/10.1007/978-3-642-28699-5 Self-Adaptive Systems for Machine Intelligence Haibo He Wiley, 2011, ISBN 9781118025604 http://dx.doi.org/10.1002/9781118025604 Imbalanced Learning: Foundations, Algorithms, and Applications Haibo He and Yunqian Ma (Editors) Wiley, 2013, ISBN 9781118646106 http://dx.doi.org/10.1002/9781118646106 Human and Machine Problem Solving K. J. Gilhooly (Editor) Springer, 1989, ISBN 978-1-4684-8015-3 http://dx.doi.org/10.1007/978-1-4684-8015-3 Thinking and Problem Solving Robert J. Sternberg (Editor) Elsevier, 1994, ISBN 978-0-08-057299-4 http://www.sciencedirect.com/science/book/9780080572994 The Psychology of Problem Solving Janet E. Davidson and Robert J. Sternberg (Editors) Cambridge University Press, 2003, ISBN 9780511615771 http://dx.doi.org/10.1017/CBO9780511615771 Chapter 8 Problem Solving Thomas B. Ward http://dx.doi.org/10.1016/B978-0-12-374714-3.00008-2 Handbook of Organizational Creativity Michael D. Mumford (Editor) Elsevier, 2012, ISBN 978-0-12-374714-3 http://www.sciencedirect.com/science/book/9780123747143 Chapter 4 Machine Learning: The Ghost in the Learning Machine http://dx.doi.org/10.1007/978-3-540-69913-2_4 Applying Computational Intelligence: How to Create Value Arthur K. Kordon Springer, 2010, ISBN 978-3-540-69913-2 http://dx.doi.org/10.1007/978-3-540-69913-2 Preferences in AI: An Overview Carmel Domshlak, Eyke Hullermeier, Souhila Kaci, and Henri Prade Representing, Processing, and Learning Preferences: Theoretical and Practical Challenges (special issue) Artificial Intelligence, Volume 175, Issues 7-8 (May 2011) http://dx.doi.org/10.1016/j.artint.2011.03.004 Preference Learning Johannes Furnkranz and Eyke Hullermeier (Editors) Springer, 2010, ISBN 978-3-642-14125-6 http://dx.doi.org/10.1007/978-3-642-14125-6 Never Ending Language Learning Tom M. Mitchell http://www.youtube.com/watch?v=51q2IajH94A Homepage of Tom Mitchell, E. Fredkin University Professor; Chair, Machine Learning Department; School of Computer Science; Carnegie Mellon University http://www.cs.cmu.edu/~tom/ Machine Learning, Neural and Statistical Classification D. Michie, D.J. Spiegelhalter, and C.C. Taylor (Editors) Ellis Horwood, 1994 http://www1.maths.leeds.ac.uk/~charles/statlog/ Machine learning and radiology Shijun Wang and Ronald M. Summers Medical Image Analysis, Volume 16, Number 5 (July 2012) http://dx.doi.org/10.1016/j.media.2012.02.005 Machine Learning and Steganalysis Hans Georg Schaathun Wiley, 2012, ISBN9781118437957 http://dx.doi.org/10.1002/9781118437957 Active Learning Burr Settles Morgan & Claypool, 2012, ISBN 9781608457267 http://dx.doi.org/10.2200/S00429ED1V01Y201207AIM018 Good Learners for Evil Teachers Ofer Dekel and Ohad Shami Proceedings of the 26th Annual International Conference on Machine Learning, ICML 2009 http://dx.doi.org/10.1145/1553374.1553404 *** Free ***************************************** http://research.microsoft.com/pubs/80598/dekelsh09.pdf Video of the lecture http://videolectures.net/icml09_dekel_glfet/ Videos, ICML 2009 Sessions http://videolectures.net/icml09_sessions/ Learning From Crowds Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Gerardo Hermosillo Valdez, Charles Florin, luka Bogoni, and Linda Moy Journal of Machine Learning Research, Volume 11 (April 2010) http://jmlr.csail.mit.edu/papers/v11/raykar10a.html Introduction to Semi-Supervised Learning Xiaojin Zhu and Andrew B. Goldberg Morgan & Claypool, 2009, ISBN 97811598295481 http://dx.doi.org/10.2200/S00196ED1V01Y200906AIM006 When Errors Become the Rule: Twenty Years with Transformation-Based Learning Marcus Uneson ACM Computing Surveys, Volume 46, Number 4 (April 2014) http://dx.doi.org/10.1145/2534189 Case-Based Reasoning: A Concise Introduction Beatriz Lopez Morgan & Claypool, 2013, ISBN 9781627050081 http://dx.doi.org/10.2200/S00490ED1V01Y201303AIM020 Relational Knowledge Discovery M E Muller Cambridge University Press, 2012, ISBN 9781139047869 http://dx.doi.org/10.1017/CBO9781139047869 Meta-Algorithmics: Patterns for Robust, Low-Cost. High-Quality Systems Steven J. Simske Wiley, 2013, ISBN 9781118626719 http://dx.doi.org/10.1002/9781118626719 Human Computation Edith Law and Luis von Ahn Morgan & Claypool, 2011, ISBN 9781608455171 http://dx.doi.org/10.2200/S00371ED1V01Y201107AIM013 Reinforcement Learning: An Introduction Richard S. Sutton and Andrew G. Barto MIT Press, 1998 http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html Errata and Notes http://webdocs.cs.ualberta.ca/~sutton/book/errata.html Richard S. Sutton, Professor and iCore chair Department of Computing Science, University of Alberta, Canada http://webdocs.cs.ualberta.ca/~sutton/ Reinforcement and Systemic Machine Learning for Decision Making Parag Kulkarni Wiley, 2012, ISBN 9781118266502 http://dx.doi.org/10.1002/9781118266502 Algorithms for Reinforcement Learning Csaba Szepesvari Morgan & Claypool, 2010, ISBN 9781608454938 http://dx.doi.org/10.2200/S00268ED1V01Y201005AIM009 Reinforcement Learning Repository, University of Massachusetts, Amherst http://www-anw.cs.umass.edu/rlr/ Information Theory, Inference, and Learning Algorithms David MacKay Cambridge University Press, 2003 http://www.inference.phy.cam.ac.uk/itprnn/book.html David J.C. MacKay FRS Professor of Natural Philosophy, Department of Physics, Cavendish Laboratory, University of Cambridge http://www.inference.phy.cam.ac.uk/mackay/ Prediction, Learning, and Games Nicolo Cesa-Bianchi and Gabor Lugosi Cambridge University Press, 2006, ISBN 9780511546921 http://dx.doi.org/10.1017/CBO9780511546921 Machine Learning for Adaptive Many-Core Machines – A Practical Approach Noel Lopes and Bernardete Ribeiro Springer, 2015, ISBN 978-3-319-06938-8 http://dx.doi.org/10.1007/978-3-319-06938-8 Support Vector Machines Ingo Steinwart and Andreas Christmann Springer, 2008, ISBN 978-0-387-77242-4 http://dx.doi.org/10.1007/978-0-387-77242-4 Learning to Classify Text Using Support Vector Machines Thorsten Joachims Springer, 2002, 978-1-4615-0907-3 http://dx.doi.org/10.1007/978-1-4615-0907-3 Prediction, Learning, and Games Nicolo Cesa-Bianchi and Gabor Lugosi Cambridge University Press, 2006, ISBN 978-0-511-54692-1 http://dx.doi.org/10.1017/CBO9780511546921 Chapter 1 Algorithmic Probability: Theory and Applications Ray J. Solomonoff http://dx.doi.org/10.1007/978-0-387-84816-7_1 Information Theory and Statistical Learning Frank Emmert-Streib and Matthias Dehmer (Editors) Springer, 2009, ISBN 978-0-387-84816-7 http://dx.doi.org/10.1007/978-0-387-84816-7 Home Page of Ray Solomonoff http://www.idsia.ch/~juergen/ray.html Wikipedia: http://en.wikipedia.org/wiki/Ray_Solomonoff Probability for Statistics and Machine Learning: Fundamentals and Advanced Topics Anirban DasGupta Springer, 2011, ISBN 978-1-4419-9634-3 http://dx.doi.org/10.1007/978-1-4419-9634-3 From Curve Fitting to Machine Learning: An Illustrative Guide to Scientific Data Analysis and Computational Intelligence Achim Zielesny Springer, 2011, ISBN978-3-642-21280-2 **** Uses Mathematica **** **** and the Computational Intelligence Packages (CIP) **** http://dx.doi.org/10.1007/978-3-642-21280-2 Algorithmic Learning in a Random World Vladimir Vovk, Alexander Gammerman, and Glenn Shafer Springer, 2005, ISBN 978-0-387-25061-8 http://dx.doi.org/10.1007/b106715 A Tutorial on Learning Causal Influence Richard E. Neapolitan and Xia Jiang http://dx.doi.org/10.1007/3-540-33486-6_2 Learning Based Programming Dan Roth http://dx.doi.org/10.1007/3-540-33486-6_3 Innovations in Machine Learning: Theory and Applications Dawn E. Holmes and lakhmi C. Jain (Editors) Springer, 2006, ISBN 978-3-540-33486-6 http://dx.doi.org/10.1007/3-540-33486-6 The Machine Learning journal: 25 years young Peter A. Flach 25th Anniversary Issue Machine Learning, Volume 82, Number 3 (March 2011) http://dx.doi.org/10.1007/s10994-011-5241-z Machine learning in adversarial environments Pavel Liskov and Richard Lippmann Special Issue on Machine Learning in Adversarial Environments Machine Learning, Volume 81, Number 2 (November 2010) http://dx.doi.org/10.1007/s10994-010-5207-6 Guest editorial: special issue on learning theory Sham Kakade and Ping Li Special Issue on Learning Theory Machine Learning, Volume 80, Numbers 2-3 (September 2010) http://dx.doi.org/10.1007/s10994-010-5181-z A New Framework for Machine Learning Christopher M. Bishop http://dx.doi.org/10.1007/978-3-540-68860-0_1 Computational Intelligence: Research Frontiers; IEEE World Congress on Computational Intelligence, WCCI 2008 Jacek M. Zurada, Gary G. Yen, and Jun Wang (Editors) Springer, 2008, ISBN 978-3-540-68860-0 http://dx.doi.org/10.1007/978-3-540-68860-0 Home Page of Christopher M. Bishop http://research.microsoft.com/~cmbishop Learning Bayesian networks: approaches and issues Ronan Daly, Qiang Shen, and Stuart Aitken The Knowledge Engineering Review, Volume 26, Number 2 (2011) http://dx.doi.org/10.1017/S0269888910000251 Bayesian Reasoning and Machine Learning David Barber Cambridge University Press, 2012, ISBN 9780511804779 http://dx.doi.org/10.1017/CBO9780511804779 Learning probabilistic networks Paul J. Krause The Knowledge Engineering Review, Volume 13, Number 04 (1999) http://dx.doi.org/10.1017/S0269888998004019 Competitive learning in biological and artificial neural computation Nathan Intrator and Shimon Edelman Trends in Cognitive Science, Volume 1, Number 7 (October 1997) http://dx.doi.org/10.1016/S1364-6613(97)01066-8 Learning from Delayed Rewards Christopher John Cornish Hellaby Watkins Ph.D. Thesis, 1989, Kings College http://www.cs.rhul.ac.uk/~chrisw/thesis.html Website of Chris Watkins http://www.cs.rhul.ac.uk/~chrisw/ Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition Serkan Kiranyaz, Turker Ince, and Moncef Gabbouj Springer, 2014, ISBN 978-3-642-37846-1 http://dx.doi.org/10.1007/978-3-642-37846-1 Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2014, Proceedings, Part III Tom Calders, Floriana Esposito, Eyke Hullermeier, and Rosa Meo (Editors) Springer, 2014, ISBN 978-3-662-33845-8 http://dx.doi.org/10.1007/978-3-662-44845-8 Conformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications Vineeth N. Balasubramanian, Shen-Shyang Ho, and Vladimir Vovk Elsevier, 2014, ISBN 978-0-12-398537-8 http://www.sciencedirect.com/science/book/9780123985378 Malware and Machine Learning Charles LeDoux and Arun Lakhotia http://dx.doi.org/10.1007/978-3-319-08624-8_1 Intelligent Methods for Cyber Warfare Ronald R. Yager, Marek Z. Reformat, and Naïf Alajlan (Editors) Springer, 2015, ISBN 978-3-319-08624-8 http://dx.doi.org/10.1007/978-3-319-08624-8 Feature Extraction: Foundations and Applications Isabelle Guyon, Steve Gunn, Masoud Nikravesh, and Lofti A. Zadeh (Editors) Springer, 2006, ISBN 978-3-540-35488-8 http://dx.doi.org/10.1007/978-3-540-35488-8 Feature Selection for Data and Pattern Recognition Urszula Stanczyk and lakhmi C. Jain (Editors) Springer, 2015, ISBN 978-3-662-45620-0 http://dx.doi.org/10.1007/978-3-662-45620-0 Combining Pattern Classifiers: Methods and Algorithms, Second Edition Ludmila Kuncheva Wiley, 2014, ISBN 9781118914564 http://dx.doi.org/10.1002/9781118914564 Advances in Independent Component Analysis and Learning Machines Ella Bingham, Samuel Kaski, Jorma Laaksonen, and Jouko Lampinen Elsevier, 2015, ISBN 978-0-12-802806-3 http://www.sciencedirect.com/science/book/9780128028063 Sparse Modeling: Theory, Algorithms, and Applications Irina Rish and Genady Ya. Grabarnik CRC Press, 2015, ISBN 978-1-4398-2870-0 http://www.crcnetbase.com/doi/book/10.1201/b17758 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Unsupervised Learning H.B. Barlow Neural Computation, Volume 1, Number 3 (Fall 1989) http://dx.doi.org/10.1162/neco.1989.1.3.295 Unsupervised Learning: A Dynamic Approach Matthew Kyan, Paisarm Muneesawang, Kambiz Jarrah, and Ling Guan Wiley, 2014, ISBN 9781118875568 http://dx.doi.org/10.1002/9781118875568 Unsupervised Learning Procedures for Neural Networks Suzanna Becker International Journal of Neural Systems, Volume 2, Numbers 1-2 (1991) http://graduate.mcmaster.ca/pnb/department/becker/pub_ne ural.html Advances in Independent Component Analysis and Learning Machines Ella Bingham, Samuel Kaski, Jorma Laaksonen, and Jouko Lampinen (Editors) Elsevier, 2015, ISBN 978-0-12-802806-3 http://www.sciencedirect.com/science/book/9780128028063 Back to the Table of Contents ======================================= Computational Intelligence =============== ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Applying Computational Intelligence: How to Create Value Arthur K. Kordon Springer, 2010, ISBN 978-3-540-69913-2 http://dx.doi.org/10.1007/978-3-540-69913-2 Computational Intelligence: Past, Today, and Future (Chapter 1) Cengiz Kahraman, Ihsan Kaya, and Didem Cinar http://dx.doi.org/10.2991/978-94-91216-29-9_1 Computational Intelligence in Complex Decision Systems Da Ruan (Editor) Springer, 2010, ISBN 978-94-91216-29-9 http://dx.doi.org/10.2991/978-94-91216-29-9 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering: An Approach Based on Symmetry and Similarity Jaime Nava and Vladik Kreinovich Springer, 2015, ISBN 978-3-662-44955-4 http://dx.doi.org/10.1007/978-3-662-44955-4 Artificial Intelligence, Evolutionary Computing and Metaheuristics: In the Footsteps of Alan Turing Xin-She Yang (Editor) Springer, 2013, ISBN 978-3-642-29694-9 http://dx.doi.org/10.1007/978-3-642-29694-9 Computational Intelligence and Pattern Analysis in Biological Informatics Ujjwal Maulik, Sanghamitra Bandyopadhyay, and Jason T.L. Wang (Editors) Wiley, 2010, ISBN 9780470872352 http://dx.doi.org/10.1002/9780470872352 Computational Intelligence: A Methodological Introduction Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Matthias Steinbrecher, and Pascal Held Springer, 2013, ISBN 978-1-4471-5013-8 http://dx.doi.org/10.1007/978-1-4471-5013-8 Computational Intelligence Paradigms: Innovative Applications Lakhmi C. Jain, Mika Sato-Ilic, Maria Virvou, George A. Tsihrintzis, Valentina Emilia Balas, and Canicious Abeynayake (Editors) Springer, 2008, ISBN 978-3-540-79474-5 http://dx.doi.org/10.1007/978-3-540-79474-5 Computational Intelligence: Principles, Techniques and Applications Amit Konar Springer, 2005, ISBN 978-3-540-27335-6 http://dx.doi.org/10.1007/b138935 Computational Intelligence: Synergies of Fuzzy Logic, Neural Networks and Evolutionary Computing Nazmul Siddique and Hojjat Adeli Wiley, 2013, ISBN 9781118534823 http://dx.doi.org/10.1002/9781118534823 Design of Modern Heuristics: Principles and Application Franz Rothlauf Springer, 2011, ISBN 978-3-540-72962-4 http://dx.doi.org/10.1007/978-3-540-72962-4 Engineering General Intelligence, Part 1: A Path to Advanced AGI via Embodied Learning and Cognitive Synergy Ben Goertzel, Cassio Pennachin, and Nil Geisweiller Springer, 2014, ISBN 978-94-6239-027-0 http://dx.doi.org/10.2991/978-94-6239-027-0 Engineering General Intelligence, Part 2: The CogPrime Architecture for Integrative, Embodied AGI Ben Goertzel, Cassio Pennachin, and Nil Geisweiller Springer, 2014, ISBN 978-94-6239-030-0 http://dx.doi.org/10.2991/978-94-6239-030-0 If you are a dog lover, build expert systems; if you are a cat lover, build neural networks Jay Liebowitz Expert Systems with Applications, Volume 21, Issue 2 (August 2001) http://dx.doi.org/10.1016/S0957-4174(01)00026-4 Innovative Computational Intelligence: A Rough Guide to 134 Clever Algorithms Bo Xing and Wen-Jing Gao Springer, 2014, ISBN 978-3-319-03404-1 http://dx.doi.org/10.1007/978-3-319-03404-1 Metacognition: Fundaments, Applications, and Trends: A Profile of the Current State-Of-The-Art Alejandro Pena-Ayala (Editor) Springer, 2015, ISBN 978-3-319-11062-2 http://dx.doi.org/10.1007/978-3-319-11062-2 Meta-Learning in Decision Tree Induction Krzysztof Grabczewski Springer, 2014, ISBN 978-3-319-00960-5 http://dx.doi.org/10.1007/978-3-319-00960-5 A Perspective on Agent Systems: Paradigm, Formalism, Examples Krzysztof Cetnarowicz Springer, 2015, ISBN 978-3-319-13197-9 http://dx.doi.org/10.1007/978-3-319-13197-9 Phoneme-Based Speech Segmentation Using Hybrid Soft Computing Framework Mousmita Sarma and Kandarpa Kumar Sarma Springer, 2014, ISBN 978-81-322-1862-3 http://dx.doi.org/10.1007/978-81-322-1862-3 A Survey of Cost-Sensitive Decision Tree Induction Algorithms Susan Lomax and Sunil Vadera ACM Computing Surveys, Volume 45, Number 2 (February 2013) http://dx.doi.org/10.1145/2431211.2431215 What is a heuristic? Marc H.J. Romanycia and Francis Jeffry Pelletier Computational Intelligence, Volume 1, Number 1 (January 1985) http://dx.doi.org/10.1111/j.1467-8640.1985.tb00058.x Structural Equation Models: From Paths to Networks J. Christopher Westland Springer, 2015, ISBN 978-3-319-16507-3 http://dx.doi.org/10.1007/978-3-319-16507-3 Back to the Table of Contents ======================================= Debates in AI: the Turing Test ============= Computing Machinery and Intelligence A. M. Turing Mind, New Series, Volume 59, Number 236 (October 1950) http://cogprints.org/499/ http://dx.doi.org/10.1093/mind/LIX.236.433 Intelligent Machinery, A Heretical Theory A. M. Turing Philosophia Mathematica, Volume 4, Number 3 (September 1996) http://dx.doi.org/10.1093/philmat/4.3.256 Can digital computers think? A. M. Turing Transcript of a talk broadcast on BBC (15 May 1951) http://turingarchive.org/browse.php/B/5 Can automatic calculating machines be said to think? A. M. Turing Transcript of a talk broadcast on BBC (14 and 23 January 1952) http://turingarchive.org/browse.php/B/6 Mind vs. Machine Brian Christian **** Excerpted from the author’s book **** **** “The Most Human Human” **** Atlantic Magazine (March 2011) http://www.theatlantic.com/magazine/print/2011/03/mind-vsmachine/8386/ The Most Human Human: What Artificial Intelligence Teaches Us About Being Alive Brian Christian Santa Fe Institute (February 2012) http://www.youtube.com/watch?v=8Zs-GQ-ECLs The Turing Test: The Elusive Standard of Artificial Intelligence James H. Moor (Editor) Springer, 2003, ISBN978-94-010-0105-2 http://dx.doi.org/10.1007/978-94-010-0105-2 Passing the Turing Test: Philosophical and Methodological Issues in the Quest for the Thinking Computer Robert Epstein, Gary Roberts and Grace Beber (Editors) Springer, 2009, ISBN 978-1-4020-6710-5 http://dx.doi.org/10.1007/978-1-4020-6710-5 Turing: Then, Now and Still Key Kieran Greer http://dx.doi.org/10.1007/978-3-642-29694-9_3 Artificial Intelligence, Evolutionary Computing and Metaheuristics: In the Footsteps of Alan Turing Xin-She Yang (Editor) Springer, 2013, ISBN 978-3-642-29694-9 http://dx.doi.org/10.1007/978-3-642-29694-9 Turing Test Considered Mostly Harmless Daniel Berrar, Akihiko Konagaya, and Alfons Schuster New Generation Computing, Volume 31, Number 2 (October 2013) http://dx.doi.org/10.1007/s00354-013-0401-2 Turing Revisited: A Cognitively-Inspired Decomposition Tarek Richard Besold http://dx.doi.org/10.1007/978-3-642-31674-6_9 Philosophy and Theory of Artificial Intelligence Vincent C. Muller (Editor) Springer, 2013, ISBN 978-3-642-31674-6 http://dx.doi.org/10.1007/978-3-642-31674-6 On the Claim that a Table-Lookup Program Could Pass the Turing Test Drew McDermott Minds and Machines, Volume 24, Number 2 (May 2014) http://dx.doi.org/10.1007/s11023-013-9333-3 The Trouble with the Turing Test Mark Halpern The New Atlantis (Winter 2006) http://www.thenewatlantis.com/publications/the-trouble-with-theturing-test Letter by Hugh Loebner and response by Mark Halpern The New Atlantis (Spring 2006) http://www.thenewatlantis.com/publications/correspondence-spring2006 Alan Turing and Artificial Intelligence (special issue) Journal of Logic, Language and Information, Volume 9, Number 4 (October 2000) http://dx.doi.org/10.1023/A:1008389623883 http://link.springer.com/journal/10849/9/4/ **** One of the articles with links - the latest version ********************************************** Minds, Machines and Turing: The Indistinguishability of Indistinguishables Stevan Harnad http://cogprints.org/2615/ Computing Machines Can’t Be Intelligent (…and Turing Said So) Peter Kugel Minds and Machines, Volume 12 Number 4, November 2002 http://dx.doi.org/10.1023/A:1021150928258 Anthropomorphism and AI: Turing’s much misunderstood imitation game Diane Proudfoot Special Review Issue Artificial Intelligence, Volume 175, Issues 5-6 (April 2011) http://dx.doi.org/10.1016/j.artint.2011.01.006 Not Another Look at the Turing Test! Kevin Warwick http://dx.doi.org/10.1007/978-3-642-27660-6_11 SOFSEM 2012: Theory and Practice of Computer Science Maria Bielikova, Gerhard Friedrich, Georg Gottlob, Stefan Katzenbeisser, and Gyorgy Turan (Editors) Springer, 2012, ISBN 978-3-642-27660-6, LNCS 7147 http://dx.doi.org/10.1007/978-3-642-27660-6 Minds, Brains, and Turing Stevan Harnad Consciousness Online – The Online Consciousness Conference, 2011 http://consciousnessonline.com/2011/02/18/minds-brains-and-turing/ Watson and the Turing Test Philip Greenspun, February 2011 http://philip.greenspun.com/software/watson Turing’s misunderstood imitation game and IBM’s Watson Success Huma Shah AISB 2011 Convention – York, UK http://www.academia.edu/474617/Turings_misunderstood_imitation_ game_and_IBMs_Watson_success From the Buzzing in Turing’s Head to Machine Intelligence Contests Huma Shah AISB 2010 Convention – Leicester, UK http://www.academia.edu/226311/From_the_Buzzing_in_Turings_Hea d_to_Machine_Intelligence_Contests The Turing Machine Revisited: The computational complexity of a visually conscious machine Alan Rosen and David Rosen 11th Annual Meeting of the Association for the Scientific Study of Consciousness, 2007 http://www.theassc.org/documents/the_turing_machine_revisitedthe _computational_complexity_of_a_visually_conscious_machine Association for the Scientific Study of Consciousness http://www.theassc.org/ Semantics, experience, and time Stephen E. Robbins http://dx.doi.org/10.1016/S1389-0417(02)00045-1 Special Issue: Situated and Embodied Cognition Cognitive Systems Research, Volume 3, Number 3 (September 2002) http://www.sciencedirect.com/science/journal/13890417/3/3 Moving Beyond the Turing Test Robert M. French Communications of the ACM, Volume 55, Number 12 (December 2012) http://dx.doi.org/10.1145/2380656.2380674 Descartes’ influence on Turing Darren Abramson Studies in History and Philosophy of Science, Volume 42 (2011) http://dx.doi.org/10.1016/j.shpsa.2011.09.004 Alan Turing’s “Computing Machinery and Intelligence” Cristiano Castelfranchi Topoi, Volume 32, Number 2 (October 2013) *** the author gets a bit cute ************* http://dx.doi.org/10.1007/s11245-013-9182-y Variations of the Turing Test in the Age of Internet and Virtual Reality Florentin Neumann, Andrea Reichenberger, and Martin Ziegler http://arxiv.org/abs/0904.3612 Faith in the Algorithm, Part 1: Beyond the Turing Test Marko A. Rodriguez and Alberto Pepe http://arxiv.org/abs/0903.0200 Faith in the Algorithm, Part 2: Computational Eudaemonics Marko A. Rodriguez and Alberto Pepe http://arxiv.org/abs/0904.0027 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Home Page of The Loebner Prize in Artificial Intelligence http://www.loebner.net/Prizef/loebner-prize.html The Turing Test (The Turing Test on PhilPapers) Online Papers on Consciousness http://consc.net/online/6.1a Back to the Table of Contents ======================================= Debates in AI: the Chinese Room Argument = ======================================= ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Scripts, Plans, Goals, and Understanding (Chapters 1 – 3) R.C. Schank & R.P. Abelson http://dx.doi.org/10.1016/B978-1-4832-1446-7.50019-4 Readings in Cognitive Science: A Perspective from Psychology and Artificial Intelligence Allan Collins and Edward E. Smith Elsevier, 1988, ISBN 978-1-4832-1446-7 http://www.sciencedirect.com/science/book/978148321 4467 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ John R. Searle Minds, brains, and programs Behavioral and Brain Sciences, Volume 3, Number 3 (September 1980) Pages 417-457 *** includes 27 commentaries and Author’s Response *** http://dx.doi.org/10.1017/S0140525X00005756 The Chinese room revisited Behavioral and Brain Sciences, Volume 5, Number 2 (June 1982) Pages 338-348 *** Continuing Commentary **** *** includes 7 more commentaries with Authors Response *** http://dx.doi.org/10.1017/S0140525X00012425 Intentionality: An essay in the philosophy of mind Cambridge University Press, 1983, ISBN 9781139173452 http://dx.doi.org/10.1017/CBO9781139173452 Patterns, symbols, and understanding Behavioral and Brain Sciences, Volume 8, Number 4 (December 1985) Pages 741-743 *** Continuing Commentary **** *** includes one more commentary with Authors Response *** http://dx.doi.org/10.1017/S0140525X00045994 Is the Brain’s Mind a Computer Program? Pages 26-31 Scientific American, Volume 262, Number 1 (January 1990) http://www.nature.com/scientificamerican/journal/v262/n1/index.htm l#features The causal power of the brain: The necessity of sufficiency Behavioral and Brain Sciences, Volume 13, Number 1 (March 1990) Pages 163-164 *** Continuing Commentary **** *** includes one more commentary with Authors Response *** http://dx.doi.org/10.1017/S0140525X00078092 Consciousness, explanatory inversion, and cognitive science Behavioral and Brain Sciences, Volume 13, Number 4 (December 1990) Pages 585-642 *** includes 34 commentaries and Authors Response *** http://dx.doi.org/10.1017/S0140525X00080304 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Hannoch Ben-Yami A note on the Chinese Room Synthese, Volume 95, Number 2 (May 1993) http://dx.doi.org/10.1007/BF01064586 B. Jack Copeland Turing’s O-machines, Searle, Penrose and the brain Analysis, Volume 58, Number 2 (April 1998) http://dx.doi.org/10.1111/1467-8284.00113 http://dx.doi.org/10.1093/analys/58.2.128 Paul M. Churchland and Patricia Smith Churchland Could a Machine Think? Scientific American, Volume 262, Number 1 (January 1990) http://www.nature.com/scientificamerican/journal/v262/n1/index.htm l#features Roger Fellows Welcome to Wales: Searle on the Computational Theory of Mind http://dx.doi.org/10.1017/CBO9780511524080.007 Philosophy and Technology Roger Fellows (Editor) Cambridge University Press, 1995, ISBN 9780511524080 http://dx.doi.org/10.1017/CBO9780511524080 Siegfried Kanngieber Inside and Outside the Chinese Room http://dx.doi.org/10.1007/BFb0052104 Foundations of Computer Science: Potential – Theory – Cognition Christian Freksa, Matthias Jantzen, and Rudiger Valk (Editors) Springer, 1997, ISBN 978-3-540-69640-7, LNCS 1337 http://dx.doi.org/10.1007/BFb0052071 Michael Kober Kripkenstein Meets the Chinese Room: Looking for the Place of Meaning from a Natural Point if View Inquiry: An Interdisciplinary Journal of Philosophy, Volume 41, Number 3 (1998) Pages 317-332 http://dx.doi.org/10.1080/002017498321797 Justin Leiber The Light Bulb and the Turing-Tested Machine Journal for the Theory of Social Behaviour, Volume 22, Number 1 (March 1992) Pages 25-39 http://dx.doi.org/10.1111/j.1468-5914.1992.tb00208.x George Rey What’s really going on in Searle’s Chinese room? Philosophical Studies, Volume 50, Number 2 (September 1986) http://dx.doi.org/10.1007/BF00354586 Ted A. Warfield Searle’s causal powers Analysis, Volume 59, Number 1 (January 1999) Pages 29-32 http://dx.doi.org/10.1111/1467-8284.00145 http://dx.doi.org/10.1093/analys/59.1.29 Thomas Weiss Closing the Chinese Room Ratio, Volume 3, Number 2 (December 1990) Pages 165-181 http://dx.doi.org/10.1111/j.1467-9329.1990.tb00022.x Reese M. Heitner Book Review: “Views into the Chinese Room: New Essays on Searle and Artificial Intelligence” Minds and Machines, Volume 15, Number 1 (February 2005) http://dx.doi.org/10.1007/BF03210002 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ John R. Searle Chapter 3 The Turing Test: fifty-five years later http://dx.doi.org/10.1017/CBO9780511812859.005 Chapter 4 Twenty-one years in the Chinese Room http://dx.doi.org/10.1017/CBO9780511812859.006 Chapter 5 Is the brain a digital computer? http://dx.doi.org/10.1017/CBO9780511812859.007 Philosophy in a New Century: Selected Essays Cambridge University Press, 2008, ISBN 9780511812859 http://dx.doi.org/10.1017/CBO9780511812859 7 Features Great and Small http://dx.doi.org/10.1017/CBO9780511541384.009 Figments of reality: The evolution of a curious mind Ian Stewart and Jack Cohen Cambridge University Press, 1997, ISBN 9780511541384 http://dx.doi.org/10.1017/CBO9780511541384 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Computational Creativity Research: Towards Creative Machines Tarek R. Besold, Marco Schorlemmer, and Alan Small (Editors) Springer, 2015, ISBN 978-94-6239-085-0 http://dx.doi.org/10.2991/978-94-6239-085-0 1 The Problem of Consciousness http://dx.doi.org/10.1017/CBO9780511606366.002 Consciousness and Language John R. Searle Cambridge University Press, 2002, ISBN 9780511606366 http://dx.doi.org/10.1017/CBO9780511606366 10 The Chinese Room Argument Josef Moural http://dx.doi.org/10.1017/CBO9780511613999.010 John Searle Barry Smith (Editor) Cambridge University Press, 2003, ISBN 9780511613999 http://dx.doi.org/10.1017/CBO9780511613999 Making Consciousness Safe for Neuroscience Andrew Brook http://dx.doi.org/10.1017/CBO9780511610608.013 Cognition and the Brain: The Philosophy and Neuroscience Movement Andrew Brook and Kathleen Akins (Editors) Cambridge University Press, 2005, ISBN 9780511610608 http://dx.doi.org/10.1017/CBO9780511610608 24 – Speed Bumps http://dx.doi.org/10.1017/CBO9780511819346.028 The Quest for Artificial Intelligence: A History of Ideas and Achievements Nils J. Nilsson Cambridge University Press, 2010, ISBN 9780511819346 http://dx.doi.org/10.1017/CBO9780511819346 Chapter 6 Artificial Intelligence and Consciousness Drew McDermott http://dx.doi.org/10.1017/CBO9780511816789.007 The Cambridge Handbook of Consciousness Philip David Zelazo, Morris Moscovitch, and Evan Thompson (Editors) Cambridge University Press, 2007, ISBN 9780511816789 http://dx.doi.org/10.1017/CBO9780511816789 4 Minds and machines http://dx.doi.org/10.1017/CBO9780511979309.005 Quantum Computing since Democritus Scott Aaronson Cambridge University Press, 2013, ISBN 9780511979309 http://dx.doi.org/10.1017/CBO9780511979309 2 – Representation in classical computational theories: the Standard Interpretation and its problems http://dx.doi.org/10.1017/CBO9780511597954.003 3 – Two notions of representation in the classical computational framework http://dx.doi.org/10.1017/CBO9780511597954.004 Representation Reconsidered William M. Ramsey Cambridge University Press, 2007, ISBN 9780511597954 http://dx.doi.org/10.1017/CBO9780511597954 16 – Learning from functionalism: prospects for strong artificial life Elliott Sober http://dx.doi.org/10.1017/CBO9780511730191.021 The Nature of Life: Classical and Contemporary Perspectives from Philosophy and Science Mark A. Bedau and Carol E. Cleland (Editors) Cambridge University Press, 2010, ISBN 9780511730191 http://dx.doi.org/10.1017/CBO9780511730191 Expression and Meaning: Studies in the Theory of Speech Acts John R. Searle Cambridge University Press, 1979, ISBN 9780511609213 http://dx.doi.org/10.1017/CBO9780511609213 John Searle’s Philosophy of Language: Force, Meaning, and Mind Savas L. Tsohatzidis (Editor) Cambridge University Press, 2007, ISBN 9780511619489 http://dx.doi.org/10.1017/CBO9780511619489 1 Language and Social Ontology John R. Searle http://dx.doi.org/10.1017/CBO9780511812880.003 1 – Comment - De Rerum Natura: Dragons of Oliviousness and the Science of Social Ontology Mark Turner http://dx.doi.org/10.1017/CBO9780511812880.004 Philosophy of the Social Sciences: Philosophical Theory and Scientific Practice C. Mantzavinos (Editor) Cambridge University Press, 2009, ISBN 9780511812880 http://dx.doi.org/10.1017/CBO9780511812880 The Explanation of Cognition John R. Searle http://dx.doi.org/10.1017/CBO9780511563782.007 Thought and Language John Preston (Editor) Cambridge University Press, 1997, ISBN 9780511563782 http://dx.doi.org/10.1017/CBO9780511563782 6 - Metaphor John R. Searle http://dx.doi.org/10.1017/CBO9781139173865.008 Metaphor and Thought, Second Edition Andrew Ortony (Editor) Cambridge University Press, 1993, ISBN 9781139173865 http://dx.doi.org/10.1017/CBO9781139173865 Back to the Table of Contents ======================================= Debates in AI: the CRA Continues ========== ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ John R. Searle The Chinese Room Argument (2006) http://dx.doi.org/10.1002/0470018860.s00159 Encyclopedia of Cognitive Science Wiley, 1999-present, ISBN 9780470018866 Lynn Nadel (Editor-in-Chief) http://dx.doi.org/10.1002/0470018860 Interview by Paul Almond Machines Like Us (15 March 2009) http://machineslikeus.com/interviews/machines-us-interviewsjohn-searle-0 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Jason Ford Hellen Keller Was Never in a Chinese Room Minds and Machines, Volume 21, Number 1 (Febrauary2011) http://dx.doi.org/10.1007/s11023-010-9220-0 Shaun Gallagher The Key to the Chinese Room Pages 87-96 http://dx.doi.org/10.1007/978-1-4020-9992-2_5 After Cognitivism: A Reassessment of Cognitive Science and Philosophy Karl Leidlmair (Editor) Springer, 2009, ISBN 978-1-4020-9992-2 http://dx.doi.org/10.1007/978-1-4020-9992-2 Robert Klee Physical Scale Effects and Philosophical Thought Experiments Metaphilosophy, Volume 39, Number 1 (January 2008) http://dx.doi.org/10.1111/j.1467-9973.2008.00526.x Slawomir J. Nasuto, John Mark Bishop, Etienne B. Roesch, and Matthew C. Spencer Zombie Mouse in a Chinese Room Philosophy & Technology (February 2014) http://dx.doi.org/10.1007/s13347-014-0150-2 Michel John Shaffer A Logical Hole in the Chinese Room Minds and Machines, Volume 19 Number 2 (May 2009) http://dx.doi.org/10.1007/s11023-009-9151-9 Symbolism, embodied cognition, and the broader debate Lawrence Shapiro http://dx.doi.org/10.1093/acprof:oso/9780199217274.003.0004 Symbols and embodiment: Debates on meaning and cognition Manuel de Vega, Arthur Glenberg, and Arthur Graesser (Editors) Oxford University Press, 2008, ISBN 9780199217274 http://dx.doi.org/10.1093/acprof:oso/9780199217274.001.0001 Jerome C. Wakefield The Chinese Room Argument Reconsidered: Essentialism, Indeterminacy, and Strong AI Minds and Machines, Volume 13, Number 2 (May 2003) http://dx.doi.org/10.1023/A%3A1022947527614 Back to the Table of Contents ======================================= Debates in AI: The Emperor’s New Mind ==== ======================================= Precis of The Emperor’s New Mind: Concerning computers, minds, and the laws of physics Roger Penrose Behavioral and Brain Sciences, Volume 13, Number 4 (December 1990) Pages 643-705 *** includes 37 commentaries and Authors Response *** http://dx.doi.org/10.1017/S0140525X00080675 24 – Speed Bumps http://dx.doi.org/10.1017/CBO9780511819346.028 The Quest for Artificial Intelligence: A History of Ideas and Achievements Nils J. Nilsson Cambridge University Press, 2010, ISBN 9780511819346 http://dx.doi.org/10.1017/CBO9780511819346 Back to the Table of Contents ======================================= Debates in AI: Singularity Hypotheses ====== Singularity Hypotheses: A Scientific and Philosophical Assessment Amnon H. Eden, James H. Moor, Johnny H. Soraker, and Eric Steinhart (Editors) Springer, 2012, ISBN 978-3-642-32560-1 http://dx.doi.org/10.1007/978-3-642-32560-1 Special Report: The Singularity IEEE Spectrum, Volume 45, Number 6 (June 2008) www.spectrum.ieee.org/jun08/singularityspecialreport Book Review and Discussions – “The Singularity is Near: When Humans Transcend Biology” Robert U. Ayres; Ted Gordon; Theodore Modis; Tesseleno C. Devezas; Joseph F. Coates Technological Forecasting and Social Change, Volume 73, Number 2 (February 2006) http://www.sciencedirect.com/science/journal/00401625/73/2 How many singularities are near and how will they disrupt human history? Christopher L. Magee and Tessaleno C. Devezas Technological Forecasting and Social Change, Volume 78, Number 8 (October 2011) http://dx.doi.org/10.1016/j.techfore.2011.07.013 10 Connecting Patterns http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber =5396690& Connections: Patterns of Discovery H.Peter Alesso and Craig F. Smith Wiley-IEEE Press, 2008, ISBN 9780470191538 http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=536100 9 A Law of Acceleration http://www.bartleby.com/159/34.html The Education of Henry Adams Henry Adams http://www.bartleby.com/159/ Wikipedia: http://en.wikipedia.org/wiki/Henry_Adams http://en.wikipedia.org/wiki/The_Education_of_Henry_Adams Darwin among the Machines Samuel Butler Letter to the Editor of the Press, Christchursh, New Zealand, 13 June, 1863 http://nzetc.victoria.ac.nz/tm/scholarly/tei-ButFir-t1-g1-t1-g1t4-body.html Erewhon: or, Over the Range Samuel Butler (1872) http://nzetc.victoria.ac.nz/tm/scholarly/tei-ButErew.html Wikipedia: http://en.wikipedia.org/wiki/Samuel_Butler_(novelist) http://en.wikipedia.org/wiki/Erewhon Surfing The Singularity: Damien Broderick Amara D. Angelica (May 18, 2001) http://www.kurzweilai.net/surfing-the-singularity-damienbroderick The Encyclopedia of Science Fiction: http://www.sf-encyclopedia.com/entry/broderick_damien The Singularity: A Philosophical Analysis David J. Chalmers Journal of Consciousness Studies, Volume 17, Numbers 9-10 (2010) http://consc.net/papers/singularity.pdf Response to “The Singularity: A Philosophical Analysis” Drew McDermott http://www.cs.yale.edu/homes/dvm/papers/chalmerssingularity-response.pdf The Singularity: A Reply David J. Chalmers http://consc.net/papers/singreply.pdf Kurzweil’s argument for the success of AI Drew McDermott Artificial Intelligence, Volume 170, Number 18 (December 2006) http://dx.doi.org/10.1016/j.artint.2006.10.006 Human-level artificial general intelligence and the possibility of technological singularity A reaction to Ray Kurzweil’s The Singularity is Near, and McDermott’s critique of Kurzweil Ben Goertzel Artificial Intelligence, Volume 171, Number 18 (December 2007) http://dx.doi.org/10.1016/j.artint.2007.10.011 Radical Evolution: The Promise and Peril of Enhancing Our Minds, Our Bodies – and What It Means to Be Human Joel Garreau Book Discussion (June 18, 2005) http://www.c-spanvideo.org/program/187311-1 The Future of Humankind: Scenarios from heaven to hell, with stops along the way Nick Bostrom Scientific American (June 27, 2005) http://www.scientificamerican.com/article.cfm?id=the-futureof-humankind&print=true The Human-Techno Future: How Weird? How Soon? Sean Markey National Geographic News (August 3, 2005) http://news.nationalgeographic.com/news/pf/76612590.html Ethical guidelines for a superintelligence Ernst Davis Artificial Intelligence, Volume 220 (March 2015) http://dx.doi.org/10.1016/j.artint.2014.12.003 Speculations Concerning the First Ultraintelligent Machine Irving John Good http://dx.doi.org/10.1016/S0065-2458(08)60418-0 Advances in Computers, Volume 6 Franz L. Alt and Morris Rubinoff (Editors) Elsevier, 1966, ISBN 978-0-12-012106-9 If uploads come first: The crack of a future dawn Robin Hanson (March 8, 1994) http://philpapers.org/rec/HANIUC Chales S. Pierce’s Evolutionary Philosophy Carl R. Hausman Cambridge University Press, 1993, ISBN 0780511570773 http://dx.doi.org/10.1017/CBO9780511570773 Why the future doesn’t need us. Bill Joy Wired Magazine (April 2000) http://www.wired.com/wired/archive/8.04/joy_pr.html When will computer hardware match the human brain? Hans Moravec http://www.transhumanist.com/volume1/moravec.htm Journal of Evolution and Technology, Volume 1 (1988) Ray Kuezweil and Uploading: Just Say No! Nicholas Agar Journal of Evolution and Technology, Volume 22, Number 1 (November 2011) http://jetpress.org/v22/agar.htm Intelligence Unbound: The Future of Uploaded and Machine Minds Russell Blackford and Damien Broderick (Editors) Wiley, 2014, ISBN 9781118736302 http://dx.doi.org/10.1002/9781118736302 Teilhard de Chardin and Transhumanism Eric Steinhard Journal of Evolution and Technology, Volume 20, Number 1 (December 2011) http://jetpress.org/v20/steinhart.htm Thinking Inside the Box: Controlling and Using an Oracle AI Stuart Armstrong, Anders Sandberg, and Nick Bostrom Minds and Machines, Volume 22, Number 4 (November 2012) http://dx.doi.org/10.1007/s11023-012-9282-2 The Nexus Between Artificial Intelligence and Economics Ad J. W. van de Gevl and Charles N. Noussair Springer, 2013, ISBN 978-3-642-33648-5 http://dx.doi.org/10.1007/978-3-642-33648-5 The Transhumanist Reader: Classical and Contemporary Essays on the Science, Technology, and Philosophy of the Human Future Max More and Natasha Vita-More (Editors) Wiley, 2013, ISBN 9781118555927 http://dx.doi.org/10.1002/9781118555927 What Sort of People Should There Be? – Genetic Engineering, Brain Control and their Impact on Our Future World Jonathan Glover Penguin Books (1984) **** Scroll to the bottom of the screen and click on the PDF icon ************ http://www.jonathanglover.co.uk/books/what-sort-of-peopleshould-there-be Home Page of Jonathan Glover http://www.jonathanglover.co.uk/ Transhumanism and Society: The Social Debate over Human Enhancement Stephen Lilley Springer, 2013, ISBN 978-94-007-4981-8 http://dx.doi.org/10.1007/978-94-007-4981-8 Humanity+ (Transhumanism portal) http://humanityplus.org/ Wikipedia: Transhumanism http://en.wikipedia.org/wiki/Transhumanism Back to the Table of Contents ======================================= Thoughts, Ideas, Opinions, and Surveys ===== The Cambridge Handbook of Artificial Intelligence Keith Frankish and William M. Ramsey (Editors) Cambridge University Press, 2014, ISBN 9781139046855 http://dx.doi.org/10.1017/CBO9781139046855 Algorithmic Aspects of Analysis, Prediction, and Control in Science and Engineering: An Approach Based on Symmetry and Similarity Jaime Nava and Vladik Kreinivich Springer, 2015, ISBN 978-3-662-44955-4 http://dx.doi.org/10.1007/978-3-662-44955-4 The Man Who Would Teach Machines to Think James Somers The Atlantic (November 2013) http://www.theatlantic.com/magazine/archive/2013/11/the-manwho-would-teach-machines-to-think/309529/ Beyond Artificial Intelligence: Contemplations, Expectations, Applications Josef Kelemen, Jan Romportl, and Eva Zackova (Editors) Springer, 2013, ISBN 978-3-642-34422-0 http://dx.doi.org/10.1007/978-3-642-34422-0 Abstraction in Artificial Intelligence and Complex Systems Lorenza Saitta and Jean-Daniel Zucker Springer, 2013, ISBN 978-1-4614-7052-6 http://dx.doi.org/10.1007/978-1-4614-7052-6 Artificial Intelligence and Creativity: An Interdisciplinary Approach Terry Dartnall (Editor) Springer, 1994, ISBN 978-94-017-0793-0 http://dx.doi.org/10.1007/978-94-017-0793-0 Creativity at the Metalevel: AAAI-2000 Presidential Address Bruce G. Buchanan AI Magazine, Volume 22, Number 3 (Fall 2001) http://dx.doi.org/10.1609/aimag.v22i3.1569 Richard Feynman Computer Heuristics Lecture http://www.youtube.com/watch?v=EKWGGDXe5MA Chapter 1 The Goal of Artificial Intelligence http://dx.doi.org/10.1007/1-4020-5045-3_1 Chapter 2 A New Approach Toward AI http://dx.doi.org/10.1007/1-4020-5045-3_2 Rigid Flexibility: The Logic of Intelligence Pei Wang Springer, 2006, ISBN 978-1-4020-5045-9 http://dx.doi.org/10.1007/1-4020-5045-3 Fifty Years of Research in Artificial Intelligence Hamid R. Ekbia Pages 201-242 Annual Review of Information Science and Technology, Volume 44, Number 1 (2010) http://dx.doi.org/10.1002/aris.2010.1440440112 Knowledge Needs and Information Extraction: Towards an Artificial Intelligence Nicolas Turenne Wiley, 2013, ISBN 9781118574560 http://dx.doi.org/10.1002/9781118574560 Next Generation Knowledge Machines: Design and Architecture Syed V. Ahamed Elsevier, 2014, ISBN 978-0-12-416629-5 http://www.sciencedirect.com/science/book/9780124166295 Universal Intelligence: A Definition of Machine Intelligence Shane Legg and Marcus Hutter Pages 391-444 Minds and Machines, Volume 17, Number 4 (December 2007) http://dx.doi.org/10.1007/s11023-007-9079-x How Artificial Is Intelligence? W. R. Bennett, Jr. American Scientist, Volume 65, Number 6 (November-December 1977) Pages 694-702 http://www.jstor.org/stable/27848169 Intelligence: New Findings and Theoretical Developments Richard E. Nisbett et al. Pages 130-159 American Psychologist, Volume 67, Number 2 (February-March 2012) http://dx.doi.org/10.1037/a0026699 Bridges between Diagnosis Theories from Control and AI Perspectives L. Trave-Massuyes Pages 2-28 http://dx.doi.org/10.1007/978-3-642-39881-0_1 Intelligent Systems in Technical and Medical Diagnostics Josef Korbicz and Marek Kowal (Editors) Springer, 2014, ISBN 978-3-642-39881-0 http://dx.doi.org/10.1007/978-3-642-39881-0 Your Virtual Butler: The Making-of Robert Trappl (Editor) Springer, 2013, ISBN 978-3-642-37346-6 http://dx.doi.org/10.1007/978-3-642-37346-6 The Intuitive Algorithm Abraham Thomas http://archive.gamedev.net/archive/reference/articles/a rticle770.html Game Developer Community http://www.gamedev.net/page/index.html Expertise and Intuition: A Tale of Three Theories Fernand Gobet and Philippe Chassy Pages 151-180 Minds and Machines Volume 19, Number 2 (May 2009) http://dx.doi.org/10.1007/s11023-008-9131-5 Problem Solving and Human Expertise T J Nokes, C D Schunn, and M T H Chi Pages 265-272 http://dx.doi.org/10.1016/B978-0-08-044894-7.00486-3 International Encyclopedia of Education, Third Edition Penelope Peterson, Eva Baker, and Barry McGaw (Editors-in Chief) Elsevier, 2010, ISBN 978-0-08-044894-7 http://www.sciencedirect.com/science/referenceworks/978008044894 7 Is It Possible to Construct a Perception Machine? Gerald M. Edelman and George N. Reeke, Jr. Proceedings of the American Philosophical Society Volume 134, Number 1 (March 1990) Pages 36-73 http://www.jstor.org/stable/pdfplus/3143904.pdf?acceptTC=true Planning Algorithms Steven M. LaValle Cambridge University Press, 2006, ISBN 978-0-511-54687-7 http://dx.doi.org/10.1017/CBO9780511546877 **** Free *************** http://planning.cs.uiuc.edu/ The Structure of Style: Algorithmic Approaches to Understanding Manner and Meaning Shlomo Argamon, Kevin Burns, and Shlomo Dubnov (Editors) Springer, 2010, ISBN 978-3-642-12337-5 http://dx.doi.org/10.1007/978-3-642-12337-5 Multimodal Signal Processing: Human Interactions in Meetings Steve Renals, Herve Bourlard, Jean Carletta, and Andrei Popescu-Belis (Editors) Cambridge University Press, 2012, ISBN 9781139136310 http://dx.doi.org/10.1017/CBO9781139136310 Toward Artificial Sapience: Principles and Methods for Wise Systems Rene V. Mayoga and Leonid I. Pelovsky (Editors) Springer, 2008, ISBN 978-1-84628-999-6 http://dx.doi.org/10.1007/978-1-84628-999-6 Intelligent Computing Everywhere Alfons J. Schuster (Editor) Springer, 2007, ISBN 978-1-84628-943-9 http://dx.doi.org/10.1007/978-1-84628-943-9 Intelligent Systems and Signal Processing in Power Engineering Abhisek Ukil Springer, 2007, ISBN 978-3-540-73170-2 http://dx.doi.org/10.1007/978-3-540-73170-2 Collaboratively built semi-structured content and Artificial Intelligence: The story so far Pages 2-27 Eduard Hovy, Roberto Navigli, and Simone Paolo Ponzetto http://dx.doi.org/10.1016/j.artint.2012.10.002 Artificial Intelligence, Wikipedia and Semi-Structured Resources (special issue) Artificial Intelligence, Volume 194 (January 2013) http://www.sciencedirect.com/science/journal/00043702/194/supp/C Preferences in AI: An Overview Carmel Domshlak, Eyke Hullermeier, Souhila Kaci, and Henri Prade http://dx.doi.org/10.1016/j.artint.2011.03.004 Representing, Processing, and Learning Preferences (special issue) Artificial Intelligence, Volume 175, Issues 7-8 (May 2011) Pages 1037-1052 http://www.sciencedirect.com/science/journal/00043702/175/7 A Short Introduction to Preferences: Between Artificial Intelligence and Social Choice Francesca Rossi, Kristen Brent Venable, and Toby Walsh Morgan & Claypool, 2011, ISBN 9781608455874 http://dx.doi.org/10.2200/S00372ED1V01Y201107AIM014 From the Semantic Web to social machines: A research challenge for AI on the World Wide Web Jim Handler and Tim Berners-Lee Pages 156-161 http://dx.doi.org/10.1016/j.artint.2009.11.010 Special Review Issue Artificial Intelligence, Volume 174, Issue 2 (February 2010) http://www.sciencedirect.com/science/journal/00043702/174/2 Creating Internet Intelligence: Wild Computing, Distributed Digital Consciousness, and the Emerging Global Brain Ben Goertzel Springer, 2002, ISBN 978-1-4615-0561-7 http://dx.doi.org/10.1007/978-1-4615-0561-7 Odd man out: Reply to reviewers Margaret A. Boden Pages 1944-1964 http://dx.doi.org/10.1016/j.artint.2008.07.003 Special Review Issue Artificial Intelligence, Volume 172, Issue 18 (December 2008) http://www.sciencedirect.com/science/journal/00043702/172/18 Universe, Human Immortality and Future Human Evolution Alexander A. Bolonkin Elsevier, 2012, ISBN 978-0-12-415801-6 http://www.sciencedirect.com/science/book/9780124158016 The Computer Revolution in Philosophy: Philosophy, science and models of mind Aaron Sloman Harvester Press, 1978 (with online additions) http://www.cs.bham.ac.uk/research/projects/cogaff/crp/ How Are the Sciences of Complex Systems Possible? Michael Strevens Pages 531-556 Philosophy of Science, Volume 72, Number 4 (October 2005) http://www.jstor.org/stable/10.1086/505471 Ayurveda for agents: an attempt to bring the sciences of natural and artificial intelligence closer together Rogier M. van Eijk Pages 31-33 The Knowledge Engineering Review, Volume 26, Issue 1 (2011, 25th Anniversary Issue) http://dx.doi.org/10.1017/S026988891000038X Cognitive Communications: Distributed Artificial Intelligence (DAI), Regulatory Policy & Economics, Implementation David Grace and Honggang Zhang (Editors) Wiley, 2012, ISBN 9781118360316 http://dx.doi.org/10.1002/9781118360316 Information from Processes: About the Nature of Information Creation, Use, and Representation Robert M. Losee Springer, 2012, ISBN 978-3-642-31190-1 http://dx.doi.org/10.1007/978-3-642-31190-1 Incomplete Information System and Rough Set Theory: Models and Attribute Reductions Xibei Yang and Jingyu Yang Springer, 2012, ISBN 978-3-642-25935-7 http://dx.doi.org/10.1007/978-3-642-25935-7 Rough Sets and Intelligent Systems – Professor Zdzislaw Pawlak in Memoriam, Volume 1 Andrzej Skowron and Zbigniew Suraj (Editors) Springer, 2013, ISBN 978-3-642-30344-9 http://dx.doi.org/10.1007/978-3-642-30344-9 Structural Information Theory: The Simplicity of Visual Form Emanuel Leeuwenberg and Peter A. van der Helm Cambridge University Press, 2013, ISBN 9781139342223 http://dx.doi.org/10.1017/CBO9781139342223 Solution approaches to the course timetabling problem S.A. MirHassani and F. Habibi Artificial Intelligence Review, Volume 39, Number 2 (February 2013) http://dx.doi.org/10.1007/s10462-011-9262-6 Back to the Table of Contents ======================================= AI and Game Theory ==================== Thinking Backward with Professor Zermelo Michael Wooldridge IEEE Intelligent Systems, Volume 30, Number 2 (March-April 2015) http://dx.doi.org/10.1109/MIS.2015.36 Back to the Table of Contents ======================================= Argumentation in AI ==================== ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Chapter 1 Argumentation Theory: A Very Short Introduction Douglas Walton http://dx.doi.org/10.1007/978-0-387-98197-0_1 Chapter 19 The Argument Interchange Format Iyad Rahwan and Chris Reed http://dx.doi.org/10.1007/978-0-387-98197-0_19 Argumentation in Artificial Intelligence Iyad Rahwan and Guillermo R. Simari (Editors) Springer, 2009, ISBN 978-0-387-98197-0 http://dx.doi.org/10.1007/978-0-387-98197-0 Agreement Technologies Sascha Ossowski (Editor) Springer, 2013, ISBN 978-94-007-5583-3 http://dx.doi.org/10.1007/978-94-007-5583-3 Methods for solving reasoning problems in abstract argumentation – A survey Gunther Charwat, Wolfgang Dvorak, Sarah A. Gaggl, Johannes P. Wallner, and Stefan Woltran Artificial Intelligence, Volume 220 (March 2015) http://dx.doi.org/10.1016/j.artint.2014.11.008 Implementing the Argument Web Floris Bex, John Lawrence, Mak Snaith, and Chris Reed Communications of the ACM, Volume 56, Number 10 (October 2013) http://dx.doi.org/10.1145/2500891 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Argumentation in Artificial Intelligence (special issue) Artificial Intelligence, Volume 171, Numbers 10-15 (July-October 2007) http://www.sciencedirect.com/science/journal/00043702/171/ 10 Argumentation in Multi-Agent Systems: Fifth International Workshop, ArgMAS 2008 Iyad Rahwan and Pavlos Moraitis (Editors) Springer, 2009, ISBN 978-3-642-00207-6, LNCS 5384 http://dx.doi.org/10.1007/978-3-642-00207-6 Burden of Proof, Presumption and Argumentation Douglas Walton Cambridge University Press, 2013, ISBN 9781107110311 http://dx.doi.org/10.1017/CBO9781107110311 The Concept of Argument: A Philosophical Foundation Harald R. Wohlrapp Springer, 2014, ISBN 978-94-017-8762-8 http://dx.doi.org/10.1007/978-94-017-8762-8 A domain specific language for describing diverse systems of dialogue S. Wells and C.A. Reed Journal of Applied Logic, Volume 10 (2012) http://dx.doi.org/10.1016/j.jal.2012.09.001 Mass argumentation and the semantic web Iyad Rahwan Web Semantics, Volume 6, Number 1 (February 2008) http://dx.doi.org/10.1016/j.websem.2007.11.007 Mediating debate through on-line large-scale argumentation: Evidence from the field Ali Gurkan, Luca Iandoli, Mark Klein, and Giuseppe Zollo Information Sciences, Volume 180, Number 19 (2010) http://dx.doi.org/10.1016/j.ins.2010.06.011 A Planning-Based Approach for Enacting World Wide Argument Web Ioan Alfred Letia and Adruian Groza http://dx.doi.org/10.1007/978-3-540-85257-5_14 Intelligent Distributed Computing, Systems and Applications: IDC 2008 Costin Badica, Giuseooe Mangioni, Vincenza Carchiolo, and Dumitru Dan Burdescu Springer, 2008, ISBN 978-3-540-85257-5 http://dx.doi.org/10.1007/978-3-540-85257-5 A Systematic Theory of Argumentation: The pragma-dialectical approach Frans H. van Eemeren and Rob Grootendorst Cambridge University Press, 2004, ISBN 9780511616389 http://dx.doi.org/10.1017/CBO9780511616389 Back to the Table of Contents ======================================= Asimov’s Laws, Humanlike Robots, and Ethics ======================================= ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ I, Robot Isaac Asimov http://www.angelfire.com/un/corosus/ Asimov’s Laws of Robotics: Implications for Information Technology, Part 1 Roger Clarke IEEE Computer, Volume 26, Number 12 (December 1993) http://dx.doi.org/10.1109/2.247652 Asimov’s Laws of Robotics: Implications for Information Technology, Part 2 Roger Clarke IEEE Computer, Volume 27, Number 1 (January 1994) http://dx.doi.org/10.1109/2.248881 Asimovian Adaptive Agents Diana F. Gordon Journal of Artificial Intelligence Research, Volume 13 (2000) https://dx.doi.org/10.1613/jair.720 Beyond Asimov: The Three Laws of Responsible Robotics Robin R. Murphy and David D. Woods IEEE Intelligent Systems, Volume 24, Number 4 (July-August 2009) http://dx.doi.org/10.1109/MIS.2009.69 Towards Safe Robots: Approaching Asimov’s 1st Law Sami Haddadin Springer, 2014, ISBN 978-3-642-40308-8 http://dx.doi.org/10.1007/978-3-642-40308-8 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Artificial living beings and robots: one root, variety of influences Jana Horakova and Jozef Kelemen Artificial Life and Robotics, Volume 13, Number 2 (March 2009) http://dx.doi.org/10.1007/s10015-008-0502-z The Coming Robot Revolution: Expectations and Fears About Emerging Intelligent, Humanlike Machines Yoseph Bar-Cohen, David Hanson, and Adi Marom Springer, 2009, ISBN 978-0-387-85349-9 http://dx.doi.org/10.1007/978-0-387-85349-9 Cybernics: Fusion of human, machine and information systems Yosiyuki Sankai, Kenji Suzuki, and Yasuhisa Hasegawa (Editors) Springer, 2014, ISBN 978-4-431-54159-2 http://dx.doi.org/10.1007/978-4-431-54159-2 Human-Robot Personal Relationship: Third international Conference, HRPR 2010, Revised Selected Papers Maarten H. Lamers and Fons J. Verbeek (Editors) Springer, 2011, ISBN 978-3-642-19385-9 http://dx.doi.org/10.1007/978-3-642-19385-9 Machine Ethics Michael Anderson and Susan Leigh Anderson (Editors) Cambridge University Press, 2011, ISBN 9780511978036 http://dx.doi.org/10.1017/CBO9780511978036 Machine Medical Ethics Simon Peter van Rysewyk and Matthijs Pontier (Editors) Springer, 2015, ISBN 978-3-319-08108-3 http://dx.doi.org/10.1007/978-3-319-08108-3 Machine Morality and Human Responsibility Charles T. Rubin The New Atlantis (Summer 2011) http://www.thenewatlantis.com/publications/machinemorality-and-human-responsibility The Problem with ‘Friendly’ Artificial Intelligence Adam Kelper and Ari N. Schulman The New Atlantis (Summer 2011) http://www.thenewatlantis.com/publications/the-problemwith-friendly-artificial-intelligence Social Robots from a Human Perspective Jane Vincent, Sakari Taipale, Bartolomeo Aapio, Giuseppe Lugano, and Leopoldina Fortunati (Editors) Springer, 2015, ISBN 978-3-319-15672-9 http://dx.doi.org/10.1007/978-3-319-15672-9 Till Malfunction Do Us Part Caitrin Nicol The New Atlantis (Winter 2008) http://www.thenewatlantis.com/publications/till-malfunctiondo-us-part Back to the Table of Contents ======================================= Robotics ============================== Advanced Theory of Constraint and Motion Analysis for Robot Mechanisms Jingshan Zhao, Zhijing Feng, Fulei Chu, and Ning Ma Elsevier, 2014, ISBN 978-0-12-420162-0 http://www.sciencedirect.com/science/book/9780124201620 Cybernics: Fusion of human, machine and information systems Yosiyuki Sankai, Kenji Suzuki, and Yasuhisa Hasegawa (Editors) Springer, 2014, ISBN 978-4-431-54159-2 http://dx.doi.org/10.1007/978-4-431-54159-2 Practical Field Robotics: A Systems Approach Robert H. Sturges, Jr Wiley, 2015, ISBN 9781118941171 http://dx.doi.org/10.1002/9781118941171 Introduction to Robotics Tadej Bajd, Matjaz Mihelj, and Marko Munih Springer, 2013, ISBN 978-94-007-6101-8 http://dx.doi.org/10.1007/978-94-007-6101-8 Creation of a Conscious Robot: Mirror Image Cognition and Self-Awareness Junichi Takeno CRC Press, 2013, ISBN 978-981-4364-50-8 http://dx.doi.org/10.1201/b12780 Robotics Tadej Bajd, Matjaz Mihelj, Jadran Lenarcic, Ales Stanovnik, and Marko Munih Springer, 2010, ISBN 978-90-481-3776-3 http://dx.doi.org/10.1007/978-90-481-3776-3 Essential Principles for Autonomous Robotics Henry Hexmoor Morgan & Claypool, 2013, ISBN 9781627050593 http://dx.doi.org/10.2200/S00506ED1V01Y201305AIM021 The Hand and the Brain: Fom Lucy’s Thumb to the Thought-Controlled Robotic Hand Goran Lundborg Springer, 2014, ISBN 978-1-4471-5334-4 http://dx.doi.org/10.1007/978-1-4471-5334-4 The Human Hand as an Inspiration for Robot Hand Development Ravi Balasubramanian and Veronica J. Santos (Editors) Springer, 2014, ISBN 978-3-319-03017-3 http://dx.doi.org/10.1007/978-3-319-03017-3 From Robot to Human Grasping Simulation Beatriz Lopez, Antonio Morales, and Joaquin Sancho-Bru Springer, 2014, ISBN 978-3-319-01833-1 http://dx.doi.org/10.1007/978-3-319-01833-1 Grasping in Robotics Giuseppe Carbone (Editor) Springer, 2013, ISBN 979-1-4471-4664-3 http://dx.doi.org/10.1007/978-1-4471-4664-3 The Playful Machine: Theoretical Foundation and Practical Realization of Self-Organizing Robots Ralf Der and Georg Martius Springer, 2011, ISBN 978-3-642-20253-7 http://dx.doi.org/10.1007/978-3-642-20253-7 Vision and Touch Irvin Rock and Charles S. Harris Scientific American, Volume 216, Number 5 (May 1967) http://dx.doi.org/10.1038/scientificamerican0567-96 http://www.nature.com/scientificamerican/journal/v216/n5/p df/scientificamerican0567-96.pdf Robotic Tactile Sensing: Technologies and System Ravinder S. Dahiya and Maurizio Valle Springer, 2013, ISBN 978-94-007-0579-1 http://dx.doi.org/10.1007/978-94-007-0579-1 Multi-finger Haptic Interaction Ignacio Galiana and Manuel Ferre (Editors) Springer, 2013, ISBN 978-1-4471-5204-0 http://dx.doi.org/10.1007/978-1-4471-5204-0 Robot Physical Interaction through the Combination of Vision, Tactile and Force Feedback: Applications to Assistive Robotics Mario Prats, Angel P. del Pobil, and Pedro J. Sanz Springer, 2013, ISBN 978-3-642-33241-8 http://dx.doi.org/10.1007/978-3-642-33241-8 New Trends in Medical and Service Robots: Theory and Integrated Applications Doina Pisla, Hannes Bleuler, Aleksandar Rodic, Calin Vaida, and Adrian Pisla (Editors) Springer, 2014, ISBN 978-3-319-01592-7 http://dx.doi.org/10.1007/978-3-319-01592-7 Probabilistic Approaches for Robotic Perception Joao Filipe Ferreira and Jorge Dias Springer, 2014, ISBN 978-3-319-02006-8 http://dx.doi.org/10.1007/978-3-319-02006-8 Engineering Design: Representation and Reasoning, Second Edition Clive L. Dym and David C. Brown Cambridge University Press, 2012, ISBN 9781139031813 http://dx.doi.org/10.1017/CBO9781139031813 Robotics, Vision and Control: Fundamental Algorithms in MATLAB Peter Corke Springer, 2013, ISBN 978-3-642-20144-8 http://dx.doi.org/10.1007/978-3-642-20144-8 Neuromorphic and Brain-Based Robots Jeffrey L. Krichmar and Hiroaki Wagatsuma (Editors) Cambridge University Press, 2011, ISBN 9780511994838 http://dx.doi.org/10.1017/CBO9780511994838 Robots, Reasoning, and Reification James P. Gunderson and Louise F. Gunderson Springer, 2009, ISBN 978-0-387-87488-3 http://dx.doi.org/10.1007/978-0-387-87488-3 On the Construction of Artificial Brains Ulrich Ramacher Christph von der Malsburg (Editors) Springer, 2010, ISBN 978-3-642-00189-5 http://dx.doi.org/10.1007/978-3-642-00189-5 Fundamentals of Robotic Mechanical Systems: Theory, Methods, and Algorithms; Fourth Edition Jorge Angeles Springer, 2014, ISBN 978-3-319-01851-5 http://dx.doi.org/10.1007/978-3-319-01851-5 Theory of Applied Robotics: Kinematics, Dynamics, and Control; Second Edition Reza N. Jazar Springer, 2010, ISBN 978-1-4419-1750-8 http://dx.doi.org/10.1007/978-1-4419-1750-8 Mobile Robotics: Mathematics, Models, and Methods Alonzo Kelly Cambridge University Press, 2013, ISBN 9781139381284 http://dx.doi.org/10.1017/CBO9781139381284 Introduction to Mobile Robot Control Spyros G. Tzafestas Elsevier, 2014, ISBN 978-0-12-417049-0 http://www.sciencedirect.com/science/book/9780124170490 Mobile Robotics for Multidisciplinary Study Carlotta A.Berry Morgan & Claypool, 2012, ISBN 9781608457984 http://dx.doi.org/10.2200/S00407ED1V01Y201203CRM004 Learning Motor Skills: From Algorithms to Robot Experiments Jens Kober and Jan Peters Springer, 2014, ISBN 978-3-319-03194-1 http://dx.doi.org/10.1007/978-3-319-03194-1 Analysis and Design of Machine Learning Techniques: Evolutionary Solutions for Regression, Prediction, and Control Problems Patrick Stalph (PhD Thesis, University of Tubingen, 2013) Springer, 2014, ISBN 978-3-658-04937-9 http://dx.doi.org/10.1007/978-3-658-04937-9 Robot Behaviour: Design, Description, Analysis and Modelling Ulrich Nehmzow Springer, 2009, ISBN 978-1-84800-397-2 http://dx.doi.org/10.1007/978-1-84800-397-2 Cognitive Systems Henrik Iskov Christensen, Geert-Jan M. Kruijff, and Jeremy L. Wyatt (Editors) Springer, 2010, ISBN 978-3-642-11694-0 http://dx.doi.org/10.1007/978-3-642-11694-0 Special corner on “cognitive robotics” Stefan Kopp and Jochen J. Steil Cognitive Processing, Volume 12, Number 4 (November 2011) http://dx.doi.org/10.1007/s10339-011-0415-y Robot Tool Behavior: A Developmental Approach to Autonomous Tool Use Alexander Stoytchev PhD Thesis, Georgia Institute of Technology, 2007 http://smartech.gatech.edu/bitstream/handle/1853/16139/?se quence=1 Learning like a baby: a survey of artificial intelligence approaches Frank Guerin The Knowledge Engineering Review, Volume 26, Number 2 (2011) http://dx.doi.org/10.1017/S0269888911000038 Springer Handbook of Robotics Bruno Siciliano and Oussama Khatib (Editors) Springer, 2008, ISBN 978-3-540-30301-5 http://dx.doi.org/10.1007/978-3-540-30301-5 The Dynamic Structure of Everyday Life Philip E. Agre PhD Thesis, MIT, 1988 http://dspace.mit.edu/handle/1721.1/6975 Structural Synthesis of Parallel Robots - Part 1: Methodology Grigore Gogu Springer, 2008, ISBN 978-1-4020-5710-6 http://dx.doi.org/10.1007/978-1-4020-5710-6 Structural Synthesis of Parallel Robots - Part 2: Translational Topologies with Two and Three Degrees of Freedom Grigore Gogu Springer, 2009, ISBN 978-1-4020-9794-2 http://dx.doi.org/10.1007/978-1-4020-9794-2 Structural Synthesis of Parallel Robots - Part 3: Topologies with planar motion of the moving platform Grigore Gogu Springer, 2010, ISBN 978-90-481-9831-3 http://dx.doi.org/10.1007/978-90-481-9831-3 Structural Synthesis of Parallel Robots - Part 4: Other Topologies with Two and Three Degrees of Freedom Grigore Gogu Springer, 2012, ISBN 978-90-481-9831-3 http://dx.doi.org/10.1007/978-94-007-2675-8 Structural Synthesis of Parallel Robots - Part 5: Basic Overconstrained Topologies with Schonflies Motions Grigore Gogu Springer, 2044, ISBN 978-90-007-7401-8 http://dx.doi.org/10.1007/978-94-007-7401-8 Back to the Table of Contents ======================================= History of AI =========================== Alan Turing: His Work and Impact S. Barry Cooper and Jan van Leeuwen (Editors) Elsevier, 2013, ISBN 978-0-12-386980-7 http://www.sciencedirect.com/science/book/9780123869807 Alan Turing: Life and Legacy of a Great Thinker Christof Teuscher (Editor) Springer, 2004, ISBN 978-3-662-05642-4 http://dx.doi.org/10.1007/978-3-662-05642-4 Alan Turing: Father of the Modern Computer B. Jack Copeland and Diane Proudfoot The Rutherford Journal – The New Zealand Journal for the History and Philosophy of Science and Technology, Volume 4 (2011-2012) http://www.rutherfordjournal.org/article040101.html The Turing Archive for the History of Computing http://www.alanturing.net/index.htm The Turing Digital Archive http://turingarchive.org/ Turing and the Origins of AI Stuart Shanker http://dx.doi.org/10.1007//0-387-28272-6_12 Mathematics and the Historian’s Craft: The Kenneth O. May Lectures Glen Van Brummelen and Michael Kinyon (Editors) Springer, 2005, ISBN 978-0-387-28272-5 http://dx.doi.org/10.1007/0-387-28272-6 Standing on the Shoulders of a Giant David Harel http://dx.doi.org/10.1007/978-3-642-31585-5_3 Automata, Languages, and Programming: ICALP 2012, Proceedings, Part II Springer, 2012, ISBN 978-3-642-31585-5 http://dx.doi.org/10.1007/978-3-642-31585-5 Standing on the Shoulders of a Giant: One Person’s Experience of Turing’s Impact David Harel Informatics Forum, The University of Edinburgh (May 2012) http://www.youtube.com/watch?v=7kIWeDt3p1w Princeton University (May 2012) http://www.youtube.com/watch?v=J3lst46sEsQ The Strange Life and Death of Dr Turing (documentary) http://www.youtube.com/watch?v=gyusnGbBSHE Part 1 of 2 http://www.youtube.com/watch?v=5LHFzNMgWzw Part 2 of 2 The Discovery of the Artificial: Behavior, Mind and Machines Before and Beyond Cybernetics Roberto Cordeschi Springer, 2002, ISBN 978-94-015-9870-5 http://dx.doi.org/10.1007/978-94-015-9870-5 Readings in Cognitive Science: A Perspective from Psychology and Artificial Intelligence Allan Collins and Edward E. Smith Elsevier, 1988, ISBN 978-1-4832-1446-7 http://www.sciencedirect.com/science/book/9781483214467 Studying Human Intelligence by Creating Artificial Intelligence Herbert A. Simon American Scientist, Volume 69, Number 3 (May-June 1981) http://www.jstor.org/stable/27850429 A critique of pure reason Drew McDermott http://dx.doi.org/10.1111/j.1467-8640.1987.tb00183.x Logic versus logicism: a reply to McDermott Kenneth D. Forbes http://dx.doi.org/10.1111/j.1467-8640.1987.tb00191.x Commentary on McDermott John McCarthy and Vladimir Lifschitz http://dx.doi.org/10.1111/j.1467-8640.1987.tb00198.x Computational Intelligence, Volume 3, Number 1 (February 1987) Against Logicist Cognitive Science Mike Oaksford and Nick Chater Mind & Language, Volume 6, Number 1 (March 1991) http://dx.doi.org/10.1111/j.1468-0017.1991.tb00173.x Artificial Intelligence: The Very Idea John Haugeland MIT Press, 1985 *** Large PDF (42+ MB), some pages not displayed *** http://lolita.unice.fr/~scheer/cogsci/Haugeland%2089%20%20Artificial%20intelligence.pdf Back to the Table of Contents ======================================= Cognition ============================ Meet Your Mind: A User’s Guide to the Science of Consciousness http://ttbook.org/book/meet-your-mind-series TTBOOK: to the best of our KNOWLEDGE http://ttbook.org/ A User’s Guide to the Mind Caroline Williams New Scientist, Volume 224, Issue 2989 (October 4, 2014) http://search.ebscohost.com/login.aspx?direct=true&db=n2h& AN=98648610&site=ehost-live The Emerging Science of Consciousness: Mind, Brain, and the Human Experience (special issue) Annals of the New York Academy of Sciences, Volume 1303 (November 2013) http://dx.doi.org/10.1111/nyas.2013.1303.issue-1 Perspectives on the Self: Conversations on Identity and Consciousness (special issue) Annals of the New York Academy of Sciences, Volume 1234 (October 2011) http://dx.doi.org/10.1111/nyas.2011.1234.issue-1 Mind, Body, World: Foundations of Cognitive Science Michel R. W. Dawson Au Press, 2013, ISBN 978-1-927356-18-0 http://www.aupress.ca/index.php/books/120227 Brain, Self and Consciousness: Explaining the Conspiracy of Experience Sangeetha Menon Springer, 2014, ISBN 978-81-322-1581-3 http://dx.doi.org/10.1007/978-81-322-1581-3 Anthropology of the Brain: Consciousness, Culture, and Free Will Roger Bartra Cambridge University Press, 2014, ISBN 9781107446878 http://dx.doi.org/10.1017/CBO9781107446878 The Nature of Reasoning Jacqueline P. Leighton and Robert J. Sternberg (Editors) Cambridge University Press, 2004, ISBN 9780511818714 http://dx.doi.org/10.1017/CBO9780511818714 Dream Science: Exploring the Forms of Consciousness J. F. Pagel Elsevier, 2014, ISBN 978-0-12-404648-1 http://www.sciencedirect.com/science/book/9780124046481 In the Theater of Consciousness: The Workspace of Mind Bernard J. Baars Oxford University Press, 1997, ISBN 9780195102659 http://dx.doi.org/10.1093/acprof:oso/9780195102659.001.1 Artificial Cognition Architectures James A. Crowder, John N. Carbone, and Shelli A. Friess Springer, 2014, ISBN 978-1-4614-8072-3 http://dx.doi.org/10.1007/978-1-4614-8072-3 Engineering General Intelligence, Part 1: A Path to Advanced AGI via Embodied Learning and Cognitive Synergy Ben Goertzel, Cassio Pennachin, and Nil Geisweiller Springer, 2014, ISBN 978-94-6239-027-0 http://dx.doi.org/10.2991/978-94-6239-027-0 Engineering General Intelligence, Part 2: The CogPrime Architecture for Integrative, Embodied AGI Ben Goertzel, Cassio Pennachin, and Nil Geisweiller Springer, 2014, ISBN 978-94-6239-030-0 http://dx.doi.org/10.2991/978-94-6239-030-0 Advances in Cognitive Information Systems Lidia Ogiela and Marek R. Ogiela Springer, 2012, ISBN 978-3-642-25246-4 http://dx.doi.org/10.1007/978-3-642-25246-4 Towards a Theory of Thinking: Building Blocks for a Conceptual Framework Britt M. Glatzeder, Vonod Goel, and Albrcht von Muller (Editors) Springer, 2010, ISBN 978-3-642-03129-8 http://dx.doi.org/10.1007/978-3-642-03129-8 Outline for a Theory of Intelligence James A. Albus IEEE Transactions on Systems, Man, and Cybernetics, Volume 21, Number 3 (May/June 1991) http://dx.doi.org/10.1109/21.97471 Handbook of Intelligence Robert J. Sternberg (Editor) Cambridge University Press, 2000, ISBN 9780511807947 http://dx.doi.org/10.1017/CBO9780511807947 The Joy of Visual Perception: A Web Book Peter K. Keiser http://www.yorku.ca/eye/ Simplicity in Vision: A Multidisciplinary Account of Perceptual Organization Peter A. van der Helm Cambridge University Press, 2014, ISBN 9781139538268 http://dx.doi.org/10.1017/CBO9781139538268 1 Perception, Sensations and Cortical Function: Helmholtz to Singer http://dx.doi.org/10.1002/9781118394267.ch1 History of Cognitive Neuroscience M. R. Bennett and P. M. S. Hacker Wiley, 2013, ISBN 9781118394267 http://dx.doi.org/10.1002/9781118394267 Circuits in the Brain: A Model of Shape Processing in the Primary Visual Cortex Charles R. Legendy Springer, 2009, ISBN 978-0-387-88849-1 http://dx.doi.org/10.1007/978-0-387-88849-1 Plasticity in Sensory Systems Jennifer K. E. Stevens and Laurence R. Harris (Editors) Cambridge University Press, 2013, ISBN 9781139136907 http://dx.doi.org/10.1017/CBO9781139136907 Introduction to the Senses: From Biology to Computer Science Terry R.J. Bossomaier Cambridge University Press, 2012, ISBN 9781139016001 http://dx.doi.org/10.1017/CBO9781139016001 Cognitive Techniques in Visual Data Interpretation Lidia Ogiela and Marek R. Ogiela Springer, 2009, ISBN 978-3-642-02693-5 http://dx.doi.org/10.1007/978-3-642-02693-5 The Cambridge Handbook of Consciousness Philip David Zelazo, Morris Moscovich, and Evan Thompson Cambridge University Press, 2007, ISBN 9780511816789 http://dx.doi.org/10.1017/CBO9780511816789 Introduction: Computation and cognitive science Mark Sprevak Pages 223-226 http://dx.doi.org/10.1016/j.shpsa.2010.07.011 Special Issue: Computation and Cognitive Science Studies in History and Philosophy of Science, Volume 41, Number 3 (September 2010) http://www.sciencedirect.com/science/journal/00393681/41/3 The Explanatory Role of Computation in Cognitive Science Nir Fresco Pages 353-380 Minds and Machines, Volume 22, Number 4 (November 2012) http://dx.doi.org/10.1007/s11023-012-9286-y Physical Computation and Cognitive Science Nir Fresco Springer, 2014, ISBN 978-3-642-42375-9 http://dx.doi.org/10.1007/978-3-642-41375-9 Conscious Representations: An Intractable Problem for the Computational Theory of Mind Bartlomiej Swiatczak Pages 19-32 Minds and Machines, Volume 21, Number 1 (February 2011) http://dx.doi.org/10.1007/s11023-010-9214-y Computationalism: Still the Only Game in Town (A Reply to Swiatczak’s “Conscious Representations: An Intractable Problem for the Computational Theory of Mind”) David Davenport Pages 183-190 Minds and Machines, Volume 22, Number 3 (August 2012) http://dx.doi.org/10.1007/s11023-012-9271-5 Chapter 1 Cognitive Science: History, Techniques and Methodology http://dx.doi.org/10.1007/978-3-642-40784-0_1 Prosopagnosia: When All Faces Look the Same Davide Rivolta Springer, 2014, ISBN 978-3-642-40784-0 http://dx.doi.org/10.1007/978-3-642-40784-0 The Mark of the Cognitive Fred Adams and Rebecca Garrison Pages 339-352 Minds and Machines, Volume 23, Number 3 (August 2013) http://dx.doi.org/10.1007/s11023-012-9291-1 Reasoning About the Mark of the Cognitive: A Response to Adams and Garrison Andreas Elpidorou Pages 201-211 Minds and Machines, Volume 24, Number 2 (May 2014) http://dx.doi.org/10.1007/s11023-013-9319-1 The Mark of the Cognitive: Reply to Elpidorou Fred Adams and Rebecca Garrison Pages 213-216 Minds and Machines, Volume 24, Number 2 (May 2014) http://dx.doi.org/10.1007/s11023-013-9336-0 Dictionary of Cognitive Science http://www.bcp.psych.ualberta.ca/~mike/Pearl_Street/Dictionary/ The Cambridge Handbook of Cognitive Science Keith Frankish and William M. Ramsey (Editors) Cambridge University Press, 2012, ISBN 9781139033916 http://dx.doi.org/10.1017/CBO9781139033916 Handbook of Cognitive Science: An Embodied Approach Paco Calvo and Toni Gomila (Editors) Elsevier, 2008, ISBN 978-0-08-046616-3 http://www.sciencedirect.com/science/book/978008046 6163 International Encyclopedia of the Social & Behavioral Sciences Neil J. Smelser and Paul B. Baltes (Editors-in-Chief) Elsevier, 2001, ISBN 978-0-08-043076-8 http://www.sciencedirect.com/science/referenceworks/ 9780080430768 Encyclopedia of Cognitive Science Lynn Nadel (Editor-in-Chief) Wiley, 1999-present, ISBN 9780470018866 http://dx.doi.org/10.1002/0470018860 History of Cognitive Neuroscience M. R. Bennett and P. M. S. Hacker Wiley, 2013, ISBN 9781118394267 http://dx.doi.org/10.1002/9781118394267 Origins of Mind Liz Swan (Editor) Springer, 2013, ISBN 978-94-007-5419-5 http://dx.doi.org/10.1007/978-94-007-5419-5 Measures of Consciousness Elizabeth Irvine Pages 285-297 Philosophy Compass, Volume 8, Number 3 (March 2013) http://dx.doi.org/10.1111/phc3.12016 Seeking Chances: From Biased Rationality to Distributed Cognition Emanuele Bardone Springer, 2011, ISBN 978-3-642-19633-1 http://dx.doi.org/10.1007/978-3-642-19633-1 Verbal Minds: Language and the Architecture of Cognition Toni Gomila Elsevier, 2012, ISBN 978-0-12-385200-7 http://www.sciencedirect.com/science/book/9780123852007 Knowledge Needs and Information Extraction: Towards an Artificial Consciousness Nicolas Turenne Wiley, 2013, ISBN 9781118574560 http://dx.doi.org/10.1002/9781118574560 Believable Bots: Can Computers Play Like People? Philip Hingston (Editor) Springer, 2012, ISBN978-3-642-32323-2 http://dx.doi.org/10.1007/978-3-642-32323-2 Introducing Psycholinguistics Paul Warren Cambridge University Press, 2013, ISBN 9780511978531 http://dx.doi.org/10.1017/CBO9780511978531 The Cambridge Handbook of Psycholinguistics Michael J. Spivey, Ken McRae, and Marc F. Joanisse (Editors) Cambridge University Press, 2012, ISBN 9781139029377 http://dx.doi.org/10.1017/CBO9781139029377 Real and apparent biological inspiration in cognitive architectures Owen Holland et al. Pages 105-116 Biologically Inspired Cognitive Architectures, Volume 3 (January 2013) http://dx.doi.org/10.1016/j.bica.2012.07.008 Worlds as a unifying element of knowledge representation Jonathan R. Scally, Nicholas L. Cassimatis, and Hiroyuki Uchida http://dx.doi.org/10.1016/j.bica.2012.03.004 Distributive Adaptive Control: A Theory of the Mind, Brain, Body Nexus Paul F.M.J. Verschure http://dx.doi.org/10.1016/j.bica.2012.04.005 Design principles for biologically inspired cognitive robotics Jeffrey L. Krichmar http://dx.doi.org/10.1016/j.bica.2012.04.003 Toward a scientific foundation for engineering Cognitive Systems – A European research agenda, its rationale and perspectives Hans-Georg Stork http://dx.doi.org/10.1016/j.bica.2012.04.002 The next 50 years: A personal view Patrick Henry Winston http://dx.doi.org/10.1016/j.bica.2012.03.002 On a roadmap for the BICA Challenge Alexei V. Samsonovich http://dx.doi.org/10.1016/j.bica.2012.05.002 Biologically Inspired Cognitive Architectures, Volume 1 (July 2012) http://www.sciencedirect.com/science/journal/2212683X/1/supp/C What can cognitive architectures do for robotics? Unmesh Kurup and Christian Lebiere http://dx.doi.org/10.1016/j.bica.2012.07.004 Biologically Inspired Cognitive Architectures, Volume 2 (October 2012) http://www.sciencedirect.com/science/journal/2212683X/2/supp/C Biologically Inspired Cognitive Architectures 2012 Antonio Chella, Roberto Pirrone, Rosario Sorbello, and Kamilla Run Johannsdottir (Editors) Springer, 2013, ISBN 978-3-642-34274-5 http://dx.doi.org/10.1007/978-3-642-34274-5 How Virtual Machinery Can Bridge the “Explanatory Gap”, in Natural and Artificial Systems Aaron Sloman Pages 13-24 http://dx.doi.org/10.1007/978-3-642-15193-4_2 From Animals To Animats 11, SAB2010 Stephane Doncieux et al. (Editors) Springer, 2010, ISBN 978-3-642-15193-4, LNCS 6226 http://dx.doi.org/10.1007/978-3-642-15193-4 From Animals to Robots and Back: Reflections on Hard Problems in the Study of Cognition Jeremy L. Wyatt, Dean D. Peters, and David C. Hogg (Editors) Springer, 2014, ISBN 978-3-319-06614-1 http://dx.doi.org/10.1007/978-3-319-06614-1 Cognitive Systems: Information Processing Meets Brain Science Richard Morris, lionel Tarassenko, and Michael Kenward Elsevier, 2005, ISBN 978-0-12-088566-4 http://www.sciencedirect.com/science/book/9780120885664 Simulating the Mind: A Technical Neuropsychoanalytical Approach Dietmar Dietrich, Georg Fodor, Gerhard Zucker, and Dietmar Bruckner (eds.) Springer, 2009, ISBN 978-3-211-09451-8 http://dx.doi.org/10.1007/978-3-211-09451-8 Circuits in the Brain: A Model of Shape Processing in the Primary Visual Cortex Charles R. Legendy Springer, 2009, ISBN 978-0-387-88849-1 http://dx.doi.org/10.1007/978-0-387-88849-1 Empathy and Consciousness Evan Thompson Pages 1-32 Journal of Consciousness Studies, Volume 8, Numbers 5-7 (2011) http://nyu.library.ingentaconnect.com/content/imp/jcs/2001/0000000 8/F0030005/1215 A philosophical assessment of computational models of consciousness Selvi Elif Gok and Erdinc Sayan Pages 49-62 Cognitive Systems Research, Volumes 17-18 (July-August 2012) http://dx.doi.org/10.1016/j.cogsys.2011.11.001 Cortex special issue: Language and the motor system Stefano F. Cappa and Friedemann Pulvermuller Pages 785-787 http://dx.doi.org/10.1016/j.cortex.2012.04.010 Coming of age: A review of embodiment and the neuroscience of semantics Lotte Meteyard, Sara Rodriguez Cuadrado, Bahador Bahrami, and Gabriella Vigliocco Pages 788-804 http://dx.doi.org/10.1016/j.cortex.2010.11.002 Conceptual representations in mind and brain: Theoretical developments, current evidence and future directions Markus Kiefer and Friedemann Pulvermuller Pages 805-825 http://dx.doi.org/10.1016/j.cortex.2011.04.006 Language and the Motor System (special issue) Cortex, Volume 48, Number 7 (July-August 2012) http://www.sciencedirect.com/science/journal/00109452/48/7 Foundations and New Paradigms of Brain Computing: Past, Present, and Future Stephen Grossberg Pages 1-7 http://dx.doi.org/10.1007/978-3-642-23954-0_1 AI*IA 2011: Artificial Intelligence Around Man and Beyond Roberto Pirrone and Filippo Sorbello (Editors) Springer, 2011, ISBN 978-3-642-23954-0 http://dx.doi.org/10.1007/978-3-642-23954-0 Website of Stephen Grossberg http://cns.bu.edu/~steve/ Cognition: What Does It Have to Do with the Brain? Alexandra Geyer Pages 55-59 http://dx.doi.org/10.1007/978-3-642-21852-1_7 The Evolution of Human Systems: A Brief Overview Jeff Grubb and Joseph Cohn Pages 60-66 http://dx.doi.org/10.1007/978-3-642-21852-1_8 The Influence of Culture on Memory Pages 67-76 Angela H. Gutchess, Aliza J. Schwartz, and Aysecan Boduroglu http://dx.doi.org/10.1007/978-3-642-21852-1_9 Foundations of Augmented Cognition: Directing the Future of Adaptive Systems, FAC 2011 Dylan D. Schmorrow and Cali M. Fidopiastis (Editors) Springer, 2011, ISBN 978-3-642-21852-1, LNCS 6780 http://dx.doi.org/10.1007/978-3-642-21852-1 Intuitions about consciousness: Experimental studies Joshua Knobe and Jesse Prinz Phenomenology and the Cognitive Sciences, Volume 7, Number 1 (March 2008) Pages 67-83 http://dx.doi.org/10.1007/s11097-007-9066-y Chapter 1 The Link Between Brain Learning, Attention, and Consciousness Stephen Grossberg http://dx.doi.org/10.1007/978-90-481-3529-5_1 Causality, Meaningful Complexity and Embodied Cognition A. Carsetti (Editor) Springer, 2010, ISBN 978-90-481-3529-5 http://dx.doi.org/10.1007/978-90-481-3529-5 The Brain’s Cognitive Dynamics; The Link Between Brain Learning, Attention, and Consciousness Stephen Grossberg IHMC Florida Institute for Human Machine Cognition, Evening Lecture Series (November 2006) http://www.youtube.com/watch?v=6FNE4MnQ3QU Causality, Probability, and Time Samantha Kleinberg Cambridge University Press, 2013, ISBN 9781139207799 http://dx.doi.org/10.1017/CBO9781139207799 Swarm Intelligence and Bio-Inspired Computation: Theory and Applications Xin-She Yang, Zhihua Cui, Renbin Xiao, Amir Hossein Gandomi, and Mehmet Karamanoglu (Editors) Elsevier, 2013, ISBN 978-0-12-405163-8 http://www.sciencedirect.com/science/book/9780124051638 Chapter 1 Nature Is Lazy William M. Spears http://dx.doi.org/10.1007/978-3-642-22804-9_1 Phisicomimetics: Physics-Based Swarm Intelligence William M. Spears and Diana F. Spears (Editors) Springer, 2011, ISBN 978-3-642-22804-9 http://dx.doi.org/10.1007/978-3-642-22804-9 Swarm Cognition (special issue) Swarm Intelligence, Volume 5, Number 1 (March 2011) http://link.springer.com/journal/11721/5/1/ What Consciousness Is Not Raymond Tallis The New Atlantis, Fall 2011 http://www.thenewatlantis.com/publications/what-consciousness-isnot Online Papers on Consciousness http://consc.net/online/ Website of David Chalmers http://consc.net/chalmers/ Cognitive Engineering: A Distributed Approach to Machine Intelligence Amit Konar and Lakhmi Jain Springer, 2005, ISBN 978-1-84628-234-8 http://dx.doi.org/10.1007/1-84628-234-9 Consciousness as a Scientific Concept: A Philosophy of Science Perspective Elizabeth Irvine Springer, 2013, ISBN 978-94-007-5173-6 http://dx.doi.org/10.1007/978-94-007-5173-6 Defining Cognitive Informatics Symposium University of Vienna (January 11, 2011) http://www.meicogsci.eu/wiki/Defining_Cognitive_Informatics_Sympo sium/ DBLP: International Conference on Cognitive Informatics http://www.informatik.uni-trier.de/~ley/db/conf/IEEEicci/ Papers on Cognitive Informatics and various other AI and software areas http://www.enel.ucalgary.ca/People/yingxu/Publications/SelectedPubli cations.htm Homepage of Professor Yingxu Wang http://www.enel.ucalgary.ca/People/yingxu/ Cognitive Modeling Greatest Hits – List with links to the papers http://cseweb.ucsd.edu/users/gary/CogSciLiterature.html Cognition Beyond the Brain: Computation, Interactivity and Human Artifice Stephen J. Cowley and Frederic Vallee-Tourangeau (Editors) Springer, 2013, ISBN 978-1-4471-5125-8 http://dx.doi.org/10.1007/978-1-4471-5125-8 Quantum Models of Cognition and Decision Jerome R. Busemeyer and Peter D. Bruza Cambridge University Press, 2012, ISBN 9780511997716 http://dx.doi.org/10.1017/CBO9780511997716 Science and Consciousness: Two Views of the Universe Michel Cazenave (Editor) Elsevier, 1984, ISBN 978-0-08-028127-8 http://www.sciencedirect.com/science/book/9780080281278 A Science of Mind: The Quest for Psychological Reality Peter du Preez Elsevier, 1991, ISBN 978-0-12-224960-0 http://www.sciencedirect.com/science/book/9780122249600 Cognition and Intelligence: Identifying the Mechanisms of the Mind Robert J. Sternberg and Jean E. Pretz (Editors) Cambridge University Press, 2005, ISBN 9780511607073 http://dx.doi.org/10.1017/CBO9780511607073 The Folk Psychology of Consciousness Adam Arico, Brian Fiala, Robert F. Goldberg, and Shaun Nichols Mind & Language, Volume 26, Number 3 (June 2011) http://dx.doi.org/10.1111/j.1468-0017.2011.01420.x Back to the Table of Contents ======================================= Cognitive Architecture =================== The Architecture of the Mind Peter Carruthers Oxford University Press, 2006, ISBN 9780199207077 http://dx.doi.org/10.1093/acprof:oso/9780199207077.001.000 1 Back to the Table of Contents ======================================= Embodied Cognition ==================== ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ How to study the mind: An introduction to embodied cognition Michael L. Anderson (2005) http://cogprints.org/3945/ Eroding the Boundaries of Cognition: Implications of Embodiment Michael L Anderson, Michael J. Richardson, and Anthony Chemero Topics in Cognitive Science, Volume 4, Number 4 (October 2012) http://www.agcognition.org/c_biblio.htm http://dx.doi.org/10.1111/j.1756-8765.2012.01211.x Embodied Cognition: A field guide Michael L. Anderson http://dx.doi.org/10.1016/S0004-3702(03)00054-7 Embodied artificial intelligence Ron Chrisley http://dx.doi.org/10.1016/S0004-3702(03)00055-9 Representations, symbols, and embodiment Michael L. Anderson http://dx.doi.org/10.1016/S0004-3702(03)00056-0 Artificial Intelligence, Volume 149, Number 1 (September 2003) Six views of embodied cognition Margaret Wilson Psychonomic Bulletin & Review, Volume 9, Number 4 (December 2002) http://dx.doi.org/10.3758/BF03196322 Symbols and Embodiment: Debates on Meaning and Cognition Manuel de Vega, Arthur Glenberg, and Arthur Graesser (Editors) Oxford University Press, 2008, ISBN 9780199217274 http://dx.doi.org/10.1093/acprof:oso/9780199217274.001.000 1 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The brain has a body: adaptive behavior emerges from interactions of nervous system, body and environment Hillel J. Chiel and Randall D. Beer Trends in Neurosciences, Volume 20, Number 12 (1 December 1997) http://dx.doi.org/10.1016/S0166-2236(97)01149-1 The Cambridge Handbook of Situated Cognition Philip Robbins and Murat Aydede (Editors) Cambridge University Press, 2009, ISBN 9780511816826 http://dx.doi.org/10.1017/CBO9780511816826 Computation and Human Experience Philip E. Agre Cambridge University Press, 1997, ISBN 9780511571169 http://dx.doi.org/10.1017/CBO9780511571169 Conscious machines: memory, melody and muscular imagination Susan A. J. Stuart Phenomenology and the Cognitive Sciences, Volume 9, Number 1 (March 2010) Pages 37-51 http://dx.doi.org/10.1007/s11097-009-9134-6 Embodied cognition Fred Adams http://dx.doi.org/10.1007/s11097-010-9175-x 4E Cognition: Embodied, Embedded, Enacted, Extended (special issue) Phenomenology and the Cognitive Sciences, Volume 9, Number 4 (December 2010) http://link.springer.com/journal/11097/9/4/ In defence of embodied cognition: a reply to Fred Adams Christopher Letheby http://dx.doi.org/10.1007/s11097-012-9263-1 Phenomenology and the Cognitive Sciences, Volume 11 Number 3 (September 2010) Embodied Grounding: Social, Cognitive, Affective, and Neuroscientific Approaches Gun R. Semin and Eliot R. Smith (Editors) Cambridge University Press, 2008, ISBN 9780511805837 http://dx.doi.org/10.1017/CBO9780511805837 Embodiment and Cognitive Science Raymond W. Gibbs, Jr. Cambridge University Press, 2005, ISBN 9780511805844 http://dx.doi.org/10.1017/CBO9780511805844 Grounding Cognition: The Role of Perception and Action in Memory, Language, and Thinking Diane Pecher and Rolf A. Zwaan (Editors) Cambridge University Press, 2005, ISBN 9780511499968 http://dx.doi.org/10.1017/CBO9780511499968 Handbook of Cognitive Science: An Embodied Approach Paco Calvo and Toni Gomila (Editors) Elsevier, 2008, ISBN 978-0-08-046616-3 http://www.sciencedirect.com/science/book/9780080466163 How to Build a Brain: A Neural Architecture for Biological Cognition Chris Eliasmith Oxford University Press, 2014, ISBN 9780199794546 http://dx.doi.org/10.1093/acprof:oso/9780199794546.001.000 1 The Innocent Eye: Why Vision Is Not a Cognitive Process Nico Orlandi Oxford University Press, 2014, ISBN 9780199375035 http://dx.doi.org/10.1093/acprof:oso/9780199375035.001.000 1 Origins of Objectivity Tyler Burge Oxford University Press, 2010, ISBN 9780199681405 http://dx.doi.org/10.1093/acprof:oso/9780199581405.001.000 1 Situated and Embodied Cognition (special issue) Cognitive Systems Research, Volume 3, Number 3 (September 2002) http://www.sciencedirect.com/science/journal/13890417/3/3 Back to the Table of Contents ======================================= What Can AI Get from Neuroscience? ====== What Can AI Get from Neuroscience? Steve M. Potter http://dx.doi.org/10.1007/978-3-540-77296-5_17 Curious and Creative Machines Hod Lipson http://dx.doi.org/10.1007/978-3-540-77296-5_28 50 Years of Artificial Intelligence: Essays Dedicated to the 50th Anniversary of Artificial Intelligence Max Lungarella, Fumiya Iida, Josh Bongard, and Rolf Pfeifer (Editors) Springer, 2007, ISBN 978-3-540-77296-5, LNCS 4850 http://dx.doi.org/10.1007/978-3-540-77296-5 Can a biologist fix a radio? – Or, what I learned while studying apoptosis Yuri Lazebnik Cancer Cell, Volume 2, Number 3 (September 2002) http://dx.doi.org/10.1016/S1535-6108(02)00133-2 Neuroscience: Exploring the Brain, Third Edition Mark F. Bear, Barry W. Connors, and Michael A. Paradiso Lippincott Williams & Wilkins, 2007, ISBN 978-0-7817-6003-4 **** Some content available – click on the book cover **** http://books.google.com/books/about/Neuroscience.html?id=75NgwL zueikC Turing and von Neumann’s Brains and their Computers Sorin Istrail and Solomon Marcus http://www.brown.edu/Research/Istrail_Lab/papers/IstrailMarcus012912FINAL.pdf A measure for brain complexity: Relating functional segregation and integration in the nervous system Pages 5033-5037 Giulio Tononi, Olaf Sporns, and Gerald M. Edelman Proceedings of the National Academy of Sciences of the United States of America, Volume 91, Number 11 (May 24, 1994) http://www.pnas.org/content/91/11/5033.abstract The Role of Area 17 in Visual Imagery: Convergent Evidence from PET and rTMS S. M. Kosslyn, et al. Pages 167-170 Science, Volume 284, Number 5411 (2 April 1999) http://dx.doi.org/10.1126/science.284.5411.167 Mechanisms of memory stabilization and de-stabilization C. M. Alberini, M. H. Milekic, and S. Tronel Cellular and Molecular Life Sciences, Volume 63, Number 9 (May 2006) Pages 999-1008 http://dx.doi.org/10.1007/s00018-006-6025-7 Mechanisms of memory stabilization: are consolidation and reconsolidation similar or distinct processes? Cristina M. Alberini Pages 51-56 Trends in Neurosciences, Volume 28, Number 1 (January 2005) http://dx.doi.org/10.1016/j.tins.2004.11.001 Web Page http://www.cns.nyu.edu/corefaculty/Alberini.php Levels and loops: the future of artificial intelligence and neuroscience Anthony J. Bell Pages 2013-2020 Philosophical Transactions of the Royal Society of London Series B – Biological Sciences, Volume 354, Number 1392 (1999 December 29) http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1692705/ Tony Bell Home Page http://cnl.salk.edu/~tony/ On the Function of Dendritic Spines Rafael Yuste and Ania Majewska Pages 387-395 The Neuroscientist, Volume 7, Number 5(2001) http://dx.doi.org/10.1177/107385840100700508 Methods for Quantifying the Informational Structure of Sensory and Motor Data Max Lungarella, Teresa Pegors, Daniel Bulwinkle, and Olaf Sporns Neuroinformatics, Volume 3, Number 3 (Fall 2005) Pages 243-262 http://dx.doi.org/10.1385/NI:3:3:243 Connectivity and complexity: the relationship between neuroanatomy and brain dynamics O. Sporns, G. Tononi, and G.M. Edelman Pages 909-922 Neural Networks, Volume 13, Number 8-9 (November 2000) http://dx.doi.org/10.1016/S0893-6080(00)00053-8 Polychronization: Computation with Spikes Eugene M. Izhikevich Pages 245-282 Neural Computation, Volume 18, Number 2 (February 2006) http://dx.doi.org/10.1162/089976606775093882 Information Processing in Dendritic Trees Bartlett W. Mel Pages 1031-1085 Neural Computation, Volume 6, Number 6 (November 1994) http://dx.doi.org/10.1162/neco.1994.6.6.1031 Removing Some ‘A’ from AI: Embodied Cultured Networks Douglas J. Bakkum et al. Pages 130-146 http://dx.doi.org/10.1007/978-3-540-27833-7_10 Embodied Artificial Intelligence: International Seminar Fumia Lida, Rolf Pfeifer, Luc Steels, and Yasuo Kuniyoshi (Editors) Springer, 2004, ISBN 978-3-540-27833-7, LNCS 3139 http://dx.doi.org/10.1007/b99075 Engines of the Brain: The Computational Instruction Set of Human Cognition Richard Granger AI Magazine, Volume 27, Number 2 (2006) *** click on “DOWNLOAD THIS PDF FILE” at the bottom of screen **** http://www.aaai.org/ojs/index.php/aimagazine/article/view/1877/177 5 How Virtual Machinery Can Bridge the “Explanatory Gap”, in Natural and Artificial Systems Aaron Sloman Pages 13-24 http://dx.doi.org/10.1007/978-3-642-15193-4_2 From Animals To Animats 11, SAB2010 Stephane Doncieux et al. (Editors) Springer, 2010, ISBN 978-3-642-15193-4, LNCS 6226 http://dx.doi.org/10.1007/978-3-642-15193-4 Cognitive Systems: Information Processing Meets Brain Science Richard Morris, lionel Tarassenko, and Michael Kenward Elsevier, 2005, ISBN 978-0-12-088566-4 http://www.sciencedirect.com/science/book/9780120885664 Calculus of Thought: Neuromorphic Logistic Regression in Cognitive Machines Daniel M. Rice Elsevier, 2014, ISBN 978-0-12-410407-5 http://www.sciencedirect.com/science/book/9780124104075 Simulating the Mind: A Technical Neuropsychoanalytical Approach Dietmar Dietrich, Georg Fodor, Gerhard Zucker and Dietmar Bruckner (Editors) Springer, 2009, ISBN 978-3-211-09451-8 http://dx.doi.org/10.1007/978-3-211-09451-8 Circuits in the Brain: A Model of Shape Processing in the Primary Visual Cortex Charles R. Legendy Springer, 2009, ISBN 978-0-387-88849-1 http://dx.doi.org/10.1007/978-0-387-88849-1 Visual Development, Third Edition Nigel W. Daw Springer, 2014, ISBN 978-1-4614-9059-3 http://dx.doi.org/10.1007/978-1-4614-9059-3 Back to the Table of Contents ======================================= Legal Matters ========================== The Growing Gap Between Emerging Technologies and LegalEthical Oversight: The Pacing Problem Gary E. Marchant, Braden R. Allenby, and Joseph R. Herkert (Editors) Springer, 2011, ISBN 978-94-007-1356-7 http://dx.doi.org/10.1007/978-94-007-1356-7 Human Law and Computer Law: Comparative Perspectives Mireille Hildebrandt and Jeanne Gaakeer (Editors) Springer, 2013, ISBN 978-94-007-6314-2 http://dx.doi.org/10.1007/978-94-007-6314-2 The Laws of Robots: Crimes, Contracts, and Torts Ugo Pagallo Springer, 2013, ISBN 978-94-007-6564-1 http://dx.doi.org/10.1007/978-94-007-6564-1 Liability for Crimes Involving Artificial Intelligence Systems Gabriel Hallevy Springer, 2015, ISBN 978-3-319-10124-8 http://dx.doi.org/10.1007/978-3-319-10124-8 Patent Strategy: For Researchers and Research Managers, Third Edition H. Jackson Knight Wiley, 2013, ISBN 9781118314289 http://dx.doi.org/10.1002/9781118314289 Back to the Table of Contents ======================================= Reference Material ===================== Applied Linguistics, The Encyclopedia of Carol A. Chapelle (Editor) Wiley, 1999-present, ISBN 9781405198431 http://dx.doi.org/10.1002/9781405198431 Cognitive Science, Encyclopedia of Lynn Nadel (Editor-in-Chief) Wiley, 1999-present, ISBN 9780470018866 http://dx.doi.org/10.1002/0470018860 Computational Psychology, The Cambridge Handbook of Ron Sun (Editor) Cambridge University Press, 2008, ISBN 9780511816772 http://dx.doi.org/10.1017/CBO9780511816772 Computer Science and Engineering, Wiley Encyclopedia of Benjamin W. Wah (Editor) Wiley, 1999-present, ISBN 9780470050118 http://dx.doi.org/10.1002/9780470050118 Consciousness, The Blackwell Companion to Max Velmans and Susan Schneider (Editors) Wiley, 2007, ISBN 9780470751466 http://dx.doi.org/10.1002/9780470751466 Consciousness, The Cambridge Handbook of Philip David Zelazo, Morris Moscovitch, and Evan Thompson (Editors) Cambridge University Press, 2007, ISBN 9780511816789 http://dx.doi.org/10.1017/CBO9780511816789 Mathematics and Computer Science Applications http://www.sciencedirect.com/science/referenceworks/97800 80970875#ancpt0730 Social & Behavioral Sciences, International Encyclopedia of; Second Edition James D Wright (Editor-in-Chief) Elsevier, 2015, ISBN 978-0-08-097087-5 http://www.sciencedirect.com/science/referenceworks/ 9780080970875 Measuring System Design, Handbook of Peter Sydenham (Editor) Wiley, 1999-present, ISBN 9780471497394 http://dx.doi.org/10.1002/0471497398 Philosophy, The Blackwell Companion to; Second Edition Nicholas Bunin and E. P. Tsui-James (Editors) Wiley, 2003, ISBN 9780470996362 http://dx.doi.org/10.1002/9780470996362 Philosophy of Computing and Information, The Blackwell Guide to the Luciano Floridi (Editor) Wiley, 2004, ISBN 9780470757017 http://dx.doi.org/10.1002/9780470757017 Philosophy of Mind, The Blackwell Guide to Stephen P. Stich and Ted A. Warfield (Editors) Wiley, 2003, ISBN 9780470998762 http://dx.doi.org/10.1002/9780470998762 Back to the Table of Contents ======================================= Additional Web Resources =============== Academia.edu – community of researchers http://www.academia.edu/ Accelerating Intelligence Website – Ray Kurzweil http://www.kurzweilai.net/ ACL Anthology A Digital Archive of Research Papers in Computational Linguistics http://www.aclweb.org/anthology/ Association for Computational Linguistics http://www.aclweb.org/ Advances in Neural Information Processing Systems, NIPS Proceedings http://papers.nips.cc/ The DBLP Computer Science Bibliography http://www.informatik.uni-trier.de/~ley/db/ The Genetic Programming Bibliography http://www.cs.bham.ac.uk/~wbl/biblio/ International Joint Conferences on Artificial Intelligence, IJCAI Proceedings http://ijcai.org/ Research areas, Microsoft Research http://research.microsoft.com/en-us/about/our-research/ ResearchGate – For Scientists http://www.researchgate.net/ Principles of Knowledge Representation and Reasoning (KR) Conferences http://www.informatik.unitrier.de/~Ley/db/conf/kr/index.html Education Resources Information Center (ERIC), Institute of Education Sciences http://eric.ed.gov/ Online Library, Rensselaer Artificial Intelligence and Reasoning (RAIR) Laboratory http://rair.cogsci.rpi.edu/pai/library/ Commonsense Reasoning ~ Home http://commonsensereasoning.org/ Robotics Institute Publications, Carnegie Mellon University http://www.ri.cmu.edu/publication_sub.html?menu_id=265 Machine Learning Experiences in Artificial Intelligence: A Multi-Institutional Project http://uhaweb.hartford.edu/compsci/ccli/ Machine Learning Area, Microsoft Research http://research.microsoft.com/en-us/about/ourresearch/machine-learning.aspx International Conference on Machine Learning (ICML) http://www.informatik.uni-trier.de/~ley/db/conf/icml/ The DBLP Computer Science Bibliography http://www.informatik.uni-trier.de/~ley/db/ Home Page of Bart Kosko http://sipi.usc.edu/~kosko/index.html Home Page of Hans Moravec https://www.frc.ri.cmu.edu/~hpm/ Back to the Table of Contents ======================================= Online Periodicals – Directly ============== Evolutionary Intelligence http://link.springer.com/journal/12065 IEEE Transactions on Neural Networks *** This Transactions ceased production in 2011 ********** http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=72 IEEE Transactions on Neural Networks and Learning Systems http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=596 2385 Genetic Programming and Evolvable Machines http://link.springer.com/journal/10710 Journal of Machine Learning Research http://jmlr.csail.mit.edu/papers/ Natural Computing http://link.springer.com/journal/11047 Neural Networks http://www.sciencedirect.com/science/journal/08936080 Neurocomputing http://www.sciencedirect.com/science/journal/09252312 Swarm and Evolutionary Computation http://www.sciencedirect.com/science/journal/22106502 Back to the Table of Contents ======================================= Odds & Ends =========================== Creating Personalities for Synthetic Actors: Towards Autonomous Personality Agents Robert Trappi and Paolo Petta (Editors) Springer, 1997, ISBN 978-3-540-68501-2, LNCS 1195 http://dx.doi.org/10.1007/BFb0030565 Social Understanding: On Hermeneutics, Geometrical Models and Artificial Intelligence Jurgen Kluver and Christina Kluver Springer, 2011, ISBN 978-90-481-9911-2 http://dx.doi.org/10.1007/978-90-481-9911-2 Cognitive Reasoning: A Formal Approach Oleg Anshakov and Tamas Gergely Springer, 2010, ISBN 978-3-540-68875-4 http://dx.doi.org/10.1007/978-3-540-68875-4 Autonomous Search Youssef Hamadi, Eric Monfroy, and Frederic Saubion (Editors) Springer, 2011, ISBN 978-3-642-21434-9 http://dx.doi.org/10.1007/978-3-642-21434-9 Universal Semantic Communication Brendan Juba Springer, 2011, ISBN 978-3-642-23297-8 http://dx.doi.org/10.1007/978-3-642-23297-8 Minds, Machines and Godel J. R. Lucas Philosophy, Volume 36, Number 137 (April 1961) http://users.ox.ac.uk/~jrlucas/Godel/mmg.html *** After clicking on the link below, *** click on the PDF icon, and on another PDF icon *** on the next screen http://dx.doi.org/10.1017/S0031819100057983 Home Page of J.R. Lucas http://users.ox.ac.uk/~jrlucas/ The Freedom of the Will J. R. Lucas Oxford University Press, 1970, ISBN 9780198243434 http://dx.doi.org/10.1093/acprof:oso/9780198243434.001.000 1 The Escape of the Mind Howard Rachlin Oxford University Press, 2014, ISBN 9780199322350 http://dx.doi.org/10.1093/acprof:oso/9780199322350.001.000 1 The Evolution of Consciousness Euan Macphail Oxford University Press, 1998, ISBN 9780198503248 http://dx.doi.org/10.1093/acprof:oso/9780198503248.001.000 1 Machine Ethics Michael Anderson and Susan Leigh Anderson (Editors) Cambridge University Press, 2011, ISBN 9780511978036 http://dx.doi.org/10.1017/CBO9780511978036 The Allure of Machinic Life: Cybernetics, Artificial Life, and the New AI John Johnston MIT Press, 2008, ISBN 9780262101264 http://dx.doi.org/10.7551/mitpress/9780262101264.001.0001 Metareasoning: Thinking about Thinking Michael T. Cox and Anita Raja (Editors) MIT Press, 2011, ISBN 9780262014809 http://dx.doi.org/10.7551/mitpress/9780262014809.001.0001 Metacognition in computation: A selected research review Michael T. Cox Artificial Intelligence, Volume 169, Number 2 (December 2005) http://dx.doi.org/10.1016/j.artint.2005.10.009 Quantum computation, quantum theory and AI Mingsheng Ying Artificial Intelligence, Volume 174 (2010) http://dx.doi.org/10.1016/j.artint.2009.11.009 A theory of computation based on quantum logic (I) Mingsheng Ying Theoretical Computer Science, Volume 344 (2005) http://dx.doi.org/10.1016/j.tcs.2005.04.001 From the Semantic Web to social machines: A research challenge for AI on the World Wide Web Jim Hendler and Tim Berners Lee Artificial Intelligence, Volume 174, Number 2 (February 2010) http://dx.doi.org/10.1016/j.artint.2009.11.010 25 Years of Knowledge Acquisition (special issue) International Journal of Human-Computer Studies, Volume 71, Number 2 (February 2013) http://www.sciencedirect.com/science/journal/10715819/71/2 Chapter 2 Speech Processing Technology: Basic Consideration http://dx.doi.org/10.1007/978-81-322-1862-3_2 Phoneme-Based Speech Segmentation Using Hybrid Soft Computing Framework Mousmita Sarma and Kandarpa Kumar Sarma Springer, 2014, ISBN 978-81-322-1862-3 http://dx.doi.org/10.1007/978-81-322-1862-3 Universal Artificial Intelligence: Sequential Decisions Based on Algorithmic Probability Marcus Hutter Springer, 2005, ISBN 978-3-540-26877-2 http://dx.doi.org/10.1007/b138233 Markov Decision Processes in Artificial Intelligence: MDPs, Beyond MDPs and Applications Olivier Sigaud and Olivier Buffet (Editors) Wiley, 2010, ISBN 9781118557426 http://dx.doi.org/10.1002/9781118557426 Parallel Distributed Processing at 25: Further Explorations in the Microstructure of Cognition Timothy T. Rogers and James L. McClelland http://dx.doi.org/10.1111/cogs.12148 McClelland Rumelhart (special issue) Cognitive Science, Volume 38, Number 6 (August 2014) http://onlinelibrary.wiley.com/doi/10.1111/cogs.2014.38.issue -6/issuetoc A Systemic Perspective on Cognition and Mathematics Jeffrey Yi-Lin Forrest CRC Press, 2013, ISBN 978-0-203-48732-7 http://www.crcnetbase.com/isbn/978-1-138-00016-2 Representation Reconsidered William M. Ramsey Cambridge University Press, 2007, ISBN 9780511597954 http://dx.doi.org/10.1017/CBO9780511597954 The EvCA Project: A Brief History Wim Hordijk Complexity, Volume 18, Number 5 (May-June 2013) http://dx.doi.org/10.1002/cplx.21445 Principles of Automated Negotiation Shaheen Fatima, Sarit Kraus, and Michael Wooldridge Cambridge University Press, 2015, ISBN 9780511751691 http://dx.doi.org/10.1017/CBO9780511751691 The Philosophy of Creativity: New Essays Elliot Samuel Paul and Scott Barry Kaufman (Editors) Oxford University Press, 2014, ISBN 9780199836963 http://dx.doi.org/10.1093/acprof:oso/9780199836963.001.000 1 Consciousness: Theories in Neuroscience and Philosophy of Mind Andrea Eugenio Cavanna and Andrea Nani Springer, 2014, ISBN 978-3-662-44088-9 http://dx.doi.org/10.1007/978-3-662-44088-9 Why Heideggerian AI Failed and How Fixing It Would Require Making IT More Heideggerian Hubert L. Dreyfus http://dx.doi.org/10.7551/mitpress/9780262083775.003.0014 The Mechanical Mind in History Phil Husbands, Owen Holland, and Michael Wheeler (Editors) MIT Press, 2008, ISBN 978-0-262-08377-5 http://dx.doi.org/10.7551/mitpress/9780262083775.001.0001 Granular Computing: Analysis and Design of Intelligent Systems Witold Pedrycz CRC Press, 2013, ISBN 978-1-4398-8687-8 http://dx.doi.org/10.1201/b14862 The Deductive Spreadsheet Iliano Cervesato Springer, 2013, ISBN 978-3-642-37747-1 http://dx.doi.org/10.1007/978-3-642-37747-1 Evolution, Complexity and Artificial Life Stefano Cagnoni, Marco Mirolli, and Marco Villani (Editors) Springer, 2014, ISBN 978-3-642-37577-4 http://dx.doi.org/10.1007/978-3-642-37577-4 A Missing Link in Cybernetics: Logic and Continuity Alex M. Andrew Springer, 2009, ISBN 978-0-387-75164-1 http://dx.doi.org/10.1007/978-0-387-75164-1 Creative Model Construction in Scientists and Students: The Role of Imagery, Analogy, and Mental Simulation John J. Clement Springer, 2008, ISBN 978-1-4020-6712-9 http://dx.doi.org/10.1007/978-1-4020-6712-9 Computational Approaches to Analogical Reasoning: Current Trends Henri Prade and Gilles Richard (Editors) Springer, 2014, ISBN 978-3-642-54516-0 http://dx.doi.org/10.1007/978-3-642-54516-0 Handbook of Constraint Programming Francesca Rossi, Peter van Beek, and Toby Walsh Elsevier, 2006, ISBN 978-0-444-52726-4 http://www.sciencedirect.com/science/bookseries/15746526/ 2 Constraint Logic Programming Using Eclipse Krzysztof R. Apt and Mark Wallace Cambridge University Press, 2007, ISBN 9780511607400 http://dx.doi.org/10.1017/CBO9780511607400 Constraint Handling Rules Tom Fruhwirth Cambridge University Press, 2009, ISBN 9780511609886 http://dx.doi.org/10.1017/CBO9780511609886 Abstract Domains in Constraint Programming Marie Pelleau Elsevier, 2015, ISBN 978-1-78548-2 http://www.sciencedirect.com/science/book/9781785480102 Knowledge Spaces Jean-Paul Doignon and Jean-Claude Falmagne Springer, 1999, ISBN 978-3-642-58625-5 http://dx.doi.org/10.1007/978-3-642-58625-5 Learning Spaces: Interdisciplinary Applied Mathematics Jean-Claude Falmagne and Jean-Paul Doignon Springer, 2011, ISBN 978-3-642-01039-2 http://dx.doi.org/10.1007/978-3-642-01039-2 Knowledge Spaces: Applications in Education Jean-Claude Falmagne, Dietrich Albert, Christopher Doble, David Eppstein, and Xiangen Hu (Editors) Springer, 2-13, ISBN 978-3-642-35329-1 http://dx.doi.org/10.1007/978-3-642-35329-1 Logical Dynamics of Information and Interaction Johan van Benthem Cambridge University Press, 2011, ISBN 9780511974533 http://dx.doi.org/10.1017/CBO9780511974533 Decision-Making and Action Jean-Charles Pomerol Wiley, 2012, ISBN 9781118561690 http://dx.doi.org/10.1002/9781118561690 The Semantics of Relationships: An Interdisciplinary Perspective Rebecca Green, Carol A Bean, and Sung Hyon Myaeng (Editors) Springer, 2002, ISBN 978-94-017-0073-3 http://dx.doi.org/10.1007/978-94-017-0073-3 Back to the Table of Contents =======================================
Related documents