Download CV - Universidad de Burgos

EMILIO CORCHADO
UNIVERSITY OF BURGOS
QUALIFICATIONS
2002 PhD. Early visión and artificial neural networks. University of Salamanca, Spain.
1999 B.Sc. (Physics), University of Salamanca, Spain.
Research Publications
CV
Currently supervising the following PhD projects:
•
•
•
•
Alvaro Herrero, Projection Models for IDS
Bruno Baruque, Ensembles and Unsupervised learing
Leticia Curiel, Artificial Neural Networks for Sensors and Industrial
Applications
Angel Arroyo, Simulation of Multiphysics Multiscale Systems
Previously supervised:
•
2008. Dr. Maria A. Pellicer. ARQUITECTURA MULTIAGENTE PARA LA
GESTIÓN AUTÓNOMA DE PROCESOS EMPRESARIALES
Teaching:
•
part time Lecturer/ Computing and Information Systems Department. University of
Paisley (Glasgow), UK. From: 01-Sept-2000 to 15-Oct-2001.
•
Professor/ Computer Science Unit, University of Burgos, Spain. From 23-Oct-2001
to now.
Some books:
Early Vision and the Identification of Multiple Causes in Data.
Corchado E., Charles D., Fyfe C., Alonso L. (2001).
2001.
Aica Ediciones S.L. ISBN: 84-95780-02-X.
Other activities:
I am a reviewer of several conferences, symposiums and workshops at national and
international level. I am participating in some research projects very related with the
industry.
• I am a reviewer for the Spanish Agency: ANEP for different types of research
project, at national and regional programs.
• Reviewer for European Projects (EU 6FP)
• Director of GICAP RESEARCH Group.
• General Chair of HAIS series of Conferences
http://www2.ubu.es/hais2008/main/home.shtml
• GENERAL CO-CHAIR CISIS series of Conferences
http://www.cisis2008.org/home/home.shtml
• Co-Editor-in-Chief of the International Journal of Computational Intelligence
Research ISSN 0973-1873 Published by Research India Publications, India
http://www.softcomputing.net/ijcir/
CO-EDITOR OF SPECIAL ISSUES:
•
• International Journal of Neural Systems
IDEAL 2006 Special Issue, it is already published in
Vol. 18, Issue: 1 (February 2008)
http://www.worldscinet.com/cgi-bin/details.cgi?id=jsname:ijns&type=all
Work in progress:
• International Journal: Neurocomputing, Elsevier Science, Netherlands.
Topic: "Hybrid Artificial Intelligent Systems and its Applications".
HAIS 2007
Co-editors: Ajith Abraham, Juan Corchado and Emilio Corchado.
ISSN: 0925-2312.
• International Journal of Neural Systems
IDEAL 2007
• International Journal: Reasoning-based Intelligent Systems (IJRIS)
Topics: "Selected papers on fuzzy logic", "Rough sets and reasoning" ...
etc.
HAIS 2007
ISSN (Online): 1755-0564 - ISSN (Print): 1755-0556
• International Journal: Computational Intelligence in Bioinformatics and
Systems Biology (IJCIBSB)
HAIS 2007
• INFORMATION SCIENCES
Published by ELSEVIER
ISSN: 0020-0255
Topic: Nature-inspired Hybrid Artificial Intelligent Systems and
Applications
HAIS 2008
Journal Citation Reports® 2007, published by Thomson Scientific
Co-Guest Editors:
Prof. Ajith Abraham - Norwegian University of Science and Technology
(Norway)
Prof. André CPLF de Carvalho - University of Sâo Paulo (Brazil)
Dr. Emilio Corchado - University of Burgos (Spain)
CO-EDITOR OF BOOKS
Hybrid Artificial Intelligence Systems: Third International Workshop, HAIS 2008, Burgos, Spain,
September 24-26, 2008, Proceedings (Lecture Notes in Computer Science) by Emilio Corchado,
Ajith Abraham, and Witold Pedrycz
2.
Innovations in Hybrid Intelligent Systems (Advances in Soft Computing)
(Advances in Soft Computing) by Emilio Corchado, Juan M. Corchado, and Ajith
Abraham
3.
Intelligent Data Engineering and Automated Learning - IDEAL 2006
(Lecture Notes in Computer Science) by Emilio Corchado and Emilio
Corchado;Hujun Yin;Vicente Botti;Colin Fyfe
4.
Intelligent Data Engineering and Automated Learning - IDEAL 2007: 8th
International Conference, Birmingham, UK, December 16-19, 2007,
Proceedings (Lecture Notes in Computer Science) by Xin Yao, Hujun Yin,
Peter Tino, and Emilio Corchado.
5.
Proceedings of the International Workshop on Computational Intelligence
in Security for Information Systems CISIS'08 (Advances in Soft
Computing) by Emilio Corchado, Rodolfo Zunino, Paolo Gastaldo, and Cosío
Álvaro Herrero
6.
Intelligent Data Engineering and Automated Learning - Ideal 2007 by Hujun (EDT)/ Yao, Xin
(EDT)/ Tino, Peter (EDT)/ Corchado, Emilio (EDT)/ Byrne, Will (EDT) Yin (Paperback - Jan 28,
2008)
Papers in International Journals.
2001
TITLE: The Identification of Features in Artificial Data and the Formation of Local
Filters From Video Data Using the Rectified Gaussian Distribution.
AUTHORS: Corchado E., Charles D., Fyfe C. (2001).
JOURNAL: Computing and Information Systems Journal, UK.. ISSN 1352-9404.
DATE: febrero 2001.
PAG.: Volume 8 No 1. Pag: 21-26.
PEER REVIEWED.
TITLE: Identification of Multiple Causes Using Backpropagation.
AUTHORS: Corchado E., Fyfe C. (2001).
JOURNAL: Computing and Information Systems Journal, UK.. ISSN 1352-9404.
DATE: ocT 2001.
PAG.: Volume 8 No 3a. Pag: 101 –108.
PEER REVIEWED
TITLE: Extraction of Spatiotemporal Structure in Video Data Using Lateral
Connections.
AUTHORS: Corchado E., Charles D., Han Y., Fyfe C. (2001).
JOURNAL: Computing and Information Systems Journal, UK.. ISSN 1352-9404.
DATE: oct 2001.
PAG.: Volume 8 No 3a. Pag: 69 –76.
PEER REVIEWED
TITLE: Identification of Multiple Causes Using ε -Insensitive Hebbian Learning.
AUTHORS: Corchado E., Fyfe C. (2001).
JOURNAL: Computing and Information Systems Journal, UK.. ISSN 1352-9404.
DATE: oct 2001.
PAG.: Volume 8 No 3a. Pag: 91 –100.
PEER REVIEWED
2002
TITLE: Extraction of Independent Causes Using Lateral Connections.
AUTHORS: Corchado E., Fyfe C. (2002).
JOURNAL: International Journal of Computational Intelligence and Applications
(IJCIA). Imperial College Press. UK.. ISSN: 1469-0268.
Abstracting/Indexing:
•
CompuScience
DATE: Jun 2002.
PAG.: Vol 2, No 2. Pag: 115 –130.
PEER REVIEWED
TITLE: Analytical Model for Constructing Deliberative Agents.
AUTHORS: Glez-Bedia M., Corchado J. M., Corchado E. S., Fyfe C. (2002).
JOURNAL: Engineering Intelligent Systems. CRL Publishing Ltd. ISSN 14728915.
IMPACT FACTOR: (JCR-2003) 0.093.
DATE: 2002.
PAG.: Vol 10 No 3. Pag: 173-185.
2003
TITLE: Orientation Selection Using Maximum Likelihood Hebbian Learning.
AUTHORS: Corchado E., Fyfe C. (2003).
JOURNAL: International Journal of Knowledge-based Intelligent Engineering
Systems. IOS Press. Brighton, UK.. ISSN: 1327-2314.
Abstracted in:
CompuScience, EBSCO database, Inspec
DATE: APRIL 2003.
PAG.: Volume 7 Number 2.
Revisión por al menos dos expertos independientes.
TITLE: An Extension of Epsilon-insensitive Hebbian Learning to Form a Noninterfering Basis.
AUTHORS: Corchado E., Fyfe C. (2003).
JOURNAL: International Journal of Computational Intelligence and Applications,
IJCIA. Imperial College Press. UK.. ISSN: 1469-0268.
Abstracting/Indexing:
•
CompuScience
DATE: Sept 2003.
PAG.: Vol.3 No.3. Pag: 281-296.
PEER REVIEWED
TITLE: Structuring Global Responses of Local Filters using Lateral Connections.
AUTHORS: Corchado E., Han Y., Fyfe C. (2003).
JOURNAL: Journal of Experimental & Theoretical Artificial Intelligence
(JETAI). Taylor & Francis. ISSN: 0952-813X print/ ISSN: 1362-3079 online.
IMPACT FACTOR: (JCR-2005) 0.439.
DATE: OCT-DIC2003.
PAG.: Vol 15 No 4, Pag: 473-487.
TITLE: Connectionist Techniques for the Identification and Suppression of
Interference Underlying Factors.
AUTHORS: Corchado E., Fyfe C. (2003).
JOURNAL: International Journal of Pattern Recognition and Artificial
Intelligence. (IJPRAI). ISSN: 0218-0014; World Scientific Publishing Co. Ltd.
IMPACT FACTOR: (JCR-2005) 0.638.
DATE: Dic2003.
PAG.: Vol.17 No. 8. Pag: 1447-1466.
2004
TITLE: Maximum and Minimum Likelihood Hebbian Learning for Exploratory
Projection Pursuit.
AUTHORS: Corchado E., MacDonald D. Fyfe C.
JOURNAL: Data Mining and Knowledge Discovery. Kluwer Academic
Publishers. ISSN: 1384-5810.
IMPACT FACTOR: (JCR-2005) 2.105.
DATE: May 2004.
PAG.: Volume 8, No 3.Pag: 203 - 225.
TITLE: Forecasting Twinned Principal Curves and Twinned Self-Organizing Maps.
AUTHORS: Han Y., Corchado E., Fyfe C. (2004).
JOURNAL: Neurocomputing. Elsevier Science. New Aspects in Neurocomputing:
10th European Symposium on Artificial Neural Networks 2002. ISSN: 0925-2312.
IMPACT FACTOR: (JCR-2005) 0.790.
DATE: Mar 2004.
PAG.: Vol 57, Pag: 37-47.
TITLE: IBR Retrieval Method Based on Topology Preserving Mappings.
AUTHORS: Corchado E., Corchado J. and Aiken J.
JOURNAL: Journal of Experimental & Theoretical Artificial Intelligence (JETAI).
Taylor & Francis. ISSN: 0952-813X print/ ISSN: 1362-3079 online.
IMPACT FACTOR: (JCR-2005) 0.439.
DATE: Jul-Sept, 2004.
PAG.: Volumen 16, num. 3, pp. 145 – 160.
PEER REVIEWED
TITLE: Internet Agents Who Structure Concept Formation using Kernel SelfOrganising Maps.
AUTHORS: Corchado E., MacDonald D., Fyfe C.
JOURNAL: International Journal of Web Engineering and Technology. (IJWET).
Inderscience Publishers. ISSN: 1476-1289.
DATE: 2004 - Vol. 1, No.4 pp. 427 - 436
PAG.:
PEER REVIEWED
TITLE: Application of Maximum Likelihood Hebbian to the Scale Invariant Map.
AUTHORS: Corchado E., Fyfe C.
JOURNAL: Computing and Information Systems Journal. UK.. ISSN: 1352-9404.
DATE: May 2005
PAG.: Vol 9, No. 2. Pag: 46–51.
PEER REVIEWED
2005
TITLE: Evaluating the air-sea interactions and fluxes using an instance-based
reasoning system
AUTHORS: Juan M. Corchado, Jim Aiken, Emilio S. Corchado, Florentino FdezRiverola
JOURNAL: AI COMMUNICATIONS
IMPACT FACTOR: (JCR-2005) 0.612.
DATE: 2005
PAG.: Volume 18, Number 4 / 2005; pp. 247 - 256
PEER REVIEWED
SUMITTED:
The Application of a Two-Step AI Model to an Automated Pneumatic Drilling
Process.
J.Sedano, E. Corchado, L. Curiel, J.R. Villar and P.M.Bravo.
International Journal of Computer Mathematics
Accepted under suggestions.
"A Weighted Voting Summarization of SOM Ensembles". Bruno Baruque and
Emilio Corchado.
System,
Man
and
Cybernetics
(part
B)
Submitted
"WeVoS: A Topology Preserving Ensemble Summarization Algorithm". Bruno
Baruque and Emilio Corchado. Computational Intelligence.
Submitted
Neural Projection Techniques for the Visual Inspection of Network Traffic
(título inicial: Two-fold Anomaly Detection in Network Traffic by means of Neural
Projection
Techniques)
Neurocomputing (IWANN'07 Special Issue) Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, and Rodolfo Zunino
Accepted under suggestions.
MOVIH-IDS:
A
Mobile-Visualization
Hybrid
Intrusion
Detection
System
Álvaro Herrero, Emilio Corchado, María A. Pellicer, and Ajith Abraham
Neurocomputing (HAIS'07 Special Issue)
submitted
Computational Intelligence DIPKIP: a Connectionist KM System to Identify Knowledge Deficits in Practical
Cases
Álvaro Herrero, Emilio Corchado, Lourdes Sáiz and Ajith Abraham
Accepted under suggestions.
OTHER PUBLICATIONS.
CHAPTERS IN BOOKS:
2002
TITLE: The Formation of Local Spatiotemporal Filters From Video of Natural Images.
AUTHORS: Corchado E., Fyfe C., Charles D. (2002).
TITLE OF THE BOOK: Artificial Neural Networks in Pattern Recognition.
DATE: 2002.
EDITORIAL: Imprenta Catedral. Eds. Alonso L., Fyfe C and Corchado J. M.
ISBN: 84-95780-02-X. Pag: 59-66.
2004
TITLE: Redes Neuronales Artificiales. Capítulo 13.
AUTHORS: Corchado E., Fyfe C.
TITLE OF THE BOOK: Introducción a la Minería de Datos.
DATE: 2004.
EDITORIAL: Pearson Educación S.A. (Prentice Hall/Addison-Wesley).
José
Hernández Orallo, M. José Ramírez Quintana, César Ferri Ramírez. ISBN: 84-2054091-9.
TITLE: A Cooperative Unsupervised Architecture to Develop a Business
Management Model.
AUTHORS: Herrero Á., Baruque B., Redondo R., Corchado E., Sáiz L., Lara A., Fyfe
C.
TITLE OF THE BOOK: Tendencias de la Minería de Datos en España. Red Española
de Minería de Datos. TIC2002-11124.
DATE: 2004.
EDITORIAL: Editores: Raúl Giradles, José C. Riquelme, Jesús S. Aguilar-Ruiz.
ISBN: 84-688-8442-1.
PAPER PUBLISHED UNDER Lecture Notes in Computer Science - Springer Verlag:
2002
TITLE: A New Neural Implementation of Exploratory Projection Pursuit.
AUTHORS: Fyfe C., Corchado E. (2002).
TITLE OF THE BOOK: IDEAL2002 Third International Conference on Engineering
and Automated Learning.
DATE: 2002.
EDITORIAL: Lecture Notes in Computer Science (LNCS 2412), Springer Verlag.
ISSN 0302-9743. ISBN 3-540-44025-9. Pag: 512-517.
TITLE: Maximum and Minimum Likelihood Hebbian Learning for Exploratory
Projection Pursuit.
AUTHORS: MacDonald D., Corchado E., Fyfe C. And Merenyi E. (2002).
TITLE OF THE BOOK: International Conference On Artificial Neural Networks,
ICANN 2002.
DATE: 2002.
EDITORIAL: Lecture Notes in Computer Science (LNCS 2415), Springer Verlag.
ISSN 0302-9743. ISBN 3-540-44074-7. Pag: 649-654.
TITLE: Identification of Visual Features Using a Neural Version of Exploratory
Projection Pursuit.
AUTHORS: Corchado E., Fyfe C. (2002).
TITLE OF THE BOOK: Artificial Intelligence and Cognitive Science. AICS’02, 13th
Irish Conference on Artificial Intelligence and Cognitive Science.
DATE: 2002.
EDITORIAL: Lecture Notes in Computer Science, Lecture Notes in Artificial
Intelligence (LNAI 2464), Springer Verlag. (Eds.): M. O’Neill, R.F.E. Sutcliffe, C. Ryan,
M. Eaton, N.J.L. Griffith. ISSN 0302-9743. ISBN 3-540-44184-0. Pag: 150-157.
2003
TITLE: Initialising Self-Organising Maps.
AUTHORS: Corchado E, Fyfe C. (2003).
TITLE OF THE BOOK: Fourth International Conference on Intelligent Data
Engineering and Automated Learning. IDEAL 2003.
DATE: Marzo 21-23, 2003.
EDITORIAL: Lecture Notes in Computer Science. (LNCS 2690), Springer Verlag.
Editors: Jiming LIU, Yiu-Ming CHEUNG, Hujun YIN. ISSN 0302-9743. ISBN: 3540-40550. Pag: 161-168.
TITLE: Progressive Concept Formation in Self-organising Maps.
AUTHORS: Corchado E., Fyfe C. (2003).
TITLE OF THE BOOK: Computational Methods in Neural Modeling. 7th
International Work-Conference on Artificial and Natural Neural Networks, IWANN
2003. Proceedings, Part 1.
DATE: 2003.
EDITORIAL: Lecture Notes in Computer Science (LNCS 2686), Springer-Verlag.
ISSN 0302-9743. ISBN 3-540-40210-1. Pag: 327-333.
TITLE: Maximum Likelihood Hebbian Learning Based Retrieval Method for CBR
Systems.
AUTHORS: Corchado J.M, Corchado E.S. Aiken J. Fyfe, C., Fdez-Riverola, F. And
Glez-Bedia, M. (2003).
TITLE OF THE BOOK: ICCBR 2003. The 5th International Conference on CaseBased Reasoning.
DATE: Junio 23-26, 2003.
EDITORIAL: Lecture Notes in Computer Science, Lecture Notes in Artificial
Intelligence (LNAI 2689), Springer-Verlag. ISSN 0302-9743. ISBN: 3-540-40433-3.
Pag: 107-121.
TITLE: Relevance and Kernel Self-organising Maps.
AUTHORS: Corchado E. and Fyfe C. (2003).
TITLE OF THE BOOK: ICANN/ICONIP 2003. 13TH International Conference on
Artificial Neural Networks. 10th International Conference on Neural Information
Processing. Istanbul, Turkey.
DATE: 2003.
EDITORIAL: Lecture Notes in Computer Science (LNCS 2714), Springer-Verlag.
ISSN 0302-9743. ISBN: 3-540-40408. Pag: 280-287.
2004
TITLE: Analysing Spectroscopic Data Using Hierarchical Cooperative Maximum
Likelihood Hebbian Learning.
AUTHORS: MacDonald, D., Corchado E., Fyfe C. (2004).
TITLE OF THE BOOK: MICAI 2004: Advances in Artificial Intelligence, Third
Mexican International Conference on Artificial Intelligence.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS 2972). Springer-Verlag.
ISSN: 0302-9743. ISBN: 3-540-21459-3.
TITLE: A Kernel Method for Classification.
AUTHORS: MacDonald D., Koetsier J., Corchado E., Fyfe C., Corchado J. (2004).
TITLE OF THE BOOK: MICAI 2004: Advances in Artificial Intelligence, Third
Mexican International Conference on Artificial Intelligence.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS 2972). Springer-Verlag.
ISSN 0302-9743. ISBN: 3-540-21459-3.
TITLE: An Unsupervised Neural Model to Analyse Thermal Properties of
Construction Materials.
AUTHORS: Corchado E., Burgos P., Rodríguez M. Tricio V. (2004).
TITLE OF THE BOOK: International Conference on Computer Science. ICCS 2004.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: Kernel Maximum Likelihood Hebbian Learning.
AUTHORS: Koetsier J., Corchado E., MacDonald D., Corchado J., Fyfe C. (2004).
TITLE OF THE BOOK: International Conference on Computer Science. ICCS 2004.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: Constructing a Global and Integral Model of Business Management Using a
CBR System.
AUTHORS: E. Corchado, J. M. Corchado, L. Sáiz and A. Lara,
TITLE OF THE BOOK: First International Conference on Cooperative Design,
Visualization and Engineering CDVE2004, September 19-22, 2004, Palma
de Mallorca.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: Design of Cooperative Agents for Mobile Devices.
AUTHORS: Corchado, J. Corchado E. and Pellicer M.
TITLE OF THE BOOK: First International Conference on Cooperative Design,
Visualization and Engineering CDVE2004, September 19-22, 2004, Palma
de Mallorca.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: A Hierarchical Visualization Tool to Analyse the Thermal Evolution of
Construction Materials.
AUTHORS: Corchado E., Burgos P., Rodríguez M. M., Tricio V.
TITLE OF THE BOOK: First International Conference on Cooperative Design,
Visualization and Engineering CDVE2004, September 19-22, 2004, Palma
de Mallorca.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: Development of a Global and Integral Model of Business Management Using
an Unsupervised Model.
AUTHORS: Corchado E., Fyfe C., Sáiz L., Lara A.
TITLE OF THE BOOK: Fifth International Conference on Intelligent Data
Engineering and Automated Learning (IDEAL'04) August 25-27, 2004, Exeter, UK.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: Quantifying the Ocean's CO2 Budget with a CoHeL-IBR System.
AUTHORS: Corchado J., Aiken J., Corchado E., Lefevre N., and Smyth T.
TITLE OF THE BOOK: ECCBR 2004, 7th European Annual Conference In CaseBased Reasoning, 30th August until 2nd September 2004, Madrid, Spain.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: Development of CBR-BDI Agents: A Tourist Guide Application
AUTHORS: Corchado J., Pavón J., Corchado E. and. Castillo L.
TITLE OF THE BOOK: ECCBR 2004, 7th European Annual Conference In CaseBased Reasoning, 30th August until 2nd September 2004, Madrid, Spain
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: An IBR System To Quantify The Ocean´S Carbon Dioxide Budget.
AUTHORS: Corchado J., Aiken J., Corchado E.
TITLE OF THE BOOK: 4th Industrial Conference on Data Mining ICDM´2004; 02.
07. - 03. 07. 2004 Leipzig/Germany.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: A Beta-Cooperative CBR System For Constructing A Business Management
Model.
AUTHORS: Corchado J., Corchado E., Sáiz L., Lara A.
TITLE OF THE BOOK: 4th Industrial Conference on Data Mining ICDM´2004; 02.
07. - 03. 07. 2004 Leipzig/Germany.
DATE: 2004.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
2005
TITLE: Identification of Anomalous SNMP Situations Using a Cooperative
Connectionist Exploratory Projection Pursuit Model.
AUTHORS: Álvaro Herrero, Emilio Corchado, José Manuel Sáiz
TITLE OF THE BOOK: Sixth International Conference on Intelligent Data
Engineering and Automated Learning; IDEAL 2005.
DATE: 2005.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: An Unsupervised Cooperative Pattern Recognition Model to Identify
Anomalous Massive SNMP Data Sending
AUTHORS: Emilio Corchado, Álvaro Herrero, José Manuel Sáiz
TITLE OF THE BOOK: First International Conference on Natural Computation
(ICNC'05) and the Second International Conference on Fuzzy Systems and
Knowledge Discovery (FSKD'05),
DATE: 2005. (Accepted)
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: "Detecting Compounded Anomalous SNMP Situations Using Unsupervised
Pattern Recognition
AUTHORS: Emilio Corchado, Álvaro Herrero, José Manuel Sáiz
TITLE OF THE BOOK: International Conference On Artificial Neural Networks.
ICANN 2005.
DATE: 2005.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
2006
TITLE: MOVICAB-IDS: Visual Analysis of Network Traffic Data Streams for
Intrusion Detection.
AUTHORS: Álvaro Herrero, Emilio Corchado, José M. Sáiz
TITLE OF THE BOOK: Intelligent Data Engineering and Automated Learning IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006,
Proceedings
DATE: 2006.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: Maximum Likelihood Topology Preserving Ensembles.
AUTHORS: Emilio Corchado, Bruno Baruque, Bogdan Gabrys.
TITLE OF THE BOOK: Intelligent Data Engineering and Automated Learning IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006,
Proceedings
DATE: 2006.
EDITORIAL: Lecture Notes in Computer Science (LNCS), Springer Verlag.
TITLE: TITLE: B. Gabrys, B. Baruque, E Corchado.
AUTHORS: “Outlier Resistant PCA Ensambles”.
TITLE OF THE BOOK: KES2006 10th International Conference on KnowledgeBased & Intelligent Information & Engineering Systems
DATE: 2006.
EDITORIAL: Springer – Lecture Notes in Artificial Intelligence, vol. 4252,
2006. ISBN: 978-3-540-46537-9. ISI 2005 JCR: 0.302
TITLE: Testing CAB-IDs Through Mutations: On the Identification of Network
Scans
AUTHORS: Emilio Corchado, Alvaro Herrero and Jose Saiz
TITLE OF THE BOOK: KES2006 10th International Conference on KnowledgeBased & Intelligent Information & Engineering Systems
DATE: 2006.
EDITORIAL Springer – Lecture Notes in Artificial Intelligence, vol. 4252,
2006. ISBN: 978-3-540-46537-9. ISI 2005 JCR: 0.302
2007
TITLE: ViSOM Ensembles for Visualization and Classification . . .
AUTHORS: Bruno Baruque, Emilio Corchado, and Hujun Yin
TITLE OF THE BOOK: proceedings of The 9th International Work-Conference
on Artificial Neural Networks (IWANN'2007)
DATE: 2007.
EDITORIAL Springer-Verlag on Lecture Notes on Computer Science LNCS4507
TITLE: A Comparison of Neural Projection Techniques Applied to Intrusion
Detection Systems
AUTHORS: Alvaro Herrero, Emilio Corchado, Paolo Gastaldo, and
Rodolfo Zunino
TITLE OF THE BOOK: proceedings of The 9th International Work-Conference
on Artificial Neural Networks (IWANN'2007)
DATE: 2007.
EDITORIAL Springer-Verlag on Lecture Notes on Computer Science LNCS4507
TITLE: IDS Based on Bio-inspired Models
AUTHORS: Paolo Gastaldo, Francesco Picasso, Rodolfo Zunino, Álvaro Herrero,
Emilio Corchado, José Manuel Sáiz:.
TITLE OF THE BOOK: proceedings of KES (2) 2007: 133-140
DATE: 2007.
EDITORIAL Springer-Verlag on Lecture Notes on Computer Science
41 EE:.
TITLE: Automated Ham Quality Classification Using Ensemble Unsupervised
Mapping Models
AUTHORS: Bruno Baruque, Emilio Corchado, Hujun Yin, Jordi Rovira, Javier
González
TITLE OF THE BOOK: proceedings of KES (2) 2007: 435-443
DATE: 2007.
EDITORIAL: Springer-Verlag on Lecture Notes on Computer Science
TITLE: Boosting Unsupervised Competitive Learning Ensembles.
AUTHORS: Emilio Corchado, Bruno Baruque, Hujun Yin
TITLE OF THE BOOK: proceedings of ICANN (1) 2007: 339-348
DATE: 2007.
EDITORIAL: Springer-Verlag on Lecture Notes on Computer Science
TITLE: Intrusion Detection at Packet Level by Unsupervised Architectures.
AUTHORS: Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini,
Francesco Picasso, Rodolfo Zunino
TITLE OF THE BOOK: IDEAL 2007: 718-727
DATE: 2007.
EDITORIAL Springer-Verlag on Lecture Notes on Computer Science
TITLE: Quality of Adaptation of Fusion ViSOM.
AUTHORS: Bruno Baruque, Emilio Corchado, Hujun Yin
TITLE OF THE BOOK: IDEAL 2007: 728-738
DATE: 2007.
EDITORIAL Springer-Verlag on Lecture Notes on Computer Science
2008
TITLE: Traffic Data Preparation for a Hybrid Network IDS
AUTHORS: Álvaro Herrero, Emilio Corchado
TITLE OF THE BOOK: 3rd International Workshop on Hybrid Artificial
Intelligence Systems will be held in Burgos, Spain, in September of
2008
DATE: 2008
EDITORIAL Springer-Verlag on Lecture Notes on Computer Science
.
TITLE: A WeVoS-CBR approach to oil spill problem
AUTHORS: Emilio Corchado, Bruno Baruque, Aitor Mata, Juan M. Corchado
TITLE OF THE BOOK: 3rd International Workshop on Hybrid Artificial
Intelligence Systems will be held in Burgos, Spain, in September of
2008
DATE: 2008
EDITORIAL Springer-Verlag on Lecture Notes on Computer Science
AI for Modelling the Laser Milling of Copper Components
Andrés Bustillo1 , Javier Sedano2 , José Ramón Villar3 , Leticia
Curiel1 , Emilio Corchado1
IDEAL'08. IDEAL 2008 will be held at KAIST, Daejeon, Korea.
Proceedings, to be published by Springer in the Lecture Notes in Computer Science
In press
PAPERS IN CONFERENCES. PEER REVIEWED
2001
TITLE: Rectified Gaussian Distribution and the Formation of Local Filters From
Video Data.
AUTHORS: Corchado E., Charles D., Fyfe C. (2001).
TITLE OF THE BOOK: Proceedings of the 9th European Symposium on Artificial
Neural Networks, ESANN-2001.
DATE AND PLACE: abril 2001, Brujas, Bélgica.
EDITORIAL: D-Facto Publications. Edited by Michel Verleysen. ISBN: 2-93030701-3. Pag: 397-402.
Artículos aceptados: 62.
Co-sponsors:
•
IEEE Neural Networks Council
•
IEEE Region 8
•
IEEE Benelux Section
•
INNS (International Neural Networks Society)
•
ENNS (European Neural Networks Society)
TITLE: Rectified Gaussian Distribution and the Identification of Spatiotemporal
Structure in Video Data.
AUTHORS: Corchado E., Charles D., Fyfe C. (2001).
TITLE OF THE BOOK: Soft Computing (SOCO’2001) and Intelligent Systems for
Industry (ISFI’2001).
DATE AND PLACE: junio 2001, Glasgow, UK..
EDITORIAL: ICSC-NAISO Academic Press, ISBN: 3-906454-27-4. Pag: 80.
Abstract. Artículo largo en formato CD de la conferencia.
TITLE: The Formation of Local Spatiotemporal Filters Using Lateral Connections.
AUTHORS: Corchado E., Han Y., Fyfe C., Charles D., Alonso L. (2001).
TITLE OF THE BOOK: Actas de la IX Conferencia de la Asociación Española para
la Inteligencia Artificial, IV Jornadas de Transferencia Tecnológica de Inteligencia
Artificial.
DATE AND PLACE: noviembre 2001, Gijón.
EDITORIAL: Edita: Comité Organizador CAEPIA-TTIA 2001. ISBN: 84-932297-17. Volumen I. Pag: 397-406.
Artículos presentados: 170, artículos aceptados: 131.
2002
TITLE: Maximum Likelihood Hebbian Rules.
AUTHORS: Fyfe C., Corchado E. (2002).
TITLE OF THE BOOK: 10th European Symposium on Artificial Neural Networks,
ESANN´2002.
DATE AND PLACE: abril 2002, Brujas, Bélgica.
EDITORIAL: D-Side Publications. Edited by Michel Verleysen. ISBN 2-930307-021. Pag 143-148.
Artículos aceptados: 78.
Co-sponsors:
•
IEEE Region 8
•
IEEE Benelux Section
•
INNS (International Neural Networks Society)
•
ENNS (European Neural Networks Society)
TITLE: Globally Organising Maximum Likelihood Hebbian Learning Using the
Rectified Gaussian Distribution.
AUTHORS: Corchado E. ,Fyfe C. (2002).
TITLE OF THE BOOK: Perception, Volume 31, Supplement. 25th European
Conference on Visual Perception. ECVP 2002.
DATE AND PLACE: agosto 2002, Glasgow, UK..
EDITORIAL: Perception, Volume 31, Suplement.
TITLE: Maximum Likelihood Topology Preserving Algorithms.
AUTHORS: Corchado E., Fyfe C. (2002).
TITLE OF THE BOOK: The 2002 U.K. Workshop on Computational Intelligence.
(UKCI'02).
DATE AND PLACE DE PUBLICACIÓN: 2-4 septiembre 2002, Birmingham, UK..
EDITORIAL: Edited by John A. Bullinaria. The University of Birmingham, ISBN:
0704423685. Pag: 24-30.
TITLE: Classification and ICA using Maximum Likelihood Hebbian Learning.
AUTHORS: Corchado E., Koetsier J., Macdonald D. and Fyfe. C. (2002).
TITLE OF THE BOOK:
Processing.
Neural Networks For Signal
Proceedings of the 2002 IEEE International
Workshop.
DATE AND PLACE DE PUBLICACIÓN: septiembre 2002, Martigny, Suiza.
EDITORIAL:
IEEE. IEEE Catalog Number: 02TH8641. ISSN:
10893555 ISBN 0-7803-7616-1. Pag: 327-336.
Artículos presentados: 130, artículos aceptados: 77. Promedio de aceptación: 60%.
3 revisores.
TITLE: The Scale Invariant Map And Maximum Likelihood Hebbian Learning.
AUTHORS: Corchado E. ,Fyfe C. (2002).
TITLE OF THE BOOK: Knowledge-Based Intelligent Information Engineering
Systems and Allied Technologies. Frontiers in Artificial Intelligence and
Applications. Vol 82. KES2002. IOS Press.
DATE AND PLACE: septiembre 2002, Crema, Italia.
EDITORIAL: IOS-Press. ISSN: 0922-6389. ISBN: 1-58603-280-1. Pag: 245-249.
TITLE: Suppression of Related Independent Causes Using an Unsupervised Artificial
Neural Network.
AUTHORS: Corchado E., Fyfe C. (2002).
TITLE OF THE BOOK: ASAI2002 4th Argentine Symposium on Artificial
Intelligence.
DATE AND PLACE: septiembre 2002, Santa Fe, Argentina.
EDITORIAL: Edited by Dr. Santos J.M., Dr. Zapico A.; Anales JAIIO; ISSN 1666-11141.
Artículos presentados: 49, artículos aceptados: 27.
TITLE: Aprendizaje no Supervisado Aplicado a la Identificación de idiomas en
discurso. (Unsupervised Learning Applied to the Identification of Languages).
AUTHORS: Corchado E., Fyfe C., Marticorena R., López C., Osorio CG., Maúdes J.
(2002).
TITLE OF THE BOOK: IWPAAMS'2002. Proceedings of the Internet, e-com and
Artificial Intelligence. I International Workshop on Practical Applications of Agents
and Multiagent Systems.
DATE AND PLACE: octubre 2002, Salamanca.
EDITORIAL: Universidad de Salamanca. ISBN: 84-932864-2-7. Pag: 261-264.
TITLE: Three Neural Exploratory Projections Pursuit Algorithms as Agent
Information Providers.
AUTHORS: Osorio CG. Corchado E., Fyfe C. (2002).
TITLE OF THE BOOK: IWPAAMS'2002. Internet, e-com and Artificial Intelligence. I
International Workshop on Practical Applications of Agents and Multiagent Systems.
DATE AND PLACE: octubre 2002, Salamanca.
EDITORIAL: Universidad de Salamanca. ISBN: 84-932864-2-7. Pag: 217-216.
TITLE: Understanding Humans: A Comparative Study of Four Methods of
Interpreting Human Handwriting.
AUTHORS: Maúdes J, Corchado E., and Fyfe C. (2002).
TITLE OF THE BOOK: IWPAAMS'2002.
Internet, e-com and Artificial
Intelligence. I International Workshop on Practical Applications of Agents and
Multiagent Systems.
DATE AND PLACE: octubre 2002, Salamanca.
EDITORIAL: Universidad de Salamanca. ISBN: 84-932864-2-7. Pag: 239-249.
TITLE: Unsupervised Learning for Extracting Local Filters.
AUTHORS: Corchado E., Fyfe C., Sáez J.M., Arroyo A. and Vaquerizo B. (2002).
TITLE OF THE BOOK: IWPAAMS'2002. Internet, e-com and Artificial Intelligence
I International Workshop on Practical Applications of Agents and Multiagent
Systems.
DATE AND PLACE: octubre 2002, Salamanca.
EDITORIAL: Universidad de Salamanca. ISBN: 84-932864-2-7. Pag: 251-259.
TITLE: Extraction of Visual Information Using Maximum Likelihood Hebbian
Learning.
AUTHORS: Corchado E., Fyfe C. (2002).
TITLE OF THE BOOK: SBRN'2002 - VII Brazilian Symposium On Neural
Networks.
DATE AND PLACE: noviembre, 2002 Pernambuco, Brasil.
EDITORIAL: IEEE Computer Society. ISBN: 0-7695-1709-9. Library of
Congress Number 2002113329. Pag: 227-232.
Artículos presentados: 118, artículos aceptados: 64 (41 artículos largos, 23
abstractcs). Este artículo fue aceptado como largo: Pag: 227-232.
TITLE: Maximum and Minimum Likelihood Hebbian Rules as an Exploratory
Method.
AUTHORS: Corchado E. ,Fyfe C. (2002).
TITLE OF THE BOOK: 9th International Conference on Neural Information
Processing. ICONIP´02.
DATE AND PLACE: november 2002. Singapore.
EDITORIAL: IEEE Catalog Number 02 EX575C. ISBN 981-04-7525-X. CD
Edited by SuviSoft.
Artículos presentados: 670, artículos aceptados: 536.
TITLE: Optimal Projections of High Dimensional Data.
AUTHORS: Corchado E., MacDonald D. and Fyfe C. (2002).
TITLE OF THE BOOK: ICDM '02. The 2002 IEEE International Conference on Data
Mining.
DATE AND PLACE: diciembre 2002, Maebashi City, Japón.
EDITORIAL: IEEE Computer Society. IEEE Computer Society Order Number:
PR01754 ISBN 0-7695-1754-4. Library of Congress Number 2002109464. Pag:
589-596.
Artículos presentados: 369. Promedio de aceptación: 20 % como artículos largos y
12% como artículos cortos. Este artículo fue aceptado como largo: Pag: 589-596.
3 revisores.
2003
TITLE: Maximum Likelihood Kernel Scale Invariant Maps.
AUTHORS: Corchado E., Fyfe C. and MacDonald D. ( 2003).
TITLE OF THE BOOK: Intelligent Systems and Innovational Computing –
Workshop on Self-organization Maps-WSOM'03.
DATE AND PLACE DE PUBLICACIÓN: septiembre 2003, Hibikino, Kitakyushu,
Japón.
EDITORIAL: editado en CD.
En cooperación con:
IEEE Neural Networks Society.
International Neural Network Society (INNS).
TITLE: Kernel Self-Organizing Map for Information Retrieval.
AUTHORS: Corchado E., MacDonald D., Fyfe C. (2003).
TITLE OF THE BOOK: II International Workshop on Practical Applications of
Agents and Multiagent Systems (IWPAAMS'2003).
DATE AND PLACE: octubre 2003, Valladolid.
EDITORIAL: Carlos Alonso (Eds.). Universidad de Valladolid. I.S.B.N.: 84-6884720-8. pag: 133-143.
TITLE:
Maximum-Likelihood
Competitive
Learning
for
the
Analysis
of
Spectroscopic Data.
AUTHORS: MacDonald D., Corchado E., Fyfe C., Colina A., López-Gejo J., LópezPalacios J., Bravo P. (2003).
TITLE OF THE BOOK: II International Workshop on Practical Applications of
Agents and Multiagent Systems (IWPAAMS'2003).
DATE AND PLACE: octubre 2003, Valladolid.
EDITORIAL: Carlos Alonso (Eds.). Universidad de Valladolid. I.S.B.N.: 84-6884720-8.
TITLE:
Constructing Deliberative Agents Using K-SIM Case-Based Reasoning
Systems.
AUTHORS: Corchado J., Corchado E., Glez-Bedia M., de Luis A., Castillo L. (2003).
TITLE OF THE BOOK: Taller: Agentes Inteligentes en el Tercer Milenio, X
CAEPIA-V TTIA'2003.
DATE AND PLACE: noviembre, 2003, San Sebastián.
EDITORIAL: Antonio Moreno (Eds.). Pag: 1-9.
TITLE: CBR Systems: a Methodology for Solving Dynamic Problems.
AUTHORS: Corchado E., Corchado J., Aiken J. (2003).
TITLE OF THE BOOK: Taller: Aplicaciones de la Inteligencia Artificial en la
Ingeniería, X CAEPIA-V TTIA'2003.
DATE AND PLACE: noviembre, 2003, San Sebastián.
EDITORIAL: José Manuel Molina y Jesús García Herrero (Eds.).
TITLE: Kernel-SIM Preprocessing in a Variational Calculus Based Planning Strategy.
AUTHORS: Corchado E. S., Corchado J., Fyfe C. (2003).
TITLE OF THE BOOK: Taller: Planificación, Scheduling y Razonamiento Temporal,
X CAEPIA-V TTIA'2003.
DATE AND PLACE: noviembre, 2003, San Sebastián.
EDITORIAL: Castillo Luis y Salido Miguel A. (Eds.) Pag: 39-47.
2004
TITLE: Analysis of the Proceedings of Knowledge Management by an Unsupervised
Model.
AUTHORS: Sáiz L., Lara A., Corchado E. y Manzanedo M.A.
TITLE OF THE BOOK: International Conference On Modelling & Simulation
(ICMS’04). Decision & Simulation in Engineering and Management Science.
DATE AND PLACE: 22-24 September 2004 Valladolid, Spain.
EDITORIAL: Edt. Angel M. Gento y Alfonso Redondo. I.S.B.N.:84-688-7867-7.
TITLE: A Connectionist Knowledge Management Model.
AUTHORS: Baruque B., Herrero A., Corchado E., Fyfe C.,
Sáiz L, Lara A.
TITLE OF THE BOOK: III International Workshop on Practical Applications of
Agents and Multiagent Systems (IWPAMS'2004).
DATE AND PLACE: octubre 2004, Burgos.
EDITORIAL: Vicent Botti y Emilio Corchado (Eds.). Universidad de Burgos. ISBN:
84-96394-07-7.
2005
TITLE: Intrusion Detection System Based on a Cooperative Topology Preserving
Method
AUTHORS: Corchado E., Herrero A., Baruque B., Saiz J. M. TITLE OF THE
BOOK: 7th Internacional Conference on Adaptive and Natural Computing
Algorithms; ICANNGA 2005
DATE AND PLACE: 21-13 Marzo 2005, Portugal.
EDITORIAL: Springer Verlag
TITLE: A Cooperative Unsupervised Connectionist Model To Identify The Optimal
Conditions Of A Pneumatic Drill.
AUTHORS: Corchado E.,
Curiel L., Bravo P.
TITLE OF THE BOOK: WSTST’05, The Fourth IEEE international workshop on
Soft Computing as Transdisciplinary Science and Technology
DATE AND PLACE: mayo 25-27; 2005, Muroran, Japan.
EDITORIAL: Springer Verlag
TITLE: A cooperative connectionist IDS model to identify independent anomalous
SNMP situations
AUTHORS: Emilio Corchado, Álvaro Herrero, José Manuel Sáiz
TITLE OF THE BOOK: ACTAS DEL III TALLER DE MINERÍA DE DATOS Y
APRENDIZAJE (TAMIDA’2005); I CONGRESO ESPAÑOL DE
INFORMÁTICA (CEDI’2005)
DATE AND PLACE: septiembre 2005, Granada-España
EDITORIAL: Editorial Thomson ISBN 84-9732-449-8
Eds: Roberto Ruiz, José C. Riquelme, Jesús S. Aguilar-Ruiz
TITLE: An Application of an Unsupervised Projection Cooperative Model to the
Detection of the Best Drilling Conditions
AUTHORS: Corchado E., Curiel L., Bravo P.
TITLE OF THE BOOK: I SIMPOSIO DE INTELIGENCIA COMPUTACIONAL; I
CONGRESO ESPAÑOL DE INFORMÁTICA (CEDI’2005
DATE AND PLACE: septiembre 2005, Granada-España
EDITORIAL: Thomson
TITLE: A Proposal: Distributed Agent-Based IDS to Detect Anomalous SNMP
Situations Using Unsupervised Learning
AUTHORS: Álvaro Herrero, Emilio Corchado, José Manuel Sáiz, Leticia Curiel
TITLE OF THE BOOK: IWPAAMS´2005
DATE AND PLACE: 20- 21 de octubre de 2005. León, España
EDITORIAL:
TITLE: Collaborative Agents for Drilling Optimisation Tasks Using an Unsupervised
Connectionist Model
AUTHORS: Leticia Curiel, Emilio Corchado, Pedro Bravo, Álvaro Herrero
TITLE OF THE BOOK: IWPAAMS´2005
DATE AND PLACE: 20- 21 de octubre de 2005. León, España
EDITORIAL:
TITLE: A Feature Selection Agent-based IDs
AUTHORS: Emilio Corchado, Alvaro Herrero, José Manuel Sáiz
TITLE OF THE BOOK:
NiSIS 2005, 1st European Symposium on Nature-inspired Smart
Information Systems
DATE AND PLACE: October 3-5, 2005 in Portugal (Algarve)
EDITORIAL:http://www.nisis.risktechnologies.com/(ro5f1i45mc3jlgqlsxs2s0fa)/msc/PortugalProgrammDraft.aspx
IDENTIFICATION OF THE OPTIMAL CONDITIONS OF A PNEUMATIC
DRILL
Javier Sedano , José Ramón Villar , Emilio Corchado , Leticia
Curiel , Pedro Bravo
/Proceedings of the International Conference on Computational and
Mathematical Methods in Science and Engineering, CMMSE2008 13-17 June
2008./
Conventional Methods and AI models for Solving an Industrial Problem
Andrés Bustillo , Javier Sedano , José Ramón Villar , Leticia
Curiel , Emilio Corchado
European Modelling Symposium, EMS2008, Liverpool 8 – 10 September 2008
published by the IEEE
Papers in Workshops.
2001
TITLE: The Use of The Rectified Gaussian Distribution for Spatiotemporal Filters
Generation.
AUTHORS: Corchado E., Charles D., Fyfe C., Alonso L. (2001).
TITLE OF THE BOOK: III Taller Airene-Aplicaciones e Implementaciones de Redes
Neuronales en Reconocimiento de Patrones.
DATE AND PLACE: 28-29 Mayo, 2001. Braga, Portugal.
EDITORIAL: Pag: 89-94.
OTHER ISSUES ABOUT RESEARCH.
TITLE: 3rd International Workshop on Practical Applications of Agents and Multiagent
Systems.
EDITORES: Botti V. and Corchado E.
DATE: 2004.
EDITORIAL: Servicio de Publicaciones Universidad de Burgos. ISBN: 84-96394-077.