Download 15th IEEE International Conference on Cognitive Informatics and

15th IEEE International Conference on
Cognitive Informatics and Cognitive Computing
Stanford University
Li Ka Shing Center, Stanford, Palo Alto, CA 94305, USA
Monday, August 22, 2016
08:30 - 09:00
09:00 - 09:30
Registration
LK120, Li Ka Shing Center
Welcome
Co-chairs (LK120)
09:30 - 10:10
Keynote 1
A Key Issue of Semantics of Information
Prof. Lotfi A. Zadeh, University of California, Berkeley, USA
Chair: Bernard Widrow
10:10 - 10:30
Coffee Break
LK120
10:30 - 11:30, Parallel Sessions, LKS Center
Session A: LK120
Session B: LK203/204
A1 Cognitive Informatics
B1 Big Data and Machine Learning
Chair: Newton Howard
Chair: George Baciu
Formal Description of a Supervised Learning Algorithm for Concept Cognitive Visual Analytics of Multi-Dimensional Cloud System
Elicitation by Cognitive Robots (102)
Monitoring Data (43)
Yingxu Wang, Omar A. Zatarain, and Mehrdad Valipour
George Baciu, Yunzhe Wang, and Li Chenhui
An Information Theoretic Criterion for Adaptive Multiobjective
A Feature Selection Framework Based on Supervised Data
Memetic Optimization (106)
Clustering (84)
Hieu V. Dang and Witold Kinsner
Hongzhi Liu, Bin Fu, Zhengshen Jiang, Zhonghai Wu and
D. Frank Hsu
Logical Consensuses for Case-Based Reasoning and for Mathematyical Robotic Implementation of Classical and Operant Conditioniug
Engineering (163)
within a Single SNN Architecture (45)
Eric Gregoire, Jean-Marie Lagniez, and Du Zhang
Etienne Dumesnil, Philippe-Olivier Beaulieu and
Mounir Boukadoum
Visualization of Brain Activation during the Performance of Enhancing Supervisory Training Signals with Environmental
Attention-Demanding Tasks (183)
Reinforcement Learning using Adaptive Dynamic Programming and
S. Muthumeenakshi, B. Geethanjali, N.P.G. Seshadri, V. Bhavana, and
Artificial Neural Networks (96)
R. Vijayalakshmi
Niklas Melton and Donald C. Wunsch
11:35 - 12:35, Parallel Sessions, LKS Center
Session A: LK120
Session B: LK203/204
A2 Cognitive Computing
B2 Cognitive Systems (III)
Chair: Witold Kinsner
Chair: Du Zhang
Dimensional Music Emotion Recognition by Valence-Arousal Detecting Preferences Based on Eye Movement using Combinatorial
Regression (204)
Fusion (201)
Junjie Bai, Jun Peng, Jinliang Shi, Dedong Tang, Ying Wu, Jianqing Li, Christina Schweikert, Shinsuke Shimojo, and D Frank Hsu
and Kan Luo
Fractal Based Adaptive Boosting Algorithm for Cognitive Detection of “Errare Humanum Est”: Simulation of Communication Error among
Computer Malware (47)
a Virtual Team in Crisis Situation (34)
Muhammad S. Khan, Sana Siddiqui, Robert D. McLeod, Ken Ferens, Lauriane Huguet, Nicolas Sabouret, and Domitile Lourdeaux
and Witold Kinsner
Quantum Cognitive Computation by CICT (46)
METATHINK: A MOF-based Metacognitive Modeling Tool (28)
Rodolfo A. Fiorini
Manuel F. Caro, Dair A. Diaz, Darsana P. Josyula, and
Jovani A. Jimenez
1
Autonomous Robot Controller using Bitwise Gibbs Sampling (93)
Rémi Canillas, Raphaël Laurent, Marvin Faix, Dominique Vaufreydaz,
and Emmanuel Mazer
Lung Cancer Detection using Local Energy-based Shape Histogram
(LESH) Feature Extraction and Cognitive Machine Learning
Techniques (193)
Summrina K.Wajid, Amir Hussain, Kaizhu Huang, and
Wadii B. Kaizhu
12:35 - 14:00
Lunch
LK120
14:00 - 14:40
Keynote 2
Hebbian Learning and the LMS Algorithm
Prof. Bernard Widrow, Stanford University, USA
Chair: Newton Howard (LK120)
14:45 - 16:15, Parallel Sessions, LKS Center
A3 Cognitive Machine Learning
B3 Cognitive Vehicles and Self-Driving
Chair: Duane Shell
Chair: Fumio Mizoguchi
Modeling Chunking Effects on Learning and Performance using the Meta-Cognition for Inferring Car Drivers Cognitive Behavior from
Computational-Unified Learning Model (C-ULM): A Multiagent Driving Recorder Data (105)
Cognitive Process Model (88)
Fumio Mizoguchi and Hirotoshi Iwasaki
Duane F. Shell, Leen-Kiat Soh, and Vlad Chiriacescu
Experiments on the Supervised Learning Algorithm for Formal Concept Light-adaptive Face Registration Based on Drivers’ Video (50)
Elicitation by Cognitive Robots (189)
Zuojin Li, Jun Peng, Liukui Chen, Sreenivas S. Tirumala
Omar A. Zatarain and Yingxu Wang
Algorithms for Determining Semantic Relations of Formal Concepts by
Considering Eye Movement Type when Applying Random Forest to
Cognitive Machine Learning based on Concept Algebra (190)
Detect Cognitive Distraction (95)
Mehrdad Valipour, Yingxu Wang, Orma A. Zatarain, Marina L.
Hiroaki Koma, Taku Harada, Akira Yoshizawa and Hirotoshi Iwasaki
Gavrilova, and Svetlana Yanushkevich
Image-to-Image Face Recognition using Dual Linear Regression Based
Development of a Cognitive Vehicle System for Simulation of
Classification and Electoral College Voting (164)
Driving Behavior (31)
Yuan Wang and Liang Chen
Marvin T. Chan, Christine Chan, and Craig Gelowitz
Design and Implementation of User-oriented Video Streaming Service
Techniques for Cognition of Driving Context for Safe Driving
based on Machine Learning (176)
Application (35)
Makoto Oide, Akiko Takahashi, Toru Abe and Takuo Suganuma
Giacomo Brioschi, Marco Colombetti, Manolo D. Hina, Assia
Soukane, and Amar Ramdane-Cherif
Deep Learning and Derp Thinking: New Application Framework by
Machine-Learning Approach to Analysis of Driving Simulation Data
CICT (177)
Akira Yoshizawa, Hiroyuki Nishiyama, Hirotoshi Iwasaki, and Fumio
Rodolfo A. Fiorini
Mizoguchi (170)
16:15 – 16:30
Coffee Break
LK120
16:30 – 18:00
A4 Cognitive System (I)
B4 Computational Intelligence and Engineering
Chair: Shushma Patel
Chair: Jun Peng
Identifying Users and Activities with Cognitive Signal Processing from a Terrorism Risk Assessment using Hierarchical Bidirectional Fuzzy
Wearable Headband (29)
Rule Interpolation (82)
Glavin Wiechert, Matt Triff, Zhixing Liu, Zhicheng Yin, Shuai Zhao,
Shangzhu Jin, Jike Ge, and Jun Peng
Ziyun Zhong, Runxing Zhaou, and Pawan Lingras
Disaster-Aware Smart Routing Scheme based on Symbiotic Computing Control System of Powered Wheelchairs Based on Tongue Motion
for Highly-available Information Storage Systems (179)
Detection (41)
Satoru Izumi, Asato Edo, Toru Abe, and Takuo Suganuma
Lu Liao, Ying Wu, Yi Xiang, Junjie Bai, Xiaoyun Zhang, Minghua Du,
Xinping Yan, Jingliang Shi, Rusen Yanf, and Kory Jenkins
Zero-Crossing Analysis of Lévy Walks for Real-Time Feature Soft Sensing of the Burning through Point in Iron-making Process
Extraction: Composite Signal Analysis for Strengthening the IoT Against (85)
DDoS Attacks (186)
Jingliang Shi, Ying Wu, Lu Liao, Xinping Yan, Jiankui Zeng, and
Jesus D.T. Gonzalez and Witold Kinsner
Rusen Yang
Performance of Licklider Transmission Protocol (LTP) in LEO-Satellite Ensemble Cuckoo Search Biclustering of the Gene* Expression Data
Communications with Link Disruptions (108)
(168)
Ding Wang
Lu Yin and Yongguo Liu
Persuasive Communication from a Military Force to Local Civilians: a Communication Channel Analysis and Simulation of Medical
PsyOps System based on the Elaboration Likelihood Model (100)
Implanted Electronic Devices based on the Volume Conduction (173)
Jean-Yves Bergier and Colette Faucher
Lixiao Feng, Jun Peng, Guorong Chen, Chengyuan Chen, and
Dedong Tang
2
An Action Guided Constraint Satisfaction Technique for Planning
Problem (178)
Xiao Jiang, Pingyuan Cui, Rui Wu, Ai Gao, and Shengying Zhu
18:30 - 21:00
Banquet and Awards
(LK120, LKS Center)
Tuesday, August 23, 2016
08:30 - 09:00
09:00 - 9:40
Registration
LK120, Li Ka Shing Center
Keynote 3
Learnings and Innovations in Speech Recognition
Dr. Francoise Beaufays, Google, USA
Chair: Yingxu Wang
09:45 - 11:00, Parallel Sessions, LKS Center
Session A: LK120
Session B: LK203/204
A5 Brain Informatics
B5 Brain-Inspired Systems
Chair: Shushma Patel
Chair: Kaizhong Zhang
Simplification and Visualization of Brain Network Extracted from fMRI Using the 5th Dimensions of Human Visual Perception to Inspire
Data using CEREBRA (98)
Automated Edge and Texture Segmentation: A Fuzzy Spatial-taxon
Baris Nasir and Fatos T. Yarman Vural
Approach (192)
Lauren Barghout
Qualitative Analysis of Pre-performance Routines in Throwing using Towards Scalable Computational Models of Emotions for
Simple Brain-wave Sensor (3)
Autonomous Agents (81)
Hironori Hiraishi
Xavier Gonzalez and Luis-Felipe Rodríguez
A Geometrical and Logical Unification of Mind, Light and Matter (165)
A User Authentication Protocol Combined with Trust Model and
Wen-Ran Zhang
ECC for Wireless Sensor Networks (49)
Tao Liu, Gan Huang, and Zheng Xu
A Sparse Temporal Mesh Model for Brain Decoding (37)
Utilizing Finger Movement Data to Cluster Patients with Everyday
Arman Afrasiyabi, Itir Onal and Fatos T. Yarman Vural
Action Impairment (104)
Niken P Martono, Takehiko Yamaguchi and Hayato Ohwada
Sentiment User Profile Analysis based on Forgetting Curve in Mobile
Environments (103)
Sang-Min Park, Doo-Kwon Baik, and Young-Gab Kim
11:00 - 11:15
Coffee Break
LK120
11:15 - 12:30, Parallel Sessions, LKS Center
A6 Cognitive Systems (II)
B6 Neural Networks and Machine Learning
Chair: Dilip Patel
Chair: Shusaku Tsumoto
An Efficient Reduction Algorithm based on Natural Neighbor and Feature Extraction of Video using Deep Neural Network (94)
Nearest Enemy (27)
Yosihiro Hayakawa, Takanori Oonuma, Hideyuki Kobayashi, Akiko
Lijun Yang, Qingsheng Zhu, Jinlong Huang, and Dongdong Cheng
Takahashi, Shinji Chiba, and Naomi Fujiki
A Weighted Hybrid Model for Unsteady Nonlinear Aerodynamics (91)
A Copula Based Method for Fish Species Classification (40)
Boxu Zhao, Guiming Luo, and Jihong Zhu
Raj S. Dhawal and Liang Chen
Extracting Time-oriented Relationships of Nutrients to Losing Body Fat Development and Application of an Algorithm for Extracting
Mass using Inductive Logic Programming (90)
Multiple Linear Regression Equations from Artificial Neural
Sho Ushikubo, Katsutoshi Kanamori and Hayato Ohwada
Networks for Nonlinear Regression Problems (71)
Veronica Chan and Christine W. Chan
Dynamic Generation of Dilemmas in Virtual Learning Environments for Improving Pattern Classification by Nonlinearly Combined
Classifiers (30)
Non-technical Skills Training (39)
Mohammed F. Hassan and Ikhlas Abdel-Qader
Azzeddine Benabbou,Domitile Lourdeaux, and Dominique Lenne
Stakeholders Strategies’ in Common Pool Resources (171)
A New Multifunctional Neural Network with High Performance and
Aurélie Gaudieux, Joël Kwan, Véronique Sébastien, and Rémy Courdier
Low Energy Consumption (101)
Luna M. Zhang
12:30 - 13:40
Lunch
LK120
3
13:40 - 14:20
Keynote 4
Deep Reasoning and Thinking beyond Deep Learning
by Cognitive Robots and Brain-Inspired Systems
Prof. Yingxu Wang, Univ. of Calgary, Canada
Chair: Newton Howard (LK120)
14:25 - 15:40, Parallel Sessions, LKS Center
A7 Big Data and Deep Knowledge
B7 Cognitive Semantics and Linguistics
Chair: Christine Chan
Chair: Victor Raskin
Semantic Computing of Simplicity in Attributed Generalized Trees (36)
Modelling and Designing Multilingual Cognitive Systems for
Mahsa Kiani, Virendrakumar C. Bhavsar, and Harold Boley
Collaborative Research: A Progress Report (24)
Gerhard Budin
On Cognitive Foundations of Big Data Science and Engineering (80)
Logic of Natural Language: Through the Eyes of Ontological
Yingxu Wang
Semantics (191)
Julia Taylor Rayz and Victor Raskin
A Geometric Dynamic Temporal Reasoning Method with Tags (172)
Construction of Linguistic Variables based on Rule Induction and
Rui Xu, Zhaoyu Li, Pingyuan Cui, Shengying Zhu and Ai Gao
Concept Hierarchy (194)
Shusaku Tsumoto and Shoji Hirano
Active Mining Process for Software Quality Estimation (167)
A Novel Method for Document Summarization using Word2Vec (87)
Shusaku Tsumoto and Shoji Hirano
Zhibo Wang, Long Ma, and Yanqing Zhang
Ranking Preferences Deduction Based on Semantic Similarity for the
Knowledge-Oriented Society: The Problem of Surviving the
Permanently Uncertain Future and the Requirement of Permanence (185) Stable Marriage Problem (169)
Hugh Ching
Michael Guedj
15:45 - 16:45, Parallel Sessions, LKS Center
A8 Computational Intelligence
B8 Bioinformatics
Chair: Gerhard Budin
Chair: Marina Gavrilova
Similarity Metric Induced Metrics with Application in Machine Learning Soft Biometric: Give me your Favorite Images and I will Tell your
and Bioinformatics (187)
Gender (44)
Kaizhon Zhang
Samiul Azam and Marina Gavrilova
The Hybrid Intelligence Swam Algorithm for Berth-quay Cranes and Finding a Disease-Related Gene from Microarray Data using
Trucks Scheduling Optimization Problem (205)
Random Forest (89)
Yi Liu and Tieqiao Liu
Kazutaka Nishiwaki, Katsutoshi Kanamori, and Hayato Ohwada
Deductive Reasoning and Computing Based on Propositional Logic (83) Segmentation of Nuclei in Digital Pathology Images (202)
Guiming Luo and Chongyuan Yin
Peifang Guo, Alan Evans, Prabir Bhattacharya
Cooperative Compounded Particle Swarm Optimization and Application Bio-Inspired Cognitive Model for Sustained Attention (181)
(33)
Luis Martin, Gustavo Torres, and Gabriela López-Tolsa
Hongbo Wang, Kezhen Wang, Yanze Xue and Xuyan Tu
16:45 - 17:00
Coffee Break
LK120
17:00 - 17:50
Plenary Panel
(LK120)
Perspectives on Cognitive Computing, Big Data Cognition, and Machine Learning
Chair: Yingxu Wang
Distinguished Panelists
Bernard Widrow, George Baciu, Virendra C. Bhavsar, Gerhard Budin, Christine Chan, Liang Chen, Rodolfo A. Fiorini, Marina Gavrilova, Newton Howard, D. Frank Hsu, Witold Kinsner, Guiming Luo, Fumio Mizoguchi, Dilip Patel, Shushma Patel, Victor Raskin, Duane Shell, Hongbo Wang, Sally Wood, Fabio Zanzotto, Du Zhang, and Kaizhong Zhang
17:50 - 18:00
Introduction to ICCI*CC’17, University of Oxford, UK
Prof. Newton Howard
(LK120)
4