4. HIS 2004: Kitakyushu, Japan

Plenary Abstracts

• Una-May O'Reilly:
  Emergent Design: Opportunities for Hybridizing Agent-Based and Evolutionary Computation. 2
  
• Nikola Kasabov:
  Discovering Rules of Adaptation and Interaction: From Molecules and Gene Interaction to Brain Functions. 3
  
• Witold Pedrycz:
  Granular Modeling: The Synergy of Granular Computing and Fuzzy Logic. 4
  
• Sung-Bae Cho:
  Hybrid Intelligent Techniques for Intelligent Personal Assistant in Digital Convergence. 5
  
• Toshio Fukuda:
  Intelligent Robotic Systems: Safety, Security, Health, and Dependability. 6
  

Machine Learning and Heuristics

• Catarina Silva, Bernardete Ribeiro:
  Margin-Based Active Learning and Background Knowledge in Text Mining. 8-13
  
• Yifeng Zeng, Kim-Leng Poh:
  Block Learning Bayesian Network Structure from Data. 14-19
  
• Shahram Jafari, Ray Jarvis:
  Robotic Hand-Eye Coordination: From Observation to Manipulation. 20-25
  
• Joarder Kamruzzaman, Rezaul K. Begg:
  An Intelligent Model for Reconstruction of Stance Time from Faulty Gait Recording. 26-31
  
• Daren Ler, Irena Koprinska, Sanjay Chawla:
  Comparisons between Heuristics Based on Correlativity and Efficiency for Landmarker Generation. 32-37
  
• Senthil Kumar Lakshmanan, Andreas König:
  Reconfigurable Amplifier Circuits for Adaptive Sensor Systems Employing Bio - Inspiration. 38-43
  
• Chih-Chin Lai, Ming-Chi Tsai:
  An Empirical Performance Comparison of Machine Learning Methods for Spam E-Mail Categorization. 44-48
  
• Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
  Support Vector Machine and Generalized Regression Neural Network Based Classification Fusion Models for Cancer Diagnosis. 49-54
  
• Philippe Bouché, Marc Le Goc:
  Discovering Operational Signatures with Time Constraints from a Discrete Event Sequence. 55-60
  
• Laurent Jeanpierre, François Charpillet:
  Learning Diagnosis Profiles through Semi-Supervised Gradient Descent of Hidden Markov Models. 61-66
  

Knowledge Processing and Management

• Nicola Fanizzi, Stefano Ferilli, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro:
  Downward Refinement in the ALN Description Logic. 68-73
  
• Ickjai Lee:
  Hybrid Soft Categorization in Conceptual Spaces. 74-79
  
• Zhaohao Sun, Gavin R. Finnie:
  Experience Based Reasoning for Recognising Fraud and Deception. 80-85
  
• Son Doan, Susumu Horiguchi:
  An Efficient Feature Selection Using Multi-Criteria in Text Categorization. 86-91
  
• Shih-Yang Chiao, Costas S. Xydeas:
  Behavior Modeling Using a Hierarchical HMM Approach. 92-97
  
• Shu-Ching Kuo, Sheng-Tun Li, Yi-Chung Cheng, Men-Hsieu Ho:
  Knowledge Discovery with SOM Networks in Financial Investment Strategy. 98-103
  
• David Al-Dabass, David J. Evans, Manling Ren:
  A New Hybrid Methodology for Intelligent Chinese Character Recognition. 104-109
  
• S. Ghanbari, Mohammad Reza Meybodi, Kambiz Badie:
  A Case-Based Recommender for Task Assignment in Heterogeneous Computing Systems. 110-115
  

Agent Systems, Design, and Architectures

• Longbing Cao, Chengqi Zhang, Dan Luo, Wanli Chen, Neda Zamani:
  Integrative Early Requirements Analysis for Agent-Based Systems. 118-123
  
• Prasanna Lokuge, Damminda Alahakoon:
  A Motivation Based Behavior in Hybrid Intelligent Agents for Intention Reconsideration Process in Vessel Berthing Applications. 124-129
  
• Karla Figueiredo, Marley B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Flávio Joaquim de Souza:
  Reinforcement Learning Hierarchical Neuro-Fuzzy Politree Model for Control of Autonomous Agents. 130-135
  
• Joselíto J. Chua, Asha Rao:
  An Image-Guided Heuristic for Planning an Exhaustive Enumeration. 136-141
  
• Leelani Kumari Wickramasinghe, L. Damminda Alahakoon:
  A Novel Adaptive Decision Making Agent Architecture Inspired by Human Behavior and Brain Study Models. 142-147
  
• Wenyu Qu, Hong Shen:
  Mobile Agent-Based Execution Modelling. 148-153
  
• Eyob Teweldemedhin, Tshilidzi Marwala, Conrad Mueller:
  Agent-Based Modelling: A Case Study in HIV Epidemic. 154-159
  
• Ramin Halavati, Saeed Bagheri Shouraki, Saman Harati Zadeh, Pujan Ziaie, Caro Lucas:
  Zamin, an Agent Based Artificial Life Model. 160-165
  
• Derek Messie, Jae C. Oh:
  Cooperative Game Theory within Multi-Agent Systems for Systems Scheduling. 166-171
  
• Jae C. Oh, Nathaniel Gemelli, Robert Wright:
  A Rationality-Based Modeling for Coalition Support. 172-177
  

Soft Computing Systems

• Pablo Alberto Dalbem de Castro, Daniel Monegatto Santoro, Heloisa de Arruda Camargo, Maria do Carmo Nicoletti:
  Improving a Pittsburgh Leant Fuzzy Rule Base using Feature Subset Selection. 180-185
  
• Pitoyo Hartono, Shuji Hashimoto:
  Ensemble of Linear Perceptrons with Confidence Level Output. 186-191
  
• Thanupol Lerdlamnaochai, Boonserm Kijsirikul:
  First-Order Logical Neural Networks. 192-197
  
• R. P. Jagadeesh Chandra Bose, G. Nagaraja:
  Performance Studies on KBANN. 198-203
  
• Mostafa Al Mamun, Ken Nagasaka:
  Artificial Neural Networks Applied to Long-Term Electricity Demand Forecasting. 204-209
  
• Serge Hayward:
  Evolutionary Artificial Neural Network Optimisation in Financial Engineering. 210-215
  
• Rasika Amarasiri, L. Damminda Alahakoon, Kate A. Smith:
  HDGSOM: A Modified Growing Self-Organizing Map for High Dimensional Data Clustering. 216-221
  
• Gancho Vachkov:
  Growing Model Algorithm for Process Identification Based on Neural-Gas Learning and Local Linear Mapping. 222-227
  

Web Intelligence and Data Mining

• Wataru Sunayama, Akiko Nagata, Masahiko Yachida:
  Image Clustering System on WWW using Web Texts. 230-235
  
• Chih-Hung Wu, Chian-Huei Wun, Hung-Ju Chou:
  Using Association Rules for Completing Missing Data. 236-241
  
• Chenn-Jung Huang, Ming-Chou Liu, San-Shine Chu, Chih-Lun Cheng:
  Application of Machine Learning Techniques to Web-Based Intelligent Learning Diagnosis System. 242-247
  
• Chenn-Jung Huang, Chih-Lun Cheng:
  Application of Support Vector Machines to Admission Control for Proportional Differentiated Services Enabled Internet Servers. 248-253
  
• Incheon Paik, Shinjirou Takami, Yuu Watanabe:
  Intelligent Agent to Support Design in Supply Chain Based on Semantic Web Services. 254-259
  
• Kuncup Iswandy, Andreas König:
  Improvement of Non-Linear Mapping Computation for Dimensionality Reduction in Data Visualization and Classification. 260-265
  
• T. Ravindra Babu, M. Narasimha Murty, Vijay K. Agrawal:
  Hybrid Learning Scheme for Data Mining Applications. 266-271
  

Bioinformatics

• Muhammad Shoaib B. Sehgal, Iqbal Gondal, Laurence Dooley:
  K-Ranked Covariance Based Missing Values Estimation for Microarray Data Classification. 274-279
  
• Anantaporn Srisawat, Boonserm Kijsirikul:
  Using Associative Classification for Predicting HIV-1 Drug Resistance. 280-284
  
• Tamjidul Hoque, Madhu Chetty, Laurence Dooley:
  An Efficient Algorithm for Computing the Fitness Function of a Hydrophobic-Hydrophilic Model. 285-290
  
• Tamjidul Hoque, Madhu Chetty, Laurence Dooley:
  Partially Computed Fitness Function Based Genetic Algorithm for Hydrophobic-Hydrophilic Model. 291-296
  
• Shing H. Doong, Chi Y. Yeh:
  Secondary Structure Prediction Using SVM and Clustering. 297-302
  

Features, Classification, and Clustering

• Kyungmi Lee, Vladimir Estivill-Castro:
  Classification Ensembles for Shaft Test Data: Empirical Evaluation. 304-309
  
• Reza Rastegar, A. R. Arasteh, Arash Hariri, Mohammad Reza Meybodi:
  A Fuzzy Clustering Algorithm using Cellular Learning Automata based Evolutionary Algorithm. 310-314
  
• Mansoor Raza, Iqbal Gondal, David G. Green, Ross L. Coppel:
  Feature Selection and Classification of Gene Expression Profile in Hereditary Breast Cancer. 315-320
  
• Alejandro Bassi, Juan D. Velásquez, Hiroshi Yasuda:
  Fuzzy Clustering with a Regularized Autoassociative Neural Network. 321-325
  
• T. Ravindra Babu, M. Narasimha Murty, Vijay K. Agrawal:
  Adaptive Boosting with Leader based Learners for Classification of Large Handwritten Data. 326-331
  

Image and Signal Processing

• Anarta Ghosh, Nicolai Petkov:
  GAP Test: A Cognitive Evaluation Procedure for Shape Descriptors. 334-339
  
• Ramin Halavati, Saeed Bagheri Shouraki, Mahsa Eshraghi, Milad Alemzadeh, Pujan Ziaie:
  A Novel Fuzzy Approach to Speech Recognition. 340-345
  
• Kei Ohnishi, Kaori Yoshida:
  A Constructive Approach to Creating A Method for Generating Images. 346-351
  
• Eiji Uchino, Noriaki Suetake, Morihiko Sakano:
  A New Blind Deconvolution Algorithm Based on a Gradient Method with Phase Spectral Constraints. 352-357
  
• Akira Asano, Koji Hotta, Takao Hinamoto, Chie Muraki Asano, Megu Ohtaki, Mitsuji Muneyasu:
  An Experimental Study of the Hybridization of Logistic Discriminant Analysis and Multilayer Neural Network for Image Identification. 358-363
  

Anticipatory Processing

• Patrícia Maforte dos Santos, Teresa Bernarda Ludermir, Ricardo Bastos Cavalcante Prudêncio:
  Selection of Time Series Forecasting Models based on Performance Information. 366-371
  
• Sohail Asghar, Damminda Alahakoon, Leonid Churilov:
  A Hybrid Decision Support System Model for Disaster Management. 372-377
  
• Jianyun Xu, Andrew H. Sung, Patrick Chavez, Srinivas Mukkamala:
  Polymorphic Malicious Executable Scanner by API Sequence Analysis. 378-383
  
• Patrick Defibaugh-Chavez, Srinivas Mukkamala, Andrew H. Sung:
  Website Visitor Classification Using Machine Learning. 384-389
  
• Dan W. Taylor, David W. Corne:
  Innate and Acquired Immunity in Real Time Systems. 390-395
  

Optimization

• Tai-Wen Yue, Mei-Ching Chen:
  Q'tron Neural Networks for Constraint Satisfaction. 398-403
  
• Hisao Ishibuchi, Kaname Narukawa:
  Comparison of Local Search Implementation Schemes in Hybrid Evolutionary Multiobjective Optimization Algorithms. 404-409
  
• Guilherme Bastos Alvarenga, Geraldo Robson Mateus:
  Hierarchical Tournament Selection Genetic Algorithm for the Vehicle Routing Problem with Time Windows. 410-415
  
• Imen Boudali, Wajdi Fki, Khaled Ghédira:
  How to Deal with the VRPTW by using Multi-Agent Coalitions. 416-421
  
• Jesús Fabián López Pérez:
  A Hybrid Approach for a Constrained Routing Problem. 422-427
  
• Guilherme Bastos Alvarenga, Geraldo Robson Mateus:
  A Two-Phase Genetic and Set Partitioning Approach for the Vehicle Routing Problem with Time Windows. 428-433
  
• Laetitia Vermeulen-Jourdan, David Corne, Dragan A. Savic, Godfrey A. Walters:
  Hybridising Rule Induction and Multi-Objective Evolutionary Search for Optimising Water Distribution Systems. 434-439
  

Poster Papers

• Eun-Mi Kim, Seong-Mi Park, Kwang-Hee Kim, Bae-Ho Lee:
  An Effective Machine Learning Algorithm using Momentum Scheduling. 442-443
  
• Dong Hwa Kim, Jae Hoon Cho:
  Design of Robust PID Controller With Disturbance Rejection For Motor Using Immune Algorithm. 444-449
  
• Dong Hwa Kim, Jae Hoon Jo, Hwan Lee:
  Robust Power Plant Control Using Clonal Selection of Immune Algorithm Based Multiobjective. 450-455
  
• Yukio Ishihara, Satoru Morita:
  Realizing Small Involuntary Movements in Reading English. 456-459
  
• Yuan Yan Chen, Joseph J. Chen:
  Neural Networks and Belief Logic. 460-461
  
• Baowen Wang, Xia Li, Wenyuan Liu, Yan Shi:
  A New Sparse Rule-Based Fuzzy Reasoning Method. 462-467
  
• Raghav Aras, Alain Dutech, François Charpillet:
  Stigmergy in Multi Agent Reinforcement Learning. 468-469
  
• Silviu Ionita, Emil Sofron:
  Field-Programmable Analog Filters Array with Applications for Fuzzy Inference Systems. 470-471
  
• Zhaohao Sun:
  A Waterfall Model for Knowledge Management and Experience Management. 472-475
  
• Madhu Goyal:
  An Attitude Based Cooperative Negotiation Model. 476-477
  
• Kazuumi Tashiro, Noriaki Suetake, Eiji Uchino:
  Investigation on the Threshold Setting of Intracellular Calcium Ion Concentration in Hippocampal CA3 Network Model for Synaptic Plasticity. 478-479
  
• Abhinav Sarje, Amit Chawre, Shivashankar B. Nair:
  Reinforcement Learning of Player Agents in RoboCup Soccer Simulation. 480-481
  
• Tomoko Tateyama, Zensho Nakao, Xiang-Yan Zeng, Yen-Wei Chen:
  Segmentation of High Resolution Satellite Images by Direction and Morphological Filters. 482-487