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Hybrid Intelligent Systems, International Conference on (2004)
Kitakyushu, Japan
Dec. 5, 2004 to Dec. 8, 2004
ISBN: 0-7695-2291-2
TABLE OF CONTENTS
Machine Learning and Heuristics

Margin-Based Active Learning and Background Knowledge in Text Mining (Abstract)

Bernardete Ribeiro , Universidade de Coimbra, Portugal
Catarina Silva , Universidade de Coimbra, Portugal; Instituto Polit?cnico de Leiria, Portugal
pp. 8-13

Block Learning Bayesian Network Structure from Data (Abstract)

Kim-leng Poh , National University of Singapore, Kent Ridge
Yi-feng Zeng , National University of Singapore, Kent Ridge
pp. 14-19

Robotic Hand-Eye Coordination: From Observation to Manipulation (Abstract)

Shahram Jafari , Monash University, Australia
Ray Jarvis , Monash University, Australia
pp. 20-25

An Intelligent Model for Reconstruction of Stance Time from Faulty Gait Recording (Abstract)

R. Begg , CARES, Victoria University, Australia
J. Kamruzzaman , GSCIT, Monash University, Australia
pp. 26-31

Comparisons between Heuristics Based on Correlativity and Efficiency for Landmarker Generation (Abstract)

Daren Ler , University of Sydney, Australia
Sanjay Chawla , University of Sydney, Australia
Irena Koprinska , University of Sydney, Australia
pp. 32-37

Reconfigurable Amplifier Circuits for Adaptive Sensor Systems Employing Bio - Inspiration (Abstract)

Senthil Kumar Lakshmanan , University of Kaiserslautern, Germany
Andreas K?nig , University of Kaiserslautern, Germany
pp. 38-43

An Empirical Performance Comparison of Machine Learning Methods for Spam E-Mail Categorization (Abstract)

Ming-Chi Tsai , Shu-Te University, Kaohsiung County, Taiwan
Chih-Chin Lai , National University of Tainan, Taiwan
pp. 44-48

Support Vector Machine and Generalized Regression Neural Network Based Classification Fusion Models for Cancer Diagnosis (Abstract)

Laurence Dooley , GSCIT, Monash University, Australia
Iqbal Gondal , GSCIT, Monash University, Australia
Muhammad Shoaib B. Sehgal , GSCIT, Monash University, Australia
pp. 49-54

Discovering Operational Signatures with Time Constraints from a Discrete Event Sequence (Abstract)

Marc Le Goc , Domaine Universitaire St J?rome, France
Philippe Bouch? , Domaine Universitaire St J?rome, France
pp. 55-60

Learning Diagnosis Profiles through Semi-Supervised Gradient Descent of Hidden Markov Models (Abstract)

Fran?ois Charpillet , INRIA Lorraine, LORIA, France
Laurent Jeanpierre , University Nancy 2, LORIA, France
pp. 61-66
Knowledge Processing and Management

Downward Refinement in the ALN Description Logic (Abstract)

Luigi Iannone , Universit? degli Studi di Bari, Italy
Nicola Fanizzi , Universit? degli Studi di Bari, Italy
Ignazio Palmisano , Universit? degli Studi di Bari, Italy
Giovanni Semeraro , Universit? degli Studi di Bari, Italy
Stefano Ferilli , Universit? degli Studi di Bari, Italy
pp. 68-73

Hybrid Soft Categorization in Conceptual Spaces (Abstract)

Ickjai Lee , James Cook University, Australia
pp. 74-79

Experience Based Reasoning for Recognising Fraud and Deception (Abstract)

Gavin Finnie , University of Wollongong, Australia
Zhaohao Sun , University of Wollongong, Australia
pp. 80-85

An Efficient Feature Selection Using Multi-Criteria in Text Categorization (Abstract)

Susumu Horiguchi , Tohoku University, Japan
Son Doan , Japan Advance Institute of Science and Technology, Japan
pp. 86-91

Behavior Modeling Using a Hierarchical HMM Approach (Abstract)

Shih-Yang Chiao , Lancaster University, United Kingdom
Costas S. Xydeas , Lancaster University, United Kingdom
pp. 92-97

Knowledge Discovery with SOM Networks in Financial Investment Strategy (Abstract)

Men-Hsieu Ho , National Chiayi University, Taiwan, R.O.C.
Yi-Chung Cheng , National Cheng Kung University, Taiwan, R.O.C.
Shu-Ching Kuo , Diwan College of Management, Taiwan, R.O.C.
Sheng-Tun Li , National Cheng Kung University, Taiwan, R.O.C.
pp. 98-103

A New Hybrid Methodology for Intelligent Chinese Character Recognition (Abstract)

David Al-Dabass , Nottingham Trent University, UK
David Evans , Nottingham Trent University, UK
Manling Ren , Xerox Limited Technical Centre, Welwyn Garden City, UK
pp. 104-109

A Case-Based Recommender for Task Assignment in Heterogeneous Computing Systems (Abstract)

S. Ghanbari , Amirkabir University, Tehran Iran
M. R. Meybodi , Amirkabir University, Tehran Iran
K. Badie , Iran Telecommunication Research Center, Tehran, Iran
pp. 110-115
Agent Systems, Design, and Architectures

Integrative Early Requirements Analysis for Agent-Based Systems (Abstract)

Longbing Cao , University of Technology, Sydney, Australia
Dan Luo , Ministry of Science and Technology, China
Neda Zamani , University of Wollongong, Australia
Wanli Chen , University of Technology, Sydney, Australia
Chengqi Zhang , University of Technology, Sydney, Australia
pp. 118-123

An Image-Guided Heuristic for Planning an Exhaustive Enumeration (Abstract)

Josel?to J. Chua , Monash University, Victoria, Australia
Asha Rao , RMIT University, Victoria, Australia
pp. 136-141

Mobile Agent-Based Execution Modelling (Abstract)

Hong Shen , Japan Advanced Institute of Science and Technology, Japan
Wenyu Qu , Japan Advanced Institute of Science and Technology, Japan
pp. 148-153

Agent-Based Modelling: A Case Study in HIV Epidemic (Abstract)

Conrad Mueller , University of the Witwatersrand, Johannesburg, South Africa
Eyob Teweldemedhin , University of the Witwatersrand, Johannesburg, South Africa
Tshilidzi Marwala , University of the Witwatersrand, Johannesburg, South Africa
pp. 154-159

Zamin, an Agent Based Artificial Life Model (Abstract)

Saeed B. Shouraki , Sharif University of Technology, Tehran, Iran
Pujan Ziaie , Sharif University of Technology, Tehran, Iran
Ramin Halavati , Sharif University of Technology, Tehran, Iran
Caro Lucas , Tehran University, Iran
Saman H. Zadeh , Sharif University of Technology, Tehran, Iran
pp. 160-165

Cooperative Game Theory within Multi-Agent Systems for Systems Scheduling (Abstract)

Derek Messie , Syracuse University, Syracuse, NY
Jae C. Oh , Syracuse University, Syracuse, NY
pp. 166-171

A Rationality-Based Modeling for Coalition Support (Abstract)

Jae C. Oh , Syracuse University, NY
Nathaniel Gemelli , Air Force Research Lab., Rome, NY
Robert Wright , Air Force Research Lab., Rome, NY
pp. 172-177
Soft Computing Systems

Improving a Pittsburgh Leant Fuzzy Rule Base using Feature Subset Selection (Abstract)

Maria C. Nicoletti , DC - UFSCar, Brazil
Daniel M. Santoro , DC - UFSCar, Brazil
Pablo A. D. de Castro , DC - UFSCar, Brazil
Heloisa A. Camargo , DC - UFSCar, Brazil
pp. 180-185

Ensemble of Linear Perceptrons with Confidence Level Output (Abstract)

Shuji Hashimoto , Waseda University, Japan
Pitoyo Hartono , Waseda University, Japan
pp. 186-191

First-Order Logical Neural Networks (Abstract)

Boonserm Kijsirikul , Chulalongkorn University, Thailand
Thanupol Lerdlamnaochai , Chulalongkorn University, Thailand
pp. 192-197

Performance Studies on KBANN (Abstract)

G. Nagaraja , Indian Institute of Technology, Bombay, India
Chandra Bose , Satyam Computer Services Ltd, Bangalore, India
R. P. Jagadeesh , Satyam Computer Services Ltd, Bangalore, India
pp. 198-203

Artificial Neural Networks Applied to Long-Term Electricity Demand Forecasting (Abstract)

Mostafa Al Mamun , Tokyo University of Agriculture and Technology, Japan
Ken Nagasaka , Tokyo University of Agriculture and Technology, Japan
pp. 204-209

Evolutionary Artificial Neural Network Optimisation in Financial Engineering (Abstract)

Serge Hayward , Ecole Sup?rieure de Commerce de Dijon, France
pp. 210-215

HDGSOM: A Modified Growing Self-Organizing Map for High Dimensional Data Clustering (Abstract)

Rasika Amarasiri , Monash University, Australia
Kate A. Smith , Monash University, Australia
Damminda Alahakoon , Monash University, Australia
pp. 216-221
Web Intelligence and Data Mining

Image Clustering System on WWW using Web Texts (Abstract)

Masahiko Yachida , Osaka University, Japan
Wataru Sunayama , Hiroshima City University, Japan
Akiko Nagata , Osaka University, Japan
pp. 230-235

Using Association Rules for Completing Missing Data (Abstract)

Chih-Hung Wu , National University of Kaohsiung, Kaohsiung, Taiwan
Hung-Ju Chou , National University of Kaohsiung, Kaohsiung, Taiwan
Chian-Huei Wun , National Sun Yat-Sen University, Kaohsiung, Taiwan
pp. 236-241

Application of Machine Learning Techniques to Web-Based Intelligent Learning Diagnosis System (Abstract)

Ming-Chou Liu , National Hualien Teachers College, Hualien, Taiwan
San-Shine Chu , National Hualien Teachers College, Hualien, Taiwan
Chin-Lun Cheng , National Hualien Teachers College, Hualien, Taiwan
Chenn-Jung Huang , National Hualien Teachers College, Hualien, Taiwan
pp. 242-247

Application of Support Vector Machines to Admission Control for Proportional Differentiated Services Enabled Internet Servers (Abstract)

Chih-Lun Cheng , National Hualien Teachers College, Hualien, Taiwan
Chenn-Jung Huang , National Hualien Teachers College, Hualien, Taiwan
pp. 248-253

Intelligent Agent to Support Design in Supply Chain Based on Semantic Web Services (Abstract)

Incheon Paik , University of Aizu, Japan
Yuu Watanabe , University of Aizu, Japan
Shinjiro Takami , University of Aizu, Japan
pp. 254-259

Improvement of Non-Linear Mapping Computation for Dimensionality Reduction in Data Visualization and Classification (Abstract)

Kuncup Iswandy , University of Kaiserslautern, Germany
Andreas K?nig , University of Kaiserslautern, Germany
pp. 260-265

Hybrid Learning Scheme for Data Mining Applications (Abstract)

M. Narasimha Murty , Indian Institute of Science, Bangalore
T. Ravindra Babu , Indian Institute of Science, Bangalore
V. K. Agrawal , ISRO Satellite Centre, Bangalore
pp. 266-271
Bioinformatics

K-Ranked Covariance Based Missing Values Estimation for Microarray Data Classification (Abstract)

Muhammad Shoaib B. Sehgal , GSCIT, Monash University, Australia
Iqbal Gondal , GSCIT, Monash University, Australia
Laurence Dooley , GSCIT, Monash University, Australia
pp. 274-279

Using Associative Classification for Predicting HIV-1 Drug Resistance (Abstract)

Boonserm Kijsirikul , Chulalongkorn University, Thailand
Anantaporn Srisawat , Chulalongkorn University, Thailand
pp. 280-284

An Efficient Algorithm for Computing the Fitness Function of a Hydrophobic-Hydrophilic Model (Abstract)

Madhu Chetty , Monash University, Churchill, Australia
Laurence S Dooley , Monash University, Churchill, Australia
Tamjidul Hoque , Monash University, Churchill, Australia
pp. 285-290

Partially Computed Fitness Function Based Genetic Algorithm for Hydrophobic-Hydrophilic Model (Abstract)

Madhu Chetty , Monash University, Churchill, Australia
Tamjidul Hoque , Monash University, Churchill, Australia
Laurence S Dooley , Monash University, Churchill, Australia
pp. 291-296

Secondary Structure Prediction Using SVM and Clustering (Abstract)

Chi Y. Yeh , ShuTe University, Yen-Chau, Taiwan
Shing H. Doong , ShuTe University, Yen-Chau, Taiwan
pp. 297-302
Features, Classification, and Clustering

Classification Ensembles for Shaft Test Data: Empirical Evaluation (Abstract)

Kyungmi Lee , Griffith University, Queensland, Australia
Vladimir Estivill-Castro , Griffith University, Queensland, Australia
pp. 304-309

A Fuzzy Clustering Algorithm using Cellular Learning Automata based Evolutionary Algorithm (Abstract)

A. R. Arasteh , Amirkabir University of Technology, Tehran, Iran
M. R. Meybodi , Amirkabir University of Technology, Tehran, Iran
R. Rastegar , Amirkabir University of Technology, Tehran, Iran
A. Hariri , Amirkabir University of Technology, Tehran, Iran
pp. 310-314

Fuzzy Clustering with a Regularized Autoassociative Neural Network (Abstract)

Juan D. Vel?squez , RCAST, University of Tokyo, Japan; DII, University of Chile, Santiago
Hiroshi Yasuda , RCAST, University of Tokyo, Japan
Alejandro Bassi , RCAST, University of Tokyo, Japan; DCC, University of Chile, Santiago
pp. 321-325

Adaptive Boosting with Leader based Learners for Classification of Large Handwritten Data (Abstract)

M. Narasimha Murty , Indian Institute of Science, Bangalore
T. Ravindra Babu , Indian Institute of Science, Bangalore
V. K. Agrawal , ISRO Satellite Centre, Bangalore
pp. 326-331
Image and Signal Processing

GAP Test: A Cognitive Evaluation Procedure for Shape Descriptors (Abstract)

Nicolai Petkov , University of Groningen, The Netherlands
Anarta Ghosh , University of Groningen, The Netherlands
pp. 334-339

A Novel Fuzzy Approach to Speech Recognition (Abstract)

Saeed Bagheri Shouraki , Sharif University of Technology, Tehran, Iran
Milad Alemzadeh , Sharif University of Technology, Tehran, Iran
Pujan Ziaie , Sharif University of Technology, Tehran, Iran
Ramin Halavati , Sharif University of Technology, Tehran, Iran
Mahsa Eshraghi , Sharif University of Technology, Tehran, Iran
pp. 340-345

A Constructive Approach to Creating A Method for Generating Images (Abstract)

Kaori Yoshida , Kyushu Institute of Technology, Japan
Kei Ohnishi , Kyushu Institute of Technology, Japan
pp. 346-351

A New Blind Deconvolution Algorithm Based on a Gradient Method with Phase Spectral Constraints (Abstract)

Morihiko Sakano , Yamaguchi University, Japan
Eiji Uchino , Yamaguchi University, Japan
Noriaki Suetake , Yamaguchi University, Japan
pp. 352-357

An Experimental Study of the Hybridization of Logistic Discriminant Analysis and Multilayer Neural Network for Image Identification (Abstract)

Chie Muraki Asano , Hiroshima University, Japan
Koji Hotta , Hiroshima University, Japan
Megu Ohtaki , Hiroshima University, Japan
Akira Asano , Hiroshima University, Japan
Mitsuji Muneyasu , Kansai University, Japan
Takao Hinamoto , Hiroshima University, Japan
pp. 358-363
Anticipatory Processing

Selection of Time Series Forecasting Models based on Performance Information (Abstract)

Teresa Bernarda Ludermir , Universidade Federal de Pernambuco, Brazil
Ricardo Bastos Cavalcante Prudêncio , Universidade Federal de Pernambuco, Brazil
Patr?cia Maforte dos Santos , Universidade Federal de Pernambuco, Brazil
pp. 366-371

A Hybrid Decision Support System Model for Disaster Management (Abstract)

Sohail Asghar , Monash University, Australia
Damminda Alahakoon , Monash University, Australia
Leonid Churilov , Monash University, Australia
pp. 372-377

Polymorphic Malicious Executable Scanner by API Sequence Analysis (Abstract)

J-Y. Xu , New Mexico Tech
A. H. Sung , New Mexico Tech
S. Mukkamala , New Mexico Tech
P. Chavez , New Mexico Tech
pp. 378-383

Website Visitor Classification Using Machine Learning (Abstract)

A. H. Sung , New Mexico Tech
S. Mukkamala , New Mexico Tech
P. Defibaugh-Chavez , New Mexico Tech
pp. 384-389

Innate and Acquired Immunity in Real Time Systems (Abstract)

David W Corne , University of Exeter, UK
Dan W Taylor , University of Reading, UK; JTL Systems Ltd, Newbury, UK
pp. 390-395
Optimization

Q'tron Neural Networks for Constraint Satisfaction (Abstract)

Tai-Wen Yue , Tatung University, Taipei, Taiwan
Mei-Ching Chen , Tatung University, Taipei, Taiwan
pp. 398-403

How to Deal with the VRPTW by using Multi-Agent Coalitions (Abstract)

Khaled Ghedira , ISG, Tunis University, Tunisia
Wajdi Fki , ISG, Tunis University, Tunisia
Imen Boudali , ISG, Tunis University, Tunisia
pp. 416-421

A Hybrid Approach for a Constrained Routing Problem (Abstract)

Jes?s Fabi?n L?pez P?rez , FACPYA UANL, Monterrey, M?xico
pp. 422-427

Hybridising Rule Induction and Multi-Objective Evolutionary Search for Optimising Water Distribution Systems (Abstract)

Godfrey Walters , University of Exeter, UK
Dragan Savic , University of Exeter, UK
Laetitia Jourdan , University of Exeter, UK
David Corne , University of Exeter, UK
pp. 434-439
Poster Papers

An Effective Machine Learning Algorithm using Momentum Scheduling (PDF)

Eun-Mi Kim , Chonnam National University, Republic of Korea
Seong-Mi Park , Chonnam National University, Republic of Korea
Kwang-Hee Kim , Chonnam National University, Republic of Korea
Bae-Ho Lee , Chonnam National University, Republic of Korea
pp. 442-443

Design of Robust PID Controller With Disturbance Rejection For Motor Using Immune Algorithm (Abstract)

Dong Hwa Kim , Hanbat National University, Korea
Jae Hoon Cho , Hanbat National University, Korea
pp. 444-449

Robust Power Plant Control Using Clonal Selection of Immune Algorithm Based Multiobjective (Abstract)

Dong Hwa Kim , Hanbat National University, Korea
Hwan Lee , Hanbat National University, Korea
Jae Hoon Jo , Hanbat National University, Korea
pp. 450-455

Realizing Small Involuntary Movements in Reading English (Abstract)

Satoru Morita , Yamaguchi University
Yukio Ishihara , Yamaguchi University
pp. 456-459

Neural Networks and Belief Logic (PDF)

Joseph J. Chen , PNN Technologies
Yuan Yan Chen , PNN Technologies
pp. 460-461

A New Sparse Rule-Based Fuzzy Reasoning Method (Abstract)

Yan Shi , Kyushu Tokai University, Japan
Xia Li , Shijiazhuang University of Economics, China
Baowen Wang , Yanshan University, China
Wenyuan Liu , Yanshan University, China
pp. 462-467

Stigmergy in Multi Agent Reinforcement Learning (PDF)

Fran?ois Charpillet , Loria INRIA-Lorraine, France
Alain Dutech , Loria INRIA-Lorraine, France
Raghav Aras , Loria INRIA-Lorraine, France
pp. 468-469

Field-Programmable Analog Filters Array with Applications for Fuzzy Inference Systems (PDF)

Emil Sofron , University of Pitesti, Romania
Silviu Ionita , University of Pitesti, Romania
pp. 470-471

A Waterfall Model for Knowledge Management and Experience Management (Abstract)

Zhaohao Sun , University of Wollongong, Australia
pp. 472-475

An Attitude Based Cooperative Negotiation Model (PDF)

Madhu Goyal , University of Technology
pp. 476-477

Reinforcement Learning of Player Agents in RoboCup Soccer Simulation (PDF)

Shivashankar B. Nair , Indian Institute of Technology, India
Amit Chawre , Reliance Infocomm, India
Abhinav Sarje , Center for Development of Telematics, India
pp. 480-481

Segmentation of High Resolution Satellite Images by Direction and Morphological Filters (Abstract)

Zensho Nakao , University of the Ryukyus, Japan
Xian Yan Zeng , California State University, Northridge
Tomoko Tateyama , University of the Ryukyus, Japan
Yen-Wei Chen , Ritsumeikan University, Shiga, Japan
pp. 482-487

Author Index (PDF)

pp. 489-492
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