4. HIS 2004: Kitakyushu, Japan
Masumi Ishikawa, Shuji Hashimoto, Marcin Paprzycki, Emilia I. Barakova, Kaori Yoshida, Mario Köppen, David W. Corne, Ajith Abraham (Eds.): 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 5-8 December 2004, Kitakyushu, Japan. IEEE Computer Society 2005 ISBN 0-7695-2291-2
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
- 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
- Son Doan, Susumu Horiguchi: An Efficient Feature Selection Using Multi-Criteria in Text Categorization. 86-91
- 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
- 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
- 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
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
Optimization
- 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
- 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 Lata 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
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