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4th HIS 2004: Kitakyushu, Japan
- Masumi Ishikawa, Shuji Hashimoto, Marcin Paprzycki, Emilia I. Barakova, Kaori Yoshida, Mario Köppen, David W. Corne, Ajith Abraham:
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 K. 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 M. 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-Hwang 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 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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