Invited Talks |
Commercial Applications of Machine Learning for Personalized Wireless Portals / Michael J. Pazzani |
Learning, Collecting, and Using Ontological Knowledge for NLP / Eduard Hovy |
Hidden Variables in Knowledge Representation / Norman Y. Foo |
Intellimedia Systems: Research and Applications at the Intersection of Multimedia and Artificial Intelligence / Thomas Rist |
Integration of Multimedia and Art for New Human-ComputerCommunications / Ryohei Nakatsu |
Logic and AI Foundation |
R-UNSEARCHMO: A Refinement on UNSEARCHMO / Yuyan Chao ; Norimitsu Kawana ; Lifeng He ; Tsuyoshi Nakamura ; Hidenori Itoh |
Deontic Relevant Logic: A Strong Relevant Logic Approach to Removing Paradoxes from Deontic Logic / Takahiro Tagawa ; Jingde Cheng |
Solving the Ramification Problem: Causal Propagation in an Argumentation-Theoretic Approach / Quoc Bao Vo |
Representation and Reasoning of Actions |
Representing Actions over Dynamic Domains / Yan Zhang |
Consistency of Action Descriptions / Dongmo Zhang ; Samir Chopra |
Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams / Kee-Eung Kim ; Thomas Dean |
Dynamic Fuzziness / Andrzej Buller |
Constraint Satisfaction |
Distributed Reinforcement of Arc-Consistency / Ahlem Ben Hassine ; Khaled Ghédira |
Parallel Execution of Stochastic Search Procedures on Reduced SAT Instances / Wenhui Zhang ; Zhuo Huang ; Jian Zhang |
Two Transformations of Clauses into Constraints and Their Properties for Cost-Based Hypothetical Reasoning / Yutaka Matsuo ; Mitsuru Ishizuka |
Foundations for Agents |
Hidden Markov Modeling for Multi-agent Systems / Noda Itsuki |
Modelling PRS-Like Agents' Mental States / Wayne Wobcke |
Genetic Algorithm and Social Simulation / Pinata Winoto |
Foundations for Learning |
Adaptive Directed Acyclic Graphs for Multiclass Classification / Boonserm Kijsirikul ; Nitiwut Ussivakul ; Surapant Meknavin |
Network Optimization through Learning and Pruning in Neuromanifold / Hyunjin Lee ; Hyeyoung Park ; Yillbyung Lee |
DIC: A Novel Discrete Incremental Clustering Technique for the Derivation of Fuzzy Membership Functions / W.L. Tung ; C. Quek |
Reinforcement Learning |
Application of Episodic Q-Learning to a Multi-agent Cooperative Task / Akira Ito |
LC-Learning: Phased Method for Average Reward Reinforcement Learning - Analysis of Optimal Criteria - / Taro Konda ; Tomohiro Yamaguchi |
LC-Learning: Phased Method for Average Reward Reinforcement Learning - Preliminary Results - / Shinjiro Tensyo |
Knowledge Acquisition and Management |
Extension of the RDR Method That Can Adapt to Environmental Changes and Acquire Knowledge from Both Experts and Data / Takuya Wada ; Tetsuya Yoshida ; Hiroshi Motoda ; Takashi Washio |
Case Generation Method for Constructing an RDR Knowledge Base / Keisei Fujiwara |
Data Mining and Knowledge Discovery |
Association Rules Using Rough Set and Association Rule Methods / Defit Sarjon ; Noor Md Sap Mohd |
Change-Point Estimation Using New Minimum Message Length Approximations / Leigh J. Fitzgibbon ; David L. Dowe ; Lloyd Allison |
Knowledge Discovery from Structured Data by Beam-Wise Graph-Based Induction / Takashi Matsuda |
Neural Network Learning |
BackPOLE: Back Propagation Based on Objective Learning Errors |
A Method on Improvement of the Online Mode Error Backpropagation Algorithm for Pattern Recognition / Tae-Seung Lee ; Ho-Jin Choi ; Young-Kil Kwag ; Byong-Won Hwang |
Optimizing a Multiple Classifier System / Hirotaka Inoue ; Hiroyuki Narihisa |
Learning for Robots |
Generalization of Iterative Learning Control for Multiple Desired Trajectories in Robotic Systems / M. Arif ; T. Ishihara ; H. Inooka |
Learning Topological Maps from Sequential Observation and Action Data under Partially Observable Environment / Takehisa Yairi ; Masahito Togami ; Koichi Hori |
A Saliency Map Model for Active Perception Using Color Information and Local Competitive Mechanism / Kyungjoo Cheoi |
Generation of Optimal Biped Walking for Humanoid Robot by Co-evolving Morphology and Controller / Ken Endo ; Funinori Yamasaki ; Takashi Maeno ; Hiroaki Kitano |
Multi-agent Applications |
Multi-agent Coordination in Planning / Jeroen Valk ; Cees Witteveen |
A Multi-agent Based Approach to the Inventory Routing Problem / Yizhi Lao ; Hon Wai Leong |
An Agent-Based Hybrid Intelligent System for Financial Investment Planning / Zili Zhang ; Chengqi Zhang |
Socially Intelligent Aerial Combat Simulator / Henry Hexmoor ; Xin Zhang |
Bayesian Network |
Construction of Large-Scale Bayesian Networks by Local to Global Search / Kyu-Baek Hwang ; Jae Won Lee ; Seung-Woo Chung ; Byoung-Tak Zhang |
Using Bayesian Networks with Hidden Nodes to Recognise Neural Cell Morphology / Jung-Wook Bang ; Duncan Gillies |
Recognizing 100 Speakers Using Homologous Naive Bayes / Hung-Ju Huang ; Chun-Nan Hsu |
Document Analysis and Categorization |
An Approach to Microscopic Clustering of Terms and Documents / Akiko Aizawa |
Effective Methods for Improving Naive Bayes Text Classifiers / Sang-Bum Kim ; Hae-Chang Rim ; DongSuk Yook ; Heui-Seok Lim |
Efficiently Clustering Documents with Committees / Patrick Pantel ; Dekang Lin |
Topic Extraction from Text Documents Using Multiple-Cause Networks / Jeong-Ho Chang ; Yuseop Kim |
A Comparative Study on Statistical Machine Learning Algorithms and Thresholding Strategies for Automatic Text Categorization / Kang Hyuk Lee ; Judy Kay ; Byeong Ho Kang ; Uwe Rosebrock |
PATI: An Approach for Identifying and Resolving Ambiguities / Sung-Dong Kim |
Internet/Web Intelligence and Bioinformatics |
Extracting User Profiles from E-mails Using the Set-Oriented Classifier / Sebon Ku ; Bogju Lee ; Eunyong Ha |
Wrapper Generation by Using XML-Based Domain Knowledge for Intelligent Information Extraction / Jaeyoung Yang ; Jungsun Kim ; Kyoung-Goo Doh ; Joongmin Choi |
Modified PrefixSpan Method for Motif Discovery in Sequence Databases / Hajime Kitakami ; Tomoki Kanbara ; Yasuma Mori ; Susumu Kuroki ; Yukiko Yamazaki |
A Multi-agent Bioinformatics Integration System with Adjustable Autonomy / Konstantinos Karasavvas ; Albert Burger ; Richard Baldock |
Intelligent Learning Environments |
Using Case-Based Reasoning Approach in Planning Instructional Activities / Rhodora L. Reyes ; Raymund C. Sison |
Feature Construction for Student Group Forming Based on Their Browsing Behaviors in an E-learning System / Tiffany Y. Tang ; Keith C. Chan |
Web-Based Tutoring System for Computer Security / Chong-woo Woo ; Jin-woo Choi |
Face Recognition |
A Simple Illumination Normalization Algorithm for Face Recognition / Jaepil Ko ; Eunju Kim ; Hyeran Byun |
A Self-Adaptive Architecture and Its Application to Robust Face Identification / Paul Robertson ; Robert Laddaga |
Multimedia and Emotion |
Realizing Audio-Visually Triggered ELIZA-Like Non-verbal Behaviors / Hiroshi G. Okuno ; Kazuhiro Nakadai |
Audio-to-Visual Conversion Using Hidden Markov Models / Soonkyu Lee |
Scripting the Bodies and Minds of Life-Like Characters / Helmut Prendinger ; Sylvain Descamps |
An Affective Decision Making Agent Architecture Using Emotion Appraisals / Penny Baillie ; Dickson Lukose |
Poster Papers |
Logic Programming for Agents / Hisashi Hayashi ; Kenta Cho ; Akihiko Ohsuga |
Evolutionary Multi-agents System for Prediction of Social Behavior in Large Cities / Marie Piron ; Alain Cardon ; Christophe Cambier |
Agent-Based Cooperative Distributed Tutoring Systems / Elhadi Shakshuki ; Trang Dang |
A Computational Model of Reasoning as Socially-Constructed Process / Ruediger Oehlmann |
Managing Information Complexity of Supply Chains via Agent-Based Genetic Programming / Ken Taniguchi ; Setsuya Kurahashi ; Takao Terano |
Semantic Integration of E-business Models Based on Multi-layered Repository / Noriaki Izumi ; Takahira Yamaguchi |
Randomization and Uncertain Inference / Henry E. Kyburg ; Choh Man Teng |
Checkers Strategy Evolution with Speciated Neural Networks / Kyung-Joong Kim ; Sung-Bae Cho |
Generation and Optimization of Fuzzy Neural Network Structure / Zbigniew Świ&acedil;tnicki ; Vladimír Olej |
FuzzyDrive: A Fuzzy Rule-Based Auto Pilot System |
Implementing NRDR Using OO Database Management System (OODBMS) / Ghassan Beydoun ; Lina Al-Jadir |
Using Ripple Down Rules for Actions and Planning / Rex B.H. Kwok |
A Generative Dependency Grammar / Stefan Diaconescu |
Indonesian Morphological Parser with Minimum Connectivity Cost to Solve Ambiguities / Mohammad Teduh Uliniansyah ; Shun Ishizaki ; Kiyoko Uchiyama |
Target Word Selection Using WordNet and Data-Driven Models in Machine Translation |
A Study on Using Natural Language as a Computer Communication Protocol / Ichiro Kobayashi ; Michiaki Iwazume ; Shino Iwashita ; Toru Sugimoto ; Michio Sugeno |
Automatic Indexing Based on Term Activities / Naohiro Matsumura ; Yukio Ohsawa |
Answer Extraction by Flexible Matching, Filtering, and Interpretation / Kyung-Soon Lee ; Jae-Ho Kim ; Key-Sun Choi |
A Statistical Identification and Verification Method for Biometrics / Kwanyong Lee |
Proposal of a Multimodal Dialogue Description Language / Masahiro Araki ; Kiyoshi Ueda ; Masashi Akita ; Takuya Nishimoto ; Yasuhisa Niimi |
Image Classification by Web Images / Keiji Yanai |
Real-Time Face Detection and Tracking Using PCA and NN / Chang-Woo Lee ; Yeon-Chul Lee ; Sang-Yong Bak ; Hang-Joon Kim |
A Wrapper-Based Approach to Robot Learning Concepts from Images / Nicolas Bredeche ; Jean-Daniel Zucker ; Yann Chevaleyre |
An Effective HMM-Based Intrusion Detection System with Privilege Change Event Modeling / Hyuk-Jang Park |
A Method on Improving of Enrolling Speed for the MLP-Based Speaker Verification System through Reducing Learning Data / Seung-Hoe Choi |
Syntactic Representations of Semantic Merging Operations / Thomas Meyer ; Aditya Ghose |
Author Index |
Invited Talks |
Commercial Applications of Machine Learning for Personalized Wireless Portals / Michael J. Pazzani |
Learning, Collecting, and Using Ontological Knowledge for NLP / Eduard Hovy |
Hidden Variables in Knowledge Representation / Norman Y. Foo |
Intellimedia Systems: Research and Applications at the Intersection of Multimedia and Artificial Intelligence / Thomas Rist |
Integration of Multimedia and Art for New Human-ComputerCommunications / Ryohei Nakatsu |