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PRICAI 2002: Trends in Artificial Intelligence

7th Pacific Rim International Conference on Artificial Intelligence Tokyo, Japan, August 18–22, 2002 Proceedings

  • Mitsuru Ishizuka
  • Abdul Sattar
Conference proceedings PRICAI 2002

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2417)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 2417)

Table of contents

  1. Front Matter
    Pages I-XX
    PDF

  2. Invited Talks

    1. Commercial Applications of Machine Learning for Personalized Wireless Portals
      Michael J. Pazzani
      Pages 1-5
    2. Learning, Collecting, and Using Ontological Knowledge for NLP
      Eduard Hovy
      Pages 6-6
    3. Hidden Variables in Knowledge Representation
      Norman Y. Foo
      Pages 7-8
    4. Intellimedia Systems: Research and Applications at the Intersection of Multimedia and Artificial Intelligence
      Thomas Rist
      Pages 9-18
    5. Integration of Multimedia and Art for New Human-Computer Communications
      Ryohei Nakatsu
      Pages 19-28

  3. Logic and AI Foundation

    1. R-UNSEARCHMO: A Refinement on UNSEARCHMO
      Yuyan Chao, Norimitsu Kawana, Lifeng He, Tsuyoshi Nakamura, Hidenori Itoh
      Pages 29-38
    2. Deontic Relevant Logic: A Strong Relevant Logic Approach to Removing Paradoxes from Deontic Logic
      Takahiro Tagawa, Jingde Cheng
      Pages 39-48
    3. Solving the Ramification Problem: Causal Propagation in an Argumentation-Theoretic Approach
      Quoc Bao Vo, Norman Y. Foo
      Pages 49-59

  4. Representation and Reasoning of Actions

    1. Representing Actions over Dynamic Domains
      Yan Zhang, Norman Y. Foo
      Pages 60-69
    2. Consistency of Action Descriptions
      Dongmo Zhang, Samir Chopra, Norman Y. Foo
      Pages 70-79
    3. Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams
      Kee-Eung Kim, Thomas Dean
      Pages 80-89
    4. Dynamic Fuzziness
      Andrzej Buller
      Pages 90-96

  5. Constraint Satisfaction

    1. Distributed Reinforcement of Arc-Consistency
      Ahlem Ben Hassine, Khaled Ghédira
      Pages 97-107
    2. Parallel Execution of Stochastic Search Procedures on Reduced SAT Instances
      Wenhui Zhang, Zhuo Huang, Jian Zhang
      Pages 108-117
    3. Two Transformations of Clauses into Constraints and Their Properties for Cost-Based Hypothetical Reasoning
      Yutaka Matsuo, Mitsuru Ishizuka
      Pages 118-127

  6. Foundations for Agents

    1. Hidden Markov Modeling for Multi-agent Systems
      Noda Itsuki
      Pages 128-137
    2. Modelling PRS-Like Agents’ Mental States
      Wayne Wobcke
      Pages 138-147
    3. Genetic Algorithm and Social Simulation
      Pinata Winoto
      Pages 148-157

  7. Foundations for Learning

    1. Adaptive Directed Acyclic Graphs for Multiclass Classification
      Boonserm Kijsirikul, Nitiwut Ussivakul, Surapant Meknavin
      Pages 158-168
    2. Network Optimization through Learning and Pruning in Neuromanifold
      Hyunjin Lee, Hyeyoung Park, Yillbyung Lee
      Pages 169-177
    3. DIC: A Novel Discrete Incremental Clustering Technique for the Derivation of Fuzzy Membership Functions
      W. L. Tung, C. Quek
      Pages 178-187

  8. Reinforcement Learning

    1. Application of Episodic Q-Learning to a Multi-agent Cooperative Task
      Akira Ito
      Pages 188-197
    2. LC-Learning: Phased Method for Average Reward Reinforcement Learning —Analysis of Optimal Criteria —
      Taro Konda, Tomohiro Yamaguchi
      Pages 198-207
    3. LC-Learning: Phased Method for Average Reward Reinforcement Learning —Preliminary Results —
      Taro Konda, Shinjiro Tensyo, Tomohiro Yamaguchi
      Pages 208-217

  9. Knowledge Acquisition and Management

    1. 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
      Pages 218-227
    2. Case Generation Method for Constructing an RDR Knowledge Base
      Keisei Fujiwara, Tetsuya Yoshida, Hiroshi Motoda, Takashi Washio
      Pages 228-237

  10. Data Mining and Knowledge Discovery

    1. Association Rules Using Rough Set and Association Rule Methods
      Defit Sarjon, Noor Md Sap Mohd
      Pages 238-243
    2. Change-Point Estimation Using New Minimum Message Length Approximations
      Leigh J. Fitzgibbon, David L. Dowe, Lloyd Allison
      Pages 244-254
    3. Knowledge Discovery from Structured Data by Beam-Wise Graph-Based Induction
      Takashi Matsuda, Hiroshi Motoda, Tetsuya Yoshida, Takashi Washio
      Pages 255-264

  11. Neural Network Learning

    1. BackPOLE: Back Propagation Based on Objective Learning Errors
      W. L. Tung, C. Quek
      Pages 265-274
    2. 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
      Pages 275-284
    3. Optimizing a Multiple Classifier System
      Hirotaka Inoue, Hiroyuki Narihisa
      Pages 285-294

  12. Learning for Robots

    1. Generalization of Iterative Learning Control for Multiple Desired Trajectories in Robotic Systems
      M. Arif, T. Ishihara, H. Inooka
      Pages 295-304
    2. Learning Topological Maps from Sequential Observation and Action Data under Partially Observable Environment
      Takehisa Yairi, Masahito Togami, Koichi Hori
      Pages 305-314
    3. A Saliency Map Model for Active Perception Using Color Information and Local Competitive Mechanism
      Kyungjoo Cheoi, Yillbyung Lee
      Pages 315-324
    4. Generation of Optimal Biped Walking for Humanoid Robot by Co-evolving Morphology and Controller
      Ken Endo, Funinori Yamasaki, Takashi Maeno, Hiroaki Kitano
      Pages 325-334

  13. Multi-agent Applications

    1. Multi-agent Coordination in Planning
      Jeroen Valk, Cees Witteveen
      Pages 335-344
    2. A Multi-agent Based Approach to the Inventory Routing Problem
      Yizhi Lao, Hon Wai Leong
      Pages 345-354
    3. An Agent-Based Hybrid Intelligent System for Financial Investment Planning
      Zili Zhang, Chengqi Zhang
      Pages 355-364
    4. Socially Intelligent Aerial Combat Simulator
      Henry Hexmoor, Xin Zhang
      Pages 365-374

  14. Bayesian Network

    1. Construction of Large-Scale Bayesian Networks by Local to Global Search
      Kyu-Baek Hwang, Jae Won Lee, Seung-Woo Chung, Byoung-Tak Zhang
      Pages 375-384
    2. Using Bayesian Networks with Hidden Nodes to Recognise Neural Cell Morphology
      Jung-Wook Bang, Duncan Gillies
      Pages 385-394
    3. Recognizing 100 Speakers Using Homologous Naive Bayes
      Hung-Ju Huang, Chun-Nan Hsu
      Pages 395-403

  15. Document Analysis and Categorization

    1. An Approach to Microscopic Clustering of Terms and Documents
      Akiko Aizawa
      Pages 404-413
    2. Effective Methods for Improving Naive Bayes Text Classifiers
      Sang-Bum Kim, Hae-Chang Rim, DongSuk Yook, Heui-Seok Lim
      Pages 414-423
    3. Efficiently Clustering Documents with Committees
      Patrick Pantel, Dekang Lin
      Pages 424-433
    4. Topic Extraction from Text Documents Using Multiple-Cause Networks
      Jeong-Ho Chang, Jae Won Lee, Yuseop Kim, Byoung-Tak Zhang
      Pages 434-443
    5. 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
      Pages 444-453
    6. PATI: An Approach for Identifying and Resolving Ambiguities
      Jae Won Lee, Sung-Dong Kim
      Pages 454-462

About these proceedings

Keywords

AI LOgics ALgorithmic Learning Agent Technology Artificial Intelligence Knowledge Management Web Intelligence bioinformatics biometrics cognition genetic algorithms knowledge logic programming modeling multi-agent system optimization

Editors and affiliations

  • Mitsuru Ishizuka
    • 1
  • Abdul Sattar
    • 2
  1. 1.School of Information Science and Technology Department of Information and Communication EngineeringUniversity of TokyoTokyoJapan
  2. 2.School of Information Technology Knowledge Representation and Reasoning Unit (KRRU) Faculty of Engineering and Information TechnologyGriffith UniversityAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-45683-X
  • Copyright Information Springer-Verlag Berlin Heidelberg 2002
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-44038-3
  • Online ISBN 978-3-540-45683-4
  • Series Print ISSN 0302-9743
  • Buy this book on publisher's site