PRICAI 2002: Trends in Artificial Intelligence: 7th Pacific Rim International Conference on Artificial Intelligence, Tokyo, Japan, August 18-22, 2002. Proceedings
Mitsuru Ishizuka, Abdul Satter · Medical Entomology and Zoology · 2002
Invited Talks.- Commercial Applications of Machine Learning for Personalized Wireless Portals.- Learning, Collecting, and Using Ontological Knowledge for NLP.- Hidden Variables in Knowledge Representation.- Intellimedia Systems: Research and Applications at the Intersection of Multimedia and Artificial Intelligence.- Integration of Multimedia and Art for New Human-Computer Communications.- Logic and AI Foundation.- R-UNSEARCHMO: A Refinement on UNSEARCHMO.- Deontic Relevant Logic: A Strong Relevant Logic Approach to Removing Paradoxes from Deontic Logic.- Solving the Ramification Problem: Causal Propagation in an Argumentation-Theoretic Approach.- Representation and Reasoning of Actions.- Representing Actions over Dynamic Domains.- Consistency of Action Descriptions.- Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams.- Dynamic Fuzziness.- Constraint Satisfaction.- Distributed Reinforcement of Arc-Consistency.- Parallel Execution of Stochastic Search Procedures on Reduced SAT Instances.- Two Transformations of Clauses into Constraints and Their Properties for Cost-Based Hypothetical Reasoning.- Foundations for Agents.- Hidden Markov Modeling for Multi-agent Systems.- Modelling PRS-Like Agents' Mental States.- Genetic Algorithm and Social Simulation.- Foundations for Learning.- Adaptive Directed Acyclic Graphs for Multiclass Classification.- Network Optimization through Learning and Pruning in Neuromanifold.- DIC: A Novel Discrete Incremental Clustering Technique for the Derivation of Fuzzy Membership Functions.- Reinforcement Learning.- Application of Episodic Q-Learning to a Multi-agent Cooperative Task.- LC-Learning: Phased Method for Average Reward Reinforcement Learning -Analysis of Optimal Criteria -.- LC-Learning: Phased Method for Average Reward Reinforcement Learning -Preliminary Results -.- Knowledge Acquisition and Management.- Extension of the RDR Method That Can Adapt to Environmental Changes and Acquire Knowledge from Both Experts and Data.- Case Generation Method for Constructing an RDR Knowledge Base.- Data Mining and Knowledge Discovery.- Association Rules Using Rough Set and Association Rule Methods.- Change-Point Estimation Using New Minimum Message Length Approximations.- Knowledge Discovery from Structured Data by Beam-Wise Graph-Based Induction.- 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.- Optimizing a Multiple Classifier System.- Learning for Robots.- Generalization of Iterative Learning Control for Multiple Desired Trajectories in Robotic Systems.- Learning Topological Maps from Sequential Observation and Action Data under Partially Observable Environment.- A Saliency Map Model for Active Perception Using Color Information and Local Competitive Mechanism.- Generation of Optimal Biped Walking for Humanoid Robot by Co-evolving Morphology and Controller.- Multi-agent Applications.- Multi-agent Coordination in Planning.- A Multi-agent Based Approach to the Inventory Routing Problem.- An Agent-Based Hybrid Intelligent System for Financial Investment Planning.- Socially Intelligent Aerial Combat Simulator.- Bayesian Network.- Construction of Large-Scale Bayesian Networks by Local to Global Search.- Using Bayesian Networks with Hidden Nodes to Recognise Neural Cell Morphology.- Recognizing 100 Speakers Using Homologous Naive Bayes.- Document Analysis and Categorization.- An Approach to Microscopic Clustering of Terms and Documents.- Effective Methods for Improving Naive Bayes Text Classifiers.- Efficiently Clustering Documents with Committees.- Topic Extraction from Text Documents Using Multiple-Cause Networks.- A Comparative Study on Statistical Machine Learning Algorithms and Thresholding Strategies for Automatic Text Categorization.- PATI: An Approach for Identifying and Resolving Ambiguities.- Internet/Web Intelligence and Bioinformatics.- Extracting User Profiles from E-mails Using the Set-Oriented Classifier.- Wrapper Generation by Using XML-Based Domain Knowledge for Intelligent Information Extraction.- Modified PrefixSpan Method for Motif Discovery in Sequence Databases.- A Multi-agent Bioinformatics Integration System with Adjustable Autonomy.- Intelligent Learning Environments.- Using Case-Based Reasoning Approach in Planning Instructional Activities.- Feature Construction for Student Group Forming Based on Their Browsing Behaviors in an E-learning System.- Web-Based Tutoring System for Computer Security.- Face Recognition.- A Simple Illumination Normalization Algorithm for Face Recognition.- A Self-Adaptive Architecture and Its Application to Robust Face Identification.- Multimedia and Emotion.- Realizing Audio-Visually Triggered ELIZA-Like Non-verbal Behaviors.- Audio-to-Visual Conversion Using Hidden Markov Models.- Scripting the Bodies and Minds of Life-Like Characters.- An Affective Decision Making Agent Architecture Using Emotion Appraisals.- Poster Papers.- Logic Programming for Agents.- Evolutionary Multi-agents System for Prediction of Social Behavior in Large Cities.- Agent-Based Cooperative Distributed Tutoring Systems.- A Computational Model of Reasoning as Socially-Constructed Process.- Managing Information Complexity of Supply Chains via Agent-Based Genetic Programming.- Semantic Integration of E-business Models Based on Multi-layered Repository.- Randomization and Uncertain Inference.- Checkers Strategy Evolution with Speciated Neural Networks.- Generation and Optimization of Fuzzy Neural Network Structure.- FuzzyDrive: A Fuzzy Rule-Based Auto Pilot System.- Implementing NRDR Using OO Database Management System (OODBMS).- Using Ripple Down Rules for Actions and Planning.- A Generative Dependency Grammar.- Indonesian Morphological Parser with Minimum Connectivity Cost to Solve Ambiguities.- Target Word Selection Using WordNet and Data-Driven Models in Machine Translation.- A Study on Using Natural Language as a Computer Communication Protocol.- Automatic Indexing Based on Term Activities.- Answer Extraction by Flexible Matching, Filtering, and Interpretation.- A Statistical Identification and Verification Method for Biometrics.- Proposal of a Multimodal Dialogue Description Language.- Image Classification by Web Images.- Real-Time Face Detection and Tracking Using PCA and NN.- A Wrapper-Based Approach to Robot Learning Concepts from Images.- An Effective HMM-Based Intrusion Detection System with Privilege Change Event Modeling.- A Method on Improving of Enrolling Speed for the MLP-Based Speaker Verification System through Reducing Learning Data.- Syntactic Representations of Semantic Merging Operations.