AI 2003: Advances in Artificial Intelligence: 16th Australian Conference on AI, Perth, Australia, December 3-5, 2003. Proceedings [1 ed.]
3540206469, 9783540206460
Consider the problem of a robot (algorithm, learning mechanism) moving along the real line attempting to locate a partic
Table of contents : Front Matter....Pages - Discovery of Emerging Patterns and Their Use in Classification....Pages 1-11 Robot Soccer: Science or Just Fun and Games?....Pages 12-23 On How to Learn from a Stochastic Teacher or a Stochastic Compulsive Liar of Unknown Identity....Pages 24-40 Multimedia Analysis and Synthesis....Pages 41-52 Modelling Message Handling System....Pages 53-64 A New Approach for Concept-Based Web Search....Pages 65-76 Representing the Spatial Relations in the Semantic Web Ontologies....Pages 77-87 Inductive Construction of Ontologies from Formal Concept Analysis....Pages 88-99 Dynamic Variable Filtering for Hard Random 3-SAT Problems....Pages 100-111 A Proposal of an Efficient Crossover Using Fitness Prediction and Its Application....Pages 112-124 A New Hybrid Genetic Algorithm for the Robust Graph Coloring Problem....Pages 125-136 Estimating Problem Metrics for SAT Clause Weighting Local Search....Pages 137-149 Information Extraction via Path Merging....Pages 150-160 Natural Language Agreement Description for Reversible Grammars....Pages 161-172 Token Identification Using HMM and PPM Models....Pages 173-185 Korean Compound Noun Term Analysis Based on a Chart Parsing Technique....Pages 186-195 A Language Modeling Approach to Search Distributed Text Databases....Pages 196-207 Combining Multiple Host-Based Detectors Using Decision Tree....Pages 208-220 Association Rule Discovery with Unbalanced Class Distributions....Pages 221-232 Efficiently Mining Frequent Patterns from Dense Datasets Using a Cluster of Computers....Pages 233-244 Weighted MCRDR: Deriving Information about Relationships between Classifications in MCRDR....Pages 245-255 Fuzzy Cognitive Map Learning Based on Nonlinear Hebbian Rule....Pages 256-268 MML Inference of Decision Graphs with Multi-way Joins and Dynamic Attributes....Pages 269-281 Selection of Parameters in Building Fuzzy Decision Trees....Pages 282-292 Tool Condition Monitoring in Drilling Using Artificial Neural Networks....Pages 293-301 Software Verification of Redundancy in Neuro-Evolutionary Robotics....Pages 302-314 A Firearm Identification System Based on Neural Network....Pages 315-326 Predicting the Australian Stock Market Index Using Neural Networks Exploiting Dynamical Swings and Intermarket Influences....Pages 327-338 A Tableaux System for Deontic Interpreted Systems....Pages 339-351 Decidability of Propositionally Quantified Logics of Knowledge....Pages 352-363 Some Logics of Belief and Disbelief....Pages 364-376 Axiomatic Analysis of Negotiation Protocols....Pages 377-389 A Probabilistic Line Breaking Algorithm....Pages 390-401 Semiring-Valued Satisfiability....Pages 402-413 A Defeasible Logic of Policy-Based Intention....Pages 414-426 Dynamic Agent Ordering in Distributed Constraint Satisfaction Problems....Pages 427-439 On Why Discretization Works for Naive-Bayes Classifiers....Pages 440-452 Adjusting Dependence Relations for Semi-Lazy TAN Classifiers....Pages 453-465 Reduction of Non Deterministic Automata for Hidden Markov Model Based Pattern Recognition Applications....Pages 466-476 Unsupervised Learning of Correlated Multivariate Gaussian Mixture Models Using MML....Pages 477-489 Cooperative Learning in Self-Organizing E-Learner Communities Based on a Multi-Agents Mechanism....Pages 490-500 The Effects of Material, Tempo and Search Depth on Win-Loss Ratios in Chess....Pages 501-510 Using Multiple Classification Ripple Down Rules for Intelligent Tutoring System’s Knowledge Acquisition....Pages 511-519 Model-Based Reinforcement Learning for Alternating Markov Games....Pages 520-531 HLabelSOM: Automatic Labelling of Self Organising Maps toward Hierarchical Visualisation for Information Retrieval....Pages 532-543 Using Images to Compare Two Constructive Network Techniques....Pages 544-553 Pareto Neuro-Ensembles....Pages 554-566 Predicting the Distribution of Discrete Spatial Events Using Artificial Neural Networks....Pages 567-577 Learning Action Selection Network of Intelligent Agent....Pages 578-589 A Dynamic Self-Organizing E-Learner Communities with Improved Multi-agent Matchmaking Algorithm....Pages 590-600 Learning to Survive: Increased Learning Rates by Communication in a Multi-agent System....Pages 601-611 An Infrastructure for Agent Collaboration in Open Environments....Pages 612-623 Fingerprint Images Segmentation Using Two Stages Coarse to Fine Discrimination Technique....Pages 624-632 Automatic Fingerprint Center Point Determination by Using Modified Directional Field and Morphology....Pages 633-640 Convolutional Neural Networks for Image Processing: An Application in Robot Vision....Pages 641-652 Towards Automated Creation of Image Interpretation Systems....Pages 653-665 Dealing with Decision Costs in CBR in Medical Applications....Pages 666-676 A Case Study in Feature Invention for Breast Cancer Diagnosis Using X-Ray Scatter Images....Pages 677-685 Effectiveness of A Direct Speech Transform Method Using Inductive Learning from Laryngectomee Speech to Normal Speech....Pages 686-698 Robustness for Evaluating Rule’s Generalization Capability in Data Mining....Pages 699-709 Choosing Learning Algorithms Using Sign Tests with High Replicability....Pages 710-722 Evaluating a Nearest-Neighbor Method to Substitute Continuous Missing Values....Pages 723-734 Single-Class Classification Augmented with Unlabeled Data: A Symbolic Approach....Pages 735-746 C3: A New Learning Scheme to Improve Classification of Rare Category Emails....Pages 747-758 A New Approach for Scientific Citation Classification Using Cue Phrases....Pages 759-771 Automatic Dialogue Segmentation Using Discourse Chunking....Pages 772-782 On Using Prototype Reduction Schemes and Classifier Fusion Strategies to Optimize Kernel-Based Nonlinear Subspace Methods....Pages 783-795 Noise Tolerance of EP-Based Classifiers....Pages 796-806 Guided Operators for a Hyper-Heuristic Genetic Algorithm....Pages 807-820 Translating Novelty of Business Model into Terms of Modal Logics....Pages 821-832 An eNegotiation Framework....Pages 833-846 Teaching Computational Intelligent Techniques with Real-Life Problems in Stock Trading....Pages 847-856 Finding Optimal Architectures and Weights for ANN: A Combined Hierarchical Approach....Pages 857-865 Race Car Chassis Tuning Using Artificial Neural Networks....Pages 866-877 Applications of Soft Computing for Musical Instrument Classification....Pages 878-889 Nonlinear Time Series Prediction Based on Lyapunov Theory-Based Fuzzy Neural Network and Multiobjective Genetic Algorithm....Pages 890-898 A Unified Stochastic Architecture for Spoken Dialogue Systems....Pages 899-909 Evaluating Corpora for Named Entity Recognition Using Character-Level Features....Pages 910-921 Active Learning: Applying RinSCut Thresholding Strategy to Uncertainty Sampling....Pages 922-932 The Effect of Evolved Attributes on Classification Algorithms....Pages 933-941 Semi-Automatic Construction of Metadata from a Series of Web Documents....Pages 942-953 Constructive Plausible Logic Is Relatively Consistent....Pages 954-965 Heuristic Search Algorithms Based on Symbolic Data Structures....Pages 966-978 BN+BN: Behavior Network with Bayesian Network for Intelligent Agent....Pages 979-991 Effectiveness of Syntactic Information for Document Classification....Pages 992-1002 Off-Line Signature Verification and Forgery Detection System Based on Fuzzy Modeling....Pages 1003-1013 Case Study: A Course Advisor Expert System....Pages 1014-1026 Applications of the Ecological Visualization System Using Artificial Neural Network and Mathematical Analysis....Pages 1027-1037 Dynamic Games to Assess Network Value and Performance....Pages 1038-1050 Design and Implementation of an Intelligent Information Infrastructure....Pages 1051-1062 MML Classification of Music Genres....Pages 1063-1071 Back Matter....Pages -