AI 2003: Advances in Artificial Intelligence: 16th Australian Conference on AI, Perth, Australia, December 3-5, 2003. Proceedings [1 ed.] 3540206469, 9783540206460

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 -