Advanced Topics in Artificial Intelligence: 12th Australian Joint Conference on Artificial Intelligence, AI’99 Sydney, Australia, December 6–10, 1999 Proceedings

Generating Rule Sets from Model Trees....Pages 1-12
Classifying and Learning Cricket Shots Using Camera Motion....Pages 13-23
Unsupervised Learning in Metagame....Pages 24-35
A Neural Networks Based Approach for Fast Mining Characteristic Rules....Pages 36-47
FANRE: A Fast Adaptive Neural Regression Estimator....Pages 48-59
Neural Networks for Defuzification of Fuzzy Rules: An Application in Macroeconomic Forecasting....Pages 60-71
Semantic Integration of Databases Using Linguistic Knowledge....Pages 72-83
Representing ‘Just Invalid’ Knowledge....Pages 84-95
Maximising Expected Utility for Behaviour Arbitration....Pages 96-108
Generating Natural Language Descriptions of Project Plans....Pages 109-121
Categorizing Unknown Words: A Decision Tree-Based Misspelling Identifier....Pages 122-133
Sync/Trans: Simultaneous Machine Interpretation between English and Japanese....Pages 134-143
Minimal Belief Change and Pareto-Optimality....Pages 144-155
Basic Infobase Change....Pages 156-167
A Framework for Multi-Agent Belief Revision Part I: The Role of Ontology....Pages 168-179
Genetic Programming for Multiple Class Object Detection....Pages 180-192
A Simulated Annealing-Based Learning Algorithm for Boolean DNF....Pages 193-204
 Mutant : A Genetic Learning System....Pages 205-217
Computing Least Common Subsumers in Expressive Description Logics....Pages 218-230
E-SETHEO: Design, Configuration and Use of a Parallel Automated Theorem Prover....Pages 231-243
PTTP+GLiDeS: Guiding Linear Deductions with Semantics....Pages 244-254
Neural Network Learning Using Low-Discrepancy Sequence....Pages 255-267
An Investigation into the Effect of Ensemble Size and Voting Threshold on the Accuracy of Neural Network Ensembles....Pages 268-277
Neurofuzzy Learning of Mobile Robot Behaviours....Pages 278-290
 INDu : An Interval & Duration Network....Pages 291-303
A Logical Framework for Inductive Inference and Its Rationality....Pages 304-315
Semantics for Pollock’s Defeasible Reasoning....Pages 316-327
Feasibility of Optimised Disjunctive Reasoning for Approximate Matching....Pages 328-339
An Examination of Probabilistic Value-Ordering Heuristics....Pages 340-352
Heuristics and Experiments on BDD Representation of Boolean Functions for Expert Systems in Software Verification Domains....Pages 353-364
Abduction without Minimality....Pages 365-377
Causal Propagation Semantics — A Study....Pages 378-392
Arc Weights for Approximate Evaluation of Dynamic Belief Networks....Pages 393-404
Finding Outpoints in Noisy Binary Sequences — A Revised Empirical Evaluation....Pages 405-416
 Q -Learning in Continuous State and Action Spaces....Pages 417-428
On Understanding Global Behavior of Teams in Robot Soccer Simulators....Pages 429-439
Visual Human-Machine Interaction....Pages 440-452
Applying Ant Algorithms and the No Fit Polygon to the Nesting Problem....Pages 453-464
Fisheye Matching: Viewpoint-Sensitive Feature Generation Based on Concept Structure....Pages 465-466
A Procedural Approach for Rule Based Update....Pages 467-468
Learning Logic Programs with Local Variables from Positive Examples....Pages 469-471
Estimating Problem Value in an Intelligent Tutoring System Using Bayesian Networks....Pages 472-473
Evaluation of Number-Kanji Translation Method of Non-Segmented Japanese Sentences Using Inductive Learning with Degenerated Input....Pages 474-475
A Serving Agent for Integrating Soft Computing and Software Agents....Pages 476-477
A Visual Geographic Knowledge Classification and Its Relationship to the KADS Model....Pages 478-479
A Constraint Optimization Framework for MultiAgent Anytime Scheduling....Pages 480-481
Evolving Modular Neural Networks Using Rule-Based Genetic Programming....Pages 482-483
A Trajectory Approach to Causality....Pages 484-485
Bayesian Reasoning for Diagnosing Student Misconceptions about Decimals....Pages 486-487
Reconsidering Fitness and Convergence in Co-evolutionary Design....Pages 488-489
A Proposal of Generating Artistic Japanese Calligraphic Fonts....Pages 490-491
Using Competitive Learning in Neural Networks for Cluster-Detection-and-Labeling....Pages 492-493
Knowledge-Based Communication Processes in Building Design....Pages 494-495
Information-Based Cooperation in Multiple Agent Systems....Pages 496-498