Advanced Topics in Artificial Intelligence

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

Editors:

ISBN: 978-3-540-66822-0 (Print) 978-3-540-46695-6 (Online)

Table of contents (54 chapters)

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  1. Machine Learning I

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      Pages 1-12

      Generating Rule Sets from Model Trees

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      Pages 13-23

      Classifying and Learning Cricket Shots Using Camera Motion

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      Pages 24-35

      Unsupervised Learning in Metagame

  2. Neural Nets

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      Pages 36-47

      A Neural Networks Based Approach for Fast Mining Characteristic Rules

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      Pages 48-59

      FANRE: A Fast Adaptive Neural Regression Estimator

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      Pages 60-71

      Neural Networks for Defuzification of Fuzzy Rules: An Application in Macroeconomic Forecasting

  3. Knowledge Representation I

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      Pages 72-83

      Semantic Integration of Databases Using Linguistic Knowledge

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      Pages 84-95

      Representing ‘Just Invalid’ Knowledge

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      Pages 96-108

      Maximising Expected Utility for Behaviour Arbitration

  4. Natural Language

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      Pages 109-121

      Generating Natural Language Descriptions of Project Plans

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      Pages 122-133

      Categorizing Unknown Words: A Decision Tree-Based Misspelling Identifier

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      Pages 134-143

      Sync/Trans: Simultaneous Machine Interpretation between English and Japanese

  5. Belief Revision

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      Pages 144-155

      Minimal Belief Change and Pareto-Optimality

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      Pages 156-167

      Basic Infobase Change

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      Pages 168-179

      A Framework for Multi-Agent Belief Revision Part I: The Role of Ontology

  6. Adaptive Algorithms

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      Pages 180-192

      Genetic Programming for Multiple Class Object Detection

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      Pages 193-204

      A Simulated Annealing-Based Learning Algorithm for Boolean DNF

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      Pages 205-217

      Mutant: A Genetic Learning System

  7. Automated Reasoning

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      Pages 218-230

      Computing Least Common Subsumers in Expressive Description Logics

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      Pages 231-243

      E-SETHEO: Design, Configuration and Use of a Parallel Automated Theorem Prover

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