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Advanced Topics in Artificial Intelligence

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

  • Conference proceedings
  • © 1999

Overview

Editors:
  1. Norman Foo

    1. School of Computer Science and Engineering, University of New South Wales, Sydney, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 1747)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Table of contents (54 papers)

  1. Front Matter

    Pages I-XV
    Download chapter PDF

  2. Machine Learning I

    1. Generating Rule Sets from Model Trees

      • Geoffrey Holmes, Mark Hall, Eibe Prank
      Pages 1-12

    2. Classifying and Learning Cricket Shots Using Camera Motion

      • Mihai Lazarescu, Svetha Venkatesh, Geoff West
      Pages 13-23

    3. Unsupervised Learning in Metagame

      • Graham E. Farr, David R. Powell
      Pages 24-35

  3. Neural Nets

    1. A Neural Networks Based Approach for Fast Mining Characteristic Rules

      • Monzurur Rahman, Xinghuo Yu, Bala Srinivasan
      Pages 36-47

    2. FANRE: A Fast Adaptive Neural Regression Estimator

      • Zhihua Zhou, Shifu Chen, Zhaoqian Chen
      Pages 48-59

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

      • Raouf Veliev, Alex Rubinov, Andrew Stranieri
      Pages 60-71

  4. Knowledge Representation I

    1. Semantic Integration of Databases Using Linguistic Knowledge

      • Jeong-Oog Lee, Doo-Kwon Baik
      Pages 72-83

    2. Representing ‘Just Invalid’ Knowledge

      • John Debenham
      Pages 84-95

    3. Maximising Expected Utility for Behaviour Arbitration

      • Julio K. Rosenblatt
      Pages 96-108

  5. Natural Language

    1. Generating Natural Language Descriptions of Project Plans

      • Margaret Wasko, Robert Dale
      Pages 109-121

    2. Categorizing Unknown Words: A Decision Tree-Based Misspelling Identifier

      • Janine Toole
      Pages 122-133

    3. Sync/Trans: Simultaneous Machine Interpretation between English and Japanese

      • Shigeki Matsubara, Katsuhiko Toyama, Yasuyoshi Inagaki
      Pages 134-143

  6. Belief Revision

    1. Minimal Belief Change and Pareto-Optimality

      • Oliver Schulte
      Pages 144-155

    2. Basic Infobase Change

      • Thomas Meyer
      Pages 156-167

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

      • Wei Liu, Mary-Anne Williams
      Pages 168-179

  7. Adaptive Algorithms

    1. Genetic Programming for Multiple Class Object Detection

      • Mengjie Zhang, Victor Ciesielski
      Pages 180-192

    2. A Simulated Annealing-Based Learning Algorithm for Boolean DNF

      • Andreas Albrecht, Kathleen Steinhöfel
      Pages 193-204

    3. Mutant: A Genetic Learning System

      • Stéphane Calderoni, Pierre Marcenac
      Pages 205-217

  8. Automated Reasoning

    1. Computing Least Common Subsumers in Expressive Description Logics

      • Thomas Mantay
      Pages 218-230
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Keywords

About this book

The 12th Australian Joint Conference on Artificial Intelligence (AI'QQ) held in Sydney, Australia, 6-10 December 1999, is the latest in a series of annual re­ gional meetings at which advances in artificial intelligence are reported. This series now attracts many international papers, and indeed the constitution of the program committee reflects this geographical diversity. Besides the usual tutorials and workshops, this year the conference included a companion sympo­ sium at which papers on industrial appUcations were presented. The symposium papers have been published in a separate volume edited by Eric Tsui. Ar99 is organized by the University of New South Wales, and sponsored by the Aus­ tralian Computer Society, the Commonwealth Scientific and Industrial Research Organisation (CSIRO), Computer Sciences Corporation, the KRRU group at Griffith University, the Australian Artificial Intelligence Institute, and Neuron- Works Ltd. Ar99 received over 120 conference paper submissions, of which about o- third were from outside Australia. Prom these, 39 were accepted for regular presentation, and a further 15 for poster display. These proceedings contain the full regular papers and extended summaries of the poster papers. All papers were refereed, mostly by two or three reviewers selected by members of the program committee, and a list of these reviewers appears later. The technical program comprised two days of workshops and tutorials, fol­ lowed by three days of conference and symposium plenary and paper sessions.

Editors and Affiliations

  • School of Computer Science and Engineering, University of New South Wales, Sydney, Australia

    Norman Foo

Bibliographic Information

  • Book Title: Advanced Topics in Artificial Intelligence

  • Book Subtitle: 12th Australian Joint Conference on Artificial Intelligence, AI'99, Sydney, Australia, December 6-10, 1999, Proceedings

  • Editors: Norman Foo

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/3-540-46695-9

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 1999

  • Softcover ISBN: 978-3-540-66822-0Published: 26 November 1999

  • eBook ISBN: 978-3-540-46695-6Published: 07 December 2007

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XVI, 508

  • Topics: Artificial Intelligence

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