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AI 2005: Advances in Artificial Intelligence

18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings

  • Conference proceedings
  • © 2005

Overview

Editors:
  1. Shichao Zhang

    1. Guangxi Normal University, College of CS and IT, Guilin, China, and University of Technology, Faculty of Engineering and Information Technology, Sydney, Australia

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  2. Ray Jarvis

    1. Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, Australia

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 3809)

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

Included in the following conference series:

Conference proceedings info: AI 2005.

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Table of contents (199 papers)

  1. Front Matter

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  3. PART I: AI Foundations and Technologies

    1. Logic and Reasoning

      1. Model Updating CTL Systems
        • Yulin Ding, Yan Zhang
        Pages 5-16
      2. Model Checking for PRS-Like Agents
        • Wayne Wobcke, Marc Chee, Krystian Ji
        Pages 17-28
      3. A Fibred Belief Logic for Multi-agent Systems
        • Chuchang Liu, Maris A. Ozols, Mehmet A. Orgun
        Pages 29-38
      4. Inconsistency-Based Strategy for Clarifying Vague Software Requirements
        • Kedian Mu, Zhi Jin, Ruqian Lu
        Pages 39-48
      5. Conditioning Graphs: Practical Structures for Inference in Bayesian Networks
        • Kevin Grant, Michael C. Horsch
        Pages 49-59
      6. Reasoning with the Outcomes of Plan Execution in Intentional Agents
        • Timothy William Cleaver, Abdul Sattar, Kewen Wang
        Pages 60-69
      7. Tie Breaking in Clause Weighting Local Search for SAT
        • Valnir Ferreira Jr., John Thornton
        Pages 70-81
      8. Syntactic and Semantic Disambiguation of Numeral Strings Using an N-Gram Method
        • Kyongho Min, William H. Wilson, Yoo-Jin Moon
        Pages 82-91

    2. Machine Learning

      1. Locating Regions of Interest in CBIR with Multi-instance Learning Techniques
        • Zhi-Hua Zhou, Xiao-Bing Xue, Yuan Jiang
        Pages 92-101
      2. Ensemble Selection for SuperParent-One-Dependence Estimators
        • Ying Yang, Kevin Korb, Kai Ming Ting, Geoffrey I. Webb
        Pages 102-112
      3. Global Versus Local Constructive Function Approximation for On-Line Reinforcement Learning
        • Peter Vamplew, Robert Ollington
        Pages 113-122
      4. Any-Cost Discovery: Learning Optimal Classification Rules
        • Ailing Ni, Xiaofeng Zhu, Chengqi Zhang
        Pages 123-132
      5. Preprocessing Time Series Data for Classification with Application to CRM
        • Yiming Yang, Qiang Yang, Wei Lu, Jialin Pan, Rong Pan, Chenhui Lu et al.
        Pages 133-142
      6. Combining Contents and Citations for Scientific Document Classification
        • Minh Duc Cao, Xiaoying Gao
        Pages 143-152
      7. Machine Learning Approach to Realtime Intrusion Detection System
        • Byung-Joo Kim, Il Kon Kim
        Pages 153-163
      8. Structural Abstraction Experiments in Reinforcement Learning
        • Robert Fitch, Bernhard Hengst, Dorian Šuc, Greg Calbert, Jason Scholz
        Pages 164-175
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  1. AI 2005: Advances in Artificial Intelligence

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About this book

The 18th Australian Joint Conference on Artificial Intelligence (AI 2005) was held at the University of Technology, Sydney (UTS), Sydney, Australia from 5 to 9 December 2005. AI 2005 attracted a historical record number of submissions, a total of 535 papers. The review process was extremely selective. Out of these 535 submissions, the Program Chairs selected only 77 (14.4%) full papers and 119 (22.2%) short papers based on the review reports, making an acceptance rate of 36.6% in total. Authors of the accepted papers came from over 20 countries. This volume of the proceedings contains the abstracts of three keynote speeches and all the full and short papers. The full papers were categorized into three broad sections, namely: AI foundations and technologies, computational intelligence, and AI in specialized domains. AI 2005 also hosted several tutorials and workshops, providing an interacting mode for specialists and scholars from Australia and other countries. Ronald R. Yager, Geoff Webb and David Goldberg (in conjunction with ACAL05) were the distinguished researchers invited to give presentations. Their contributions to AI 2005 are really appreciated.

Editors and Affiliations

  • Guangxi Normal University, College of CS and IT, Guilin, China, and University of Technology, Faculty of Engineering and Information Technology, Sydney, Australia

    Shichao Zhang

  • Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, Australia

    Ray Jarvis

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