AI 2010: Advances in Artificial Intelligence

1. Front Matter

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2. Knowledge Representation and Reasoning

   1. Pushing the Envelope: General Game Players Prove Theorems

      • Sebastian Haufe, Michael Thielscher

      Pages 1-10

   2. Temporal Belief-Change: κ-functions Approach

      • Armin Hezart, Abhaya Nayak, Mehmet A. Orgun

      Pages 11-21

   3. Resource-Sensitive Reasoning with Sequential Information

      • Norihiro Kamide, Ken Kaneiwa

      Pages 22-31

   4. Frame-Based Dialogue Management Automated Error Recovery Approach

      • Tomáš Nestorovič

      Pages 32-41

   5. Characterizing Relevant Belief Revision Operators

      • Laurent Perrussel, Jerusa Marchi, Dongmo Zhang

      Pages 42-51

   6. Belief Erasure Using Partial Imaging

      • Raghav Ramachandran, Abhaya C. Nayak, Mehmet A. Orgun

      Pages 52-61

   7. The Impact of Qualification on the Application of Qualitative Spatial and Temporal Reasoning Calculi

      • Carl Schultz, Robert Amor, Hans W. Guesgen

      Pages 62-71

   8. Two Methods for Constructing Horn Contractions

      • Zhi Qiang Zhuang, Maurice Pagnucco

      Pages 72-81

3. Data Mining and Knowledge Discovery

   1. Database Normalization as a By-product of Minimum Message Length Inference

      • David L. Dowe, Nayyar Abbas Zaidi

      Pages 82-91

   2. A Heuristic on Effective and Efficient Clustering on Uncertain Objects

      • Edward Hung, Lei Xu, Chi-Cheong Szeto

      Pages 92-101

   3. A New Supervised Term Ranking Method for Text Categorization

      • Musa Mammadov, John Yearwood, Lei Zhao

      Pages 102-111

   4. A Comparative Study of a Practical Stochastic Clustering Method with Traditional Methods

      • Swee Chuan Tan, Kai Ming Ting, Shyh Wei Teng

      Pages 112-121

   5. An Effective Pattern Based Outlier Detection Approach for Mixed Attribute Data

      • Ke Zhang, Huidong Jin

      Pages 122-131

   6. Incremental Projection Vector Machine: A One-Stage Learning Algorithm for High-Dimension Large-Sample Dataset

      • Qinghua Zheng, Xin Wang, Wanyu Deng, Jun Liu, Xiyuan Wu

      Pages 132-141

4. Machine Learning

   1. Model-Based Viewpoint Invariant Human Activity Recognition from Uncalibrated Monocular Video Sequence

      • Zaw Zaw Htike, Simon Egerton, Ye Chow Kuang

      Pages 142-152

   2. On Optimizing Locally Linear Nearest Neighbour Reconstructions Using Prototype Reduction Schemes

      • Sang-Woon Kim, B. John Oommen

      Pages 153-163

   3. Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification

      • Gjorgji Madjarov, Dejan Gjorgjevikj, Tomche Delev

      Pages 164-173

   4. Newton Trees

      • Fernando Martínez-Plumed, Vicent Estruch, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana

      Pages 174-183

   5. Learning Parse-Free Event-Based Features for Textual Entailment Recognition

      • Bahadorreza Ofoghi, John Yearwood

      Pages 184-193

This book constitutes the refereed proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence, AI 2010, held in Adelaide, Australia, in December 2010. The 52 revised full papers presented were carefully reviewed and selected from 112 submissions. The papers are organized in topical sections on knowledge representation and reasoning; data mining and knowledge discovery; machine learning; statistical learning; evolutionary computation; particle swarm optimization; intelligent agent; search and planning; natural language processing; and AI applications.

• computational intelligence
• data mining
• intelligent agents
• machine learning
• natural language processing

• School of Computer and Information Science, University of South Australia, Mawson Lakes, Australia

  Jiuyong Li

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