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AI 2010: Advances in Artificial Intelligence

23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings

  • Conference proceedings
  • © 2011

Overview

Editors:
  1. Jiuyong Li

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6464)

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

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Conference proceedings info: AI 2010.

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Table of contents (52 papers)

  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
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Other volumes

  1. AI 2010: Advances in Artificial Intelligence

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About this book

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.

Editors and Affiliations

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

    Jiuyong Li

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