Name: AI 2010: Advances in Artificial Intelligence
ISBN: 978-3-642-17432-2

Editors:

Jiuyong Li⁰

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)

Conference series link(s): AI: Australasian Joint Conference on Artificial Intelligence

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Table of contents (52 papers)

Front Matter

PDF
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
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
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

Other Volumes

AI 2010: Advances in Artificial Intelligence

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.

Keywords

computational intelligence
data mining
intelligent agents
machine learning
natural language processing

Editors and Affiliations

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

Jiuyong Li

Bibliographic Information

Book Title: AI 2010: Advances in Artificial Intelligence
Book Subtitle: 23rd Australasian Joint Conference, Adelaide, Australia, December 7-10, 2010. Proceedings
Editors: Jiuyong Li
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-642-17432-2
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Berlin Heidelberg 2011
Softcover ISBN: 978-3-642-17431-5Published: 22 November 2010
eBook ISBN: 978-3-642-17432-2Published: 23 November 2010
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVII, 528
Number of Illustrations: 145 b/w illustrations
Topics: Artificial Intelligence, Computer and Information Systems Applications, Information Storage and Retrieval, Database Management, Data Mining and Knowledge Discovery, Theory of Computation

Editors:

Sections

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Table of contents (52 papers)

Front Matter

Knowledge Representation and Reasoning

Data Mining and Knowledge Discovery

Machine Learning