AI 2013: Advances in Artificial Intelligence

1. Front Matter

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2. Agents

   1. A Logical Framework of Bargaining with Integrity Constraints

      • Xiaoxin Jing, Dongmo Zhang, Xudong Luo

      Pages 1-13

   2. Security Games with Ambiguous Information about Attacker Types

      • Youzhi Zhang, Xudong Luo, Wenjun Ma

      Pages 14-25

   3. A Mechanism to Improve Efficiency for Negotiations with Incomplete Information

      • Quoc Bao Vo

      Pages 26-31

3. AI Applications

   1. Protein Fold Recognition Using an Overlapping Segmentation Approach and a Mixture of Feature Extraction Models

      • Abdollah Dehzangi, Kuldip Paliwal, Alok Sharma, James Lyons, Abdul Sattar

      Pages 32-43

   2. Neighborhood Selection in Constraint-Based Local Search for Protein Structure Prediction

      • Swakkhar Shatabda, M. A. Hakim Newton, Abdul Sattar

      Pages 44-55

   3. On Caching for Local Graph Clustering Algorithms

      • René Speck, Axel-Cyrille Ngonga Ngomo

      Pages 56-67

   4. Provenance-Based Trust Estimation for Service Composition

      • Jing Jiang, Quan Bai

      Pages 68-73

   5. 3D EEG Source Localisation: A Preliminary Investigation Using MML

      • Thi Han Kyaw, David L. Dowe

      Pages 74-79

   6. DEPTH: A Novel Algorithm for Feature Ranking with Application to Genome-Wide Association Studies

      • Enes Makalic, Daniel F. Schmidt, John L. Hopper

      Pages 80-85

4. Cognitive Modelling

   1. Evidence for Response Consistency Supports Polychronous Neural Groups as an Underlying Mechanism for Representation and Memory

      • Mira Guise, Alistair Knott, Lubica Benuskova

      Pages 86-97

   2. A Neural Network Model of Visual Attention and Group Classification, and Its Performance in a Visual Search Task

      • Hayden Walles, Anthony Robins, Alistair Knott

      Pages 98-103

   3. Affect Detection from Virtual Drama

      • Li Zhang, John Barnden, Alamgir Hossain

      Pages 104-109

5. Computer Vision

   1. A One-Shot Learning Approach to Image Classification Using Genetic Programming

      • Harith Al-Sahaf, Mengjie Zhang, Mark Johnston

      Pages 110-122

   2. Event Detection Using Quantized Binary Code and Spatial-Temporal Locality Preserving Projections

      • Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford

      Pages 123-134

   3. Growing Neural Gas Video Background Model (GNG-BM)

      • Munir Shah, Jeremiah D. Deng, Brendon J. Woodford

      Pages 135-147

   4. Sparse Principal Component Analysis via Joint L _2,1-Norm Penalty

      • Shi Xiaoshuang, Lai Zhihui, Guo Zhenhua, Wan Minghua, Zhao Cairong, Kong Heng

      Pages 148-159

   5. Image Segmentation with Adaptive Sparse Grids

      • Benjamin Peherstorfer, Julius Adorf, Dirk Pflüger, Hans-Joachim Bungartz

      Pages 160-165

6. Constraint Satisfaction, Search and Optimisation

   1. Diversify Intensification Phases in Local Search for SAT with a New Probability Distribution

      • Thach-Thao Duong, Duc-Nghia Pham, Abdul Sattar

      Pages 166-177

   2. A New Efficient In Situ Sampling Model for Heuristic Selection in Optimal Search

      • Santiago Franco, Michael W. Barley, Patricia J. Riddle

      Pages 178-189

This book constitutes the refereed proceedings of the 26th Australasian Joint Conference on Artificial Intelligence, AI 2013, held in Dunedin, New Zealand, in December 2013. The 35 revised full papers and 19 revised short papers presented were carefully reviewed and selected from 120 submissions. The papers are organized in topical sections as agents; AI applications; cognitive modelling; computer vision; constraint satisfaction, search and optimisation; evolutionary computation; game playing; knowledge representation and reasoning; machine learning and data mining; natural language processing and information retrieval; planning and scheduling.

• evolutionary algorithm
• image analysis
• optimization problem
• recommender systems
• social network analysis
• algorithm analysis and problem complexity

• Department of Information Science, University of Otago, Dunedin, New Zealand

  Stephen Cranefield

• Macquarie University, Sydney, Australia

  Abhaya Nayak

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