AI 2012: Advances in Artificial Intelligence

25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings

Editors:

ISBN: 978-3-642-35100-6 (Print) 978-3-642-35101-3 (Online)

Table of contents (76 chapters)

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  1. Front Matter

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  2. Agents

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      Pages 1-14

      Measuring the Performance of Online Opponent Models in Automated Bilateral Negotiation

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      Pages 15-26

      Optimistic Agents Are Asymptotically Optimal

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      Pages 27-38

      An Enhanced Multi-Agent System with Evolution Mechanism to Approximate Physarum Transport Networks

  3. Applications

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      Pages 39-48

      Predicting Shellfish Farm Closures with Class Balancing Methods

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      Pages 49-60

      Automatic Han Chinese Folk Song Classification Using Extreme Learning Machines

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      Pages 61-72

      People-to-People Recommendation Using Multiple Compatible Subgroups

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      Pages 73-84

      Automatic Scoring of Erythema and Scaling Severity in Psoriasis Diagnosis

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      Pages 85-94

      A Multilayered Ensemble Architecture for the Classification of Masses in Digital Mammograms

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      Pages 95-106

      Refined Distractor Generation with LSA and Stylometry for Automated Multiple Choice Question Generation

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      Pages 107-119

      A New Genetic Algorithm for Simplified Protein Structure Prediction

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      Pages 120-131

      Generating Realistic Online Auction Data

  4. Computer Vision

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      Pages 132-143

      A Robust Global Motion Estimation for Digital Video Stabilization

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      Pages 144-155

      Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection

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      Pages 156-169

      An Abstract Deep Network for Image Classification

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      Pages 170-181

      A Dynamic Approach for Detecting Naturalistic Affective States from Facial Videos during HCI

  5. Constraints and Search

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      Pages 182-193

      A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing

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      Pages 194-205

      On the Violation of Circuits in Decomposable Negation Normal Form

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      Pages 206-217

      The RegularGcc Matrix Constraint

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      Pages 218-229

      A Method to Avoid Duplicative Flipping in Local Search for SAT

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      Pages 230-241

      Anytime Algorithms for Biobjective Heuristic Search

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