AI 2007: Advances in Artificial Intelligence

20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007. Proceedings

Editors:

ISBN: 978-3-540-76926-2 (Print) 978-3-540-76928-6 (Online)

Table of contents (101 chapters)

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  1. Front Matter

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  2. Invited Talks

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      Pages 1-13

      A UAV Search and Rescue Scenario with Human Body Detection and Geolocalization

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      Pages 14-14

      Social Agents

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      Pages 15-15

      Globally Optimal Solutions to Vision Using Convex and Quasi-convex Optimization

  3. Machine Learning

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      Pages 16-25

      Efficient Learning of Bayesian Network Classifiers

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      Pages 26-35

      Mixture of the Robust L1 Distributions and Its Applications

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      Pages 36-47

      On Using a Hierarchy of Twofold Resource Allocation Automata to Solve Stochastic Nonlinear Resource Allocation Problems

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      Pages 48-57

      An Investigation into the Interaction Between Feature Selection and Discretization: Learning How and When to Read Numbers

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      Pages 58-67

      Safe State Abstraction and Reusable Continuing Subtasks in Hierarchical Reinforcement Learning

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      Pages 68-79

      Local Learning Algorithm for Markov Blanket Discovery

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      Pages 80-89

      A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited Data

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      Pages 90-99

      New Options for Hoeffding Trees

  4. Neural Networks

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      Pages 100-109

      Avoiding Local Minima in Feedforward Neural Networks by Simultaneous Learning

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      Pages 110-119

      Some Analysis on the Network of Bursting Neurons: Quantifying Behavioral Synchronization

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      Pages 120-129

      Comparative Analysis of Multiple Neural Networks for Online Identification of a UAV

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      Pages 130-139

      Prediction of Polysomnographic Measurements

  5. Evolutionary Computing

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      Pages 140-149

      An Adaptive Approach for QoS-Aware Web Service Composition Using Cultural Algorithms

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      Pages 150-159

      A Genetic Programming Approach to Extraction of Glycan Motifs Using Tree Structured Patterns

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      Pages 160-170

      Feature Construction and Dimension Reduction Using Genetic Programming

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      Pages 171-180

      Adjusting Population Distance for the Dual-Population Genetic Algorithm

  6. Constraint Satisfaction

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      Pages 181-190

      An Improved Concurrent Search Algorithm for Distributed CSPs

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