2011

Research and Development in Intelligent Systems XXVIII

Incorporating Applications and Innovations in Intelligent Systems XIX Proceedings of AI-2011, the Thirty-first SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence

Editors:

ISBN: 978-1-4471-2317-0 (Print) 978-1-4471-2318-7 (Online)

Table of contents (29 chapters)

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  1. Front Matter

    Pages i-xiv

  2. Research and Development in Intelligent Systems XXVIII

    1. Front Matter

      Pages 1-3

    2. No Access

      Book Chapter

      Pages 5-18

      Random Prism: An Alternative to Random Forests

  3. Planning

    1. Front Matter

      Pages 19-19

    2. No Access

      Book Chapter

      Pages 21-34

      Exploiting Automatic Validation in Human Mission Planning

    3. No Access

      Book Chapter

      Pages 35-48

      Real-Time Path Planning using a Simulation-Based Markov Decision Process

    4. No Access

      Book Chapter

      Pages 49-62

      Using a Plan Graph with Interaction Estimates for Probabilistic Planning

  4. Evolutionary Algorithms

    1. Front Matter

      Pages 63-63

    2. No Access

      Book Chapter

      Pages 65-78

      A Hybrid Parallel Genetic Algorithm for the Winner Determination Problem in Combinatorial Auctions

    3. No Access

      Book Chapter

      Pages 79-92

      Validation Sets, Genetic Programming and Generalisation

    4. No Access

      Book Chapter

      Pages 93-106

      A Hyper-Heuristic Approach to Evolving Algorithms for Bandwidth Reduction Based on Genetic Programming

  5. Speech And Vision

    1. Front Matter

      Pages 107-107

    2. No Access

      Book Chapter

      Pages 109-122

      Two stage speaker verification using Self Organising Map and Multilayer Perceptron Neural Network

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      Book Chapter

      Pages 123-135

      Investigation into Computer vision methods to extract information for Context based image retrieval methods

  6. Machine Learning

    1. Front Matter

      Pages 137-137

    2. No Access

      Book Chapter

      Pages 139-152

      A Multimodal Biometric Fusion Approach based on Binary Particle Optimization

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      Book Chapter

      Pages 153-166

      Using Negation and Phrases in Inducing Rules for Text Classification

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      Book Chapter

      Pages 167-180

      Choosing a Case Base Maintenance Algorithm using a Meta-Case Base

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      Book Chapter

      Pages 181-194

      Successive Reduction of Arms in Multi-Armed Bandits

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      Book Chapter

      Pages 195-208

      2D Mass-spring-like Model for Prediction of a Sponge’s Behaviour upon Robotic Interaction

  7. Short Papers

    1. Front Matter

      Pages 209-209

    2. No Access

      Book Chapter

      Pages 211-216

      Quality Management Using Electrical Capacitance Tomography and Genetic Programming: A new Framework

    3. No Access

      Book Chapter

      Pages 217-221

      MOEA/D with DE and PSO: MOEA/D-DE+PSO

    4. No Access

      Book Chapter

      Pages 223-228

      Cross Organisational Compatible Plans Generation Framework

    5. No Access

      Book Chapter

      Pages 229-234

      A Neural Network for Counter-Terrorism

  8. Applications and Innovations in Intelligent Systems XIX

    1. Front Matter

      Pages 235-237

    2. No Access

      Book Chapter

      Pages 239-252

      Web Community Knowledge Extraction for myCBR 3

  9. Knowledge Discovery And Data Mining

    1. Front Matter

      Pages 253-253

    2. No Access

      Book Chapter

      Pages 255-268

      Web-Site Boundary Detection Using Incremental RandomWalk Clustering

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