Artificial Intelligence Applications and Innovations

8th IFIP WG 12.5 International Conference, AIAI 2012, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part I


ISBN: 978-3-642-33408-5 (Print) 978-3-642-33409-2 (Online)

Table of contents (50 chapters)

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  1. Front Matter

    Pages -

  2. ANN-Classification and Pattern Recognition

    1. Chapter

      Pages 1-10

      A Probabilistic Approach to Organic Component Detection in Leishmania Infected Microscopy Images

    2. Chapter

      Pages 11-18

      Combination of M-Estimators and Neural Network Model to Analyze Inside/Outside Bark Tree Diameters

    3. Chapter

      Pages 19-27

      Multi-classify Hybrid Multilayered Perceptron (HMLP) Network for Pattern Recognition Applications

    4. Chapter

      Pages 28-36

      Support Vector Machine Classification of Protein Sequences to Functional Families Based on Motif Selection

  3. Optimization-Genetic Algorithms

    1. Chapter

      Pages 37-47

      A Multi-objective Genetic Algorithm for Software Development Team Staffing Based on Personality Types

    2. Chapter

      Pages 48-57

      An Empirical Comparison of Several Recent Multi-objective Evolutionary Algorithms

    3. Chapter

      Pages 58-67

      Fine Tuning of a Wet Clutch Engagement by Means of a Genetic Algorithm

  4. Artificial Neural Networks

    1. Chapter

      Pages 68-77

      A Representational MDL Framework for Improving Learning Power of Neural Network Formalisms

    2. Chapter

      Pages 78-87

      On the Design and Training of Bots to Play Backgammon Variants

    3. Chapter

      Pages 88-96

      Surrogate Modelling of Solutions of Integral Equations by Neural Networks

  5. Learning and Data Mining

    1. Chapter

      Pages 97-106

      A Regularization Network Committee Machine of Isolated Regularization Networks for Distributed Privacy Preserving Data Mining

    2. Chapter

      Pages 107-116

      Improved POS-Tagging for Arabic by Combining Diverse Taggers

    3. Chapter

      Pages 117-125

      Multithreaded Implementation of the Slope One Algorithm for Collaborative Filtering

    4. Chapter

      Pages 126-135

      Experimental Identification of Pilot Response Using Measured Data from a Flight Simulator

    5. Chapter

      Pages 136-145

      A Probabilistic Knowledge-Based Information System for Environmental Policy Modeling and Decision Making

    6. Chapter

      Pages 146-156

      Conceptualization and Significance Study of a New Appliation CS-MIR

    7. Chapter

      Pages 157-163

      Physical Bongard Problems

    8. Chapter

      Pages 164-174

      Taxonomy Development and Its Impact on a Self-learning e-Recruitment System

  6. Fuzzy Logic

    1. Chapter

      Pages 175-184

      Fuzzy Energy-Based Active Contours Exploiting Local Information

    2. Chapter

      Pages 185-195

      Fuzzy Friction Modeling for Adaptive Control of Mechatronic Systems

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