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Artificial Intelligence Applications and Innovations

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

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Lazaros Iliadis

    1. Department of Forestry and Management of the Environment, Democritus University of Thrace, Orestiada, Greece

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  2. Ilias Maglogiannis

    1. Department of Computer Science and Biomedical Informatics, University of Central Greece, Lamia, Greece

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  3. Harris Papadopoulos

    1. Department of Computer Science and Engineering, Frederick University, Pallouriotisa, Cyprus

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 381)

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Conference proceedings info: AIAI 2012.

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Table of contents (50 papers)

  1. Front Matter

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  2. ANN-Classification and Pattern Recognition

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

      • Pedro Alves Nogueira, Luís Filipe Teófilo
      Pages 1-10

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

      • Kyriaki Kitikidou, Elias Milios, Lazaros Iliadis, Minas Kaymakis
      Pages 11-18

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

      • Fakroul Ridzuan Bin Hashim, John J. Soraghan, Lykourgos Petropoulakis
      Pages 19-27

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

      • Danai Georgara, Katia L. Kermanidis, Ioannis Mariolis
      Pages 28-36

  3. Optimization-Genetic Algorithms

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

      • Constantinos Stylianou, Andreas S. Andreou
      Pages 37-47

    2. An Empirical Comparison of Several Recent Multi-objective Evolutionary Algorithms

      • Thomas White, Shan He
      Pages 48-57

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

      • Yu Zhong, Abhishek Dutta, Bart Wyns, Clara-Mihaela Ionescu, Gregory Pinte, Wim Symens et al.
      Pages 58-67

  4. Artificial Neural Networks

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

      • Alexey Potapov, Maxim Peterson
      Pages 68-77

    2. On the Design and Training of Bots to Play Backgammon Variants

      • Nikolaos Papahristou, Ioannis Refanidis
      Pages 78-87

    3. Surrogate Modelling of Solutions of Integral Equations by Neural Networks

      • VÄ›ra Kůrková
      Pages 88-96

  5. Learning and Data Mining

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

      • Yiannis Kokkinos, Konstantinos G. Margaritis
      Pages 97-106

    2. Improved POS-Tagging for Arabic by Combining Diverse Taggers

      • Maytham Alabbas, Allan Ramsay
      Pages 107-116

    3. Multithreaded Implementation of the Slope One Algorithm for Collaborative Filtering

      • Efthalia Karydi, Konstantinos G. Margaritis
      Pages 117-125

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

      • Jan Boril, Rudolf Jalovecky
      Pages 126-135

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

      • Hamid Jahankhani, Elias Pimenidis, Amin Hosseinian-Far
      Pages 136-145

    6. Conceptualization and Significance Study of a New Appliation CS-MIR

      • Kaichun K. Chang, Carl Barton, Costas S. Iliopoulos, Jyh-Shing Roger Jang
      Pages 146-156

    7. Physical Bongard Problems

      • Erik Weitnauer, Helge Ritter
      Pages 157-163

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

      • Evanthia Faliagka, Ioannis Karydis, Maria Rigou, Spyros Sioutas, Athanasios Tsakalidis, Giannis Tzimas
      Pages 164-174

  6. Fuzzy Logic

    1. Fuzzy Energy-Based Active Contours Exploiting Local Information

      • Stelios Krinidis, Michail Krinidis
      Pages 175-184
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Other volumes

  1. Artificial Intelligence Applications and Innovations

  2. Artificial Intelligence Applications and Innovations

Keywords

About this book

This book constitutes the refereed proceedings of the 8th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2012, held in Halkidiki, Greece, in September 2012. The 44 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on ANN-classification and pattern recognition, optimization - genetic algorithms, artificial neural networks, learning and mining, fuzzy logic, classification - pattern recognition, multi-agent systems, multi-attribute DSS, clustering, image-video classification and processing, and engineering applications of AI and artificial neural networks.

Editors and Affiliations

  • Department of Forestry and Management of the Environment, Democritus University of Thrace, Orestiada, Greece

    Lazaros Iliadis

  • Department of Computer Science and Biomedical Informatics, University of Central Greece, Lamia, Greece

    Ilias Maglogiannis

  • Department of Computer Science and Engineering, Frederick University, Pallouriotisa, Cyprus

    Harris Papadopoulos

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