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Artificial Intelligence Applications and Innovations

6th IFIP WG 12.5 International Conference, AIAI 2010, Larnaca, Cyprus, October 6-7, 2010, Proceedings

  • Conference proceedings
  • © 2010

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Editors:
  1. Harris Papadopoulos

    1. Computer Science and Engineering Department, Frederick University, Nicosia, Cyprus

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  2. Andreas S. Andreou

    1. Department of Electrical Engineering and Information Technology, Cyprus University of Technology, Limassol, Cyprus

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  3. Max Bramer

    1. School of Computing, University of Portsmouth, Portsmouth, UK

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 339)

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Conference proceedings info: AIAI 2010.

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Table of contents (51 papers)

  1. Front Matter

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  3. Machine Learning

    1. Linear Probability Forecasting

      • Fedor Zhdanov, Yuri Kalnishkan
      Pages 4-11

    2. The Importance of Similarity Metrics for Representative Users Identification in Recommender Systems

      • Olga Georgiou, Nicolas Tsapatsoulis
      Pages 12-21

    3. An Optimal Scaling Approach to Collaborative Filtering Using Categorical Principal Component Analysis and Neighborhood Formation

      • Angelos I. Markos, Manolis G. Vozalis, Konstantinos G. Margaritis
      Pages 22-29

    4. A Classroom Observation Model Fitted to Stochastic and Probabilistic Decision Systems

      • Marios Poulos, Vassilios S. Belesiotis, Nikolaos Alexandris
      Pages 30-36

    5. Prediction with Confidence Based on a Random Forest Classifier

      • Dmitry Devetyarov, Ilia Nouretdinov
      Pages 37-44

  4. Fuzzy Logic Techniques

    1. A Generic Tool for Building Fuzzy Cognitive Map Systems

      • Maria Papaioannou, Costas Neocleous, Anastasis Sofokleous, Nicos Mateou, Andreas Andreou, Christos N. Schizas
      Pages 45-52

    2. A Fuzzy Rule-Based Approach to Design Game Rules in a Mission Planning and Evaluation System

      • D. Vijay Rao, Jasleen Kaur
      Pages 53-61

    3. One-Dimensional Linear Local Prototypes for Effective Selection of Neuro-Fuzzy Sugeno Model Initial Structure

      • Jacek Kabziński
      Pages 62-69

    4. Lasso: Linkage Analysis of Serious Sexual Offences

      • Don Casey, Phillip Burrell
      Pages 70-77

  5. Evolutionary Computation

    1. Forecasting Euro – United States Dollar Exchange Rate with Gene Expression Programming

      • Maria A. Antoniou, Efstratios F. Georgopoulos, Konstantinos A. Theofilatos, Spiridon D. Likothanassis
      Pages 78-85

    2. Automatically Designing Robot Controllers and Sensor Morphology with Genetic Programming

      • Bert Bonte, Bart Wyns
      Pages 86-93

    3. Multiple Criteria Performance Analysis of Non-dominated Sets Obtained by Multi-objective Evolutionary Algorithms for Optimisation

      • Gerrit K. Janssens, José Maria Pangilinan
      Pages 94-103

    4. Efficiency and Robustness of Three Metaheuristics in the Framework of Structural Optimization

      • Nikos D. Lagaros, Dimos C. Charmpis
      Pages 104-111

  6. Medical Informatics and Biomedical Engineering

    1. A Fuzzy Non-linear Similarity Measure for Case-Based Reasoning Systems for Radiotherapy Treatment Planning

      • Rupa Jagannathan, Sanja Petrovic, Angela McKenna, Louise Newton
      Pages 112-119

    2. A Soft Computing Approach for Osteoporosis Risk Factor Estimation

      • Dimitrios Mantzaris, George Anastassopoulos, Lazaros Iliadis, Konstantinos Kazakos, Harris Papadopoulos
      Pages 120-127

    3. Protein Secondary Structure Prediction with Bidirectional Recurrent Neural Nets: Can Weight Updating for Each Residue Enhance Performance?

      • Michalis Agathocleous, Georgia Christodoulou, Vasilis Promponas, Chris Christodoulou, Vassilis Vassiliades, Antonis Antoniou
      Pages 128-137
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  1. Artificial Intelligence Applications and Innovations

Keywords

About this book

The abundance of information and increase in computing power currently enable researchers to tackle highly complicated and challenging computational problems. Solutions to such problems are now feasible using advances and innovations from the area of Artificial Intelligence. The general focus of the AIAI conference is to provide insights on how Artificial Intelligence may be applied in real-world situations and serve the study, analysis and modeling of theoretical and practical issues. This volume contains papers selected for presentation at the 6th IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI 2010) and held in Larnaca, Cyprus, during October 6–7, 2010. IFIP AIAI 2010 was co-organized by the University of Cyprus and the Cyprus University of Technology and was sponsored by the Cyprus University of Technology, Frederick University and the Cyprus Tourism Organization. AIAI 2010 is the official conference of the WG12.5 “Artificial Intel- gence Applications” working group of IFIP TC12, the International Federation for Information Processing Technical Committee on Artificial Intelligence (AI). AIAI is a conference that grows in significance every year attracting researchers from different countries around the globe. It maintains high quality, standards and welcomes research papers describing technical advances and engineering and ind- trial applications of intelligent systems. AIAI 2010 was not confined to introducing how AI may be applied in real-life situations, but also included innovative methods, techniques, tools and ideas of AI expressed at the algorithmic or systemic level.

Editors and Affiliations

  • Computer Science and Engineering Department, Frederick University, Nicosia, Cyprus

    Harris Papadopoulos

  • Department of Electrical Engineering and Information Technology, Cyprus University of Technology, Limassol, Cyprus

    Andreas S. Andreou

  • School of Computing, University of Portsmouth, Portsmouth, UK

    Max Bramer

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