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Knowledge-Based and Intelligent Information and Engineering Systems, Part I

15th International Conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part I

  • Conference proceedings
  • © 2011

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Editors:
  1. Andreas König

    1. Institute of Integrated Sensor Systems, University of Kaiserslautern, Kaiserslautern, Germany

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  2. Andreas Dengel

    1. Knowledge-Based Systems Group, Department of omputer Science, University of Kaiserslautern, Kaiserslautern, Germany

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  3. Knut Hinkelmann

    1. School of Business, University of Applied Sciences Northwestern Switzerland, Olten, Switzerland

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  4. Koichi Kise

    1. Graduate School of Engineering, Osaka Prefecture University, Sakai, Japan

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  5. Robert J. Howlett

    1. KES International, Shoreham-by-sea, UK

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  6. Lakhmi C. Jain

    1. University of South Australia, Adelaide, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6881)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Conference proceedings info: KES 2011.

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About this book

The four-volume set LNAI 6881-LNAI 6884 constitutes the refereed proceedings of the 15th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2011, held in Kaiserslautern, Germany, in September 2011. Part 1: The total of 244 high-quality papers presented were carefully reviewed and selected from numerous submissions. The 61 papers of Part 1 are organized in topical sections on artificial neural networks, connectionists systems and evolutionary computation, machine learning and classical AI, agent, multi-agentsystems, knowledge based and expert systems, intelligent vision, image processing and signal processing, knowledge management, ontologies, and data mining.

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Keywords

Table of contents (61 papers)

  1. Front Matter

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  2. Artificial Neural Networks, Connectionists Systems and Evolutionary Computation

    1. Adaptive Recurrent Neuro-Fuzzy Networks Based on Takagi-Sugeno Inference for Nonlinear Identification in Mechatronic Systems

      • Florin Ionescu, Dragos Arotaritei, Stefan Arghir
      Pages 1-10

    2. Evolution of Iterative Formulas Using Cartesian Genetic Programming

      • Milos Minarik, Lukas Sekanina
      Pages 11-20

    3. A New Clustering Algorithm with the Convergence Proof

      • Hamid Parvin, Behrouz Minaei-Bidgoli, Hosein Alizadeh
      Pages 21-31

    4. On the Comparison of Parallel Island-Based Models for the Multiobjectivised Antenna Positioning Problem

      • Eduardo Segredo, Carlos Segura, Coromoto León
      Pages 32-41

    5. Adaptive Request Distribution in Cluster-Based Web System

      • Krzysztof Zatwarnicki
      Pages 42-51

    6. Globally Evolved Dynamic Bee Colony Optimization

      • Anggi Putri Pertiwi, Suyanto
      Pages 52-61

    7. Polytope Classifier: A Symbolic Knowledge Extraction from Piecewise-Linear Support Vector Machine

      • Vilen Jumutc, Andrey Bondarenko
      Pages 62-71

    8. A Library of Nonlinearities for Modeling and Simulation of Hybrid Systems

      • Florin Ionescu, Dragos Arotaritei, Stefan Arghir, George Constantin, Dan Stefanoiu, Florin Stratulat
      Pages 72-81

    9. Cluster Validity Measures Based on the Minimum Description Length Principle

      • Olga Georgieva, Katharina Tschumitschew, Frank Klawonn
      Pages 82-89

    10. A Trajectory Tracking FLC Tuned with PSO for Triga Mark-II Nuclear Research Reactor

      • Gürcan Lokman, A. Fevzi Baba, Vedat Topuz
      Pages 90-99

  3. Machine Learning and Classical AI

    1. Things to Know about a (dis)similarity Measure

      • Lluís Belanche, Jorge Orozco
      Pages 100-109

    2. A New Classifier Ensembles Framework

      • Hamid Parvin, Behrouz Minaei-Bidgoli, Akram Beigi
      Pages 110-119

    3. Policy Gradient Reinforcement Learning with Environmental Dynamics and Action-Values in Policies

      • Seiji Ishihara, Harukazu Igarashi
      Pages 120-130

    4. Fuzzy c-Means Clustering with Mutual Relation Constraints

      • Yasunori Endo, Yukihiro Hamasuna
      Pages 131-140

    5. Adaptive HTTP Request Distribution in Time-Varying Environment of Globally Distributed Cluster-Based Web System

      • Anna Zatwarnicka, Krzysztof Zatwarnicki
      Pages 141-150

    6. Distributed BitTable Multi-Agent Association Rules Mining Algorithm

      • Walid Adly Atteya, Keshav Dahal, M. Alamgir Hossain
      Pages 151-160

    7. Sentiment Analysis of Customer Reviews: Balanced versus Unbalanced Datasets

      • Nicola Burns, Yaxin Bi, Hui Wang, Terry Anderson
      Pages 161-170

  4. Agent, Multi-Agent Systems, Intelligent Robotics and Control

    1. Agents’ Logics with Common Knowledge and Uncertainty: Unification Problem, Algorithm for Construction Solutions

      • Vladimir V. Rybakov
      Pages 171-179

    2. Labelled Transition System Generation from Alvis Language

      • Leszek Kotulski, Marcin Szpyrka, Adam Sedziwy
      Pages 180-189
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Other volumes

  1. Knowledge-Based and Intelligent Information and Engineering Systems

  2. Knowlege-Based and Intelligent Information and Engineering Systems

  3. Knowledge-Based and Intelligent Information and Engineering Systems

  4. Knowledge-Based and Intelligent Information and Engineering Systems

Editors and Affiliations

  • Institute of Integrated Sensor Systems, University of Kaiserslautern, Kaiserslautern, Germany

    Andreas König

  • Knowledge-Based Systems Group, Department of omputer Science, University of Kaiserslautern, Kaiserslautern, Germany

    Andreas Dengel

  • School of Business, University of Applied Sciences Northwestern Switzerland, Olten, Switzerland

    Knut Hinkelmann

  • Graduate School of Engineering, Osaka Prefecture University, Sakai, Japan

    Koichi Kise

  • KES International, Shoreham-by-sea, UK

    Robert J. Howlett

  • University of South Australia, Adelaide, Australia

    Lakhmi C. Jain

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