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

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

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.

• adaptive user interfaces
• multi-agent systems
• semantic web
• swarm intelligence
• virtual reality

• 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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