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Computational Intelligence: Research Frontiers

IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, Plenary/Invited Lectures

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  • © 2008

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Editors:
  1. Jacek M. Zurada
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  2. Gary G. Yen
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  3. Jun Wang
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5050)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: WCCI 2008.

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Table of contents (18 chapters)

  1. Front Matter

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  2. Machine Learning and Brain Computer Interface

    1. A New Framework for Machine Learning

      • Christopher M. Bishop
      Pages 1-24

    2. Bilevel Optimization and Machine Learning

      • Kristin P. Bennett, Gautam Kunapuli, Jing Hu, Jong-Shi Pang
      Pages 25-47

    3. Bayesian Ying Yang System, Best Harmony Learning, and Gaussian Manifold Based Family

      • Lei Xu
      Pages 48-78

    4. The Berlin Brain-Computer Interface

      • Benjamin Blankertz, Michael Tangermann, Florin Popescu, Matthias Krauledat, Siamac Fazli, Márton Dónaczy et al.
      Pages 79-101

    5. Basic Scheme of Neuroinformatics Platform: XooNIps

      • Shiro Usui, Yoshihiro Okumura
      Pages 102-116

  4. Computational Evolution

    1. The Burden of Proof: Part II

      • David B. Fogel
      Pages 201-231

    2. Evolution of Altruistic Robots

      • Dario Floreano, Sara Mitri, Andres Perez-Uribe, Laurent Keller
      Pages 232-248

    3. Simulated Evolution under Multiple Criteria Conditions Revisited

      • Günter Rudolph, Hans-Paul Schwefel
      Pages 249-261

    4. Handling Uncertainties in Evolutionary Multi-Objective Optimization

      • Kay Chen Tan, Chi Keong Goh
      Pages 262-292

  5. Applications

    1. VCV2 – Visual Cluster Validity

      • Jacalyn M. Huband, James C. Bezdek
      Pages 293-308

    2. Data Management by Self-Organizing Maps

      • Teuvo Kohonen
      Pages 309-332

    3. Cocktail Party Processing

      • DeLiang Wang, Guoning Hu
      Pages 333-348

    4. Similarities in Fuzzy Data Mining: From a Cognitive View to Real-World Applications

      • Bernadette Bouchon-Meunier, Maria Rifqi, Marie-Jeanne Lesot
      Pages 349-367

    5. Attaining Fault Tolerance through Self-adaption: The Strengths and Weaknesses of Evolvable Hardware Approaches

      • Garrison W. Greenwood
      Pages 368-387

  6. Back Matter

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Keywords

About this book

The 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), held during June 1–6, 2008 in Hong Kong, China, marked an important milestone in advancing the paradigms of the new fields of computational intelligence. As the fifth event in the series that has spanned the globe (Orlando-1994, Anchorage-1998, Honolulu-2002, Vancouver-2006), the congress offered renewed and refreshing focus on the progress in nature-inspired and linguistically motivated computation. Most of the congress’s program featured regular and special technical sessions that provided participants with new insights into the most recent developments in the field. As a tradition, in addition to the parallel technical sessions, WCCI holds a series of plenary and invited lectures which are not included in the congress proceedings. As its predecessors, at WCCI 2008, 20 expert speakers shared their expertise on broader, if not panoramic, topics spanning a diverse spectrum of computational intelligence in the areas of neurocomputing, fuzzy systems, evolutionary computation, and adjacent areas. Thanks to their time and expertise, we endeavored to offer this volume to attendees directly at the congress and the general public afterwards.

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