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Advances in Neuro-Information Processing

15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II

  • Conference proceedings
  • © 2009
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Overview

Editors:
  1. Mario Köppen

    1. Network Design and Research Center, Kyushu Institute of Technology,, Fukuoka, Japan

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    You can also search for this editor in PubMed   Google Scholar

  2. Nikola Kasabov

    1. Knowledge Engineering and Discovery Research Institute (KEDRI), School of Computing and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand

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    You can also search for this editor in PubMed   Google Scholar

  3. George Coghill

    1. Department of Electrical and Computer Engineering, Robotics Laboratory, Auckland University of Technology, Auckland, New Zealand

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5507)

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

Included in the following conference series:

Conference proceedings info: ICONIP 2008.

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Table of contents (130 papers)

  1. Front Matter

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  2. Neural Network Based Semantic Web, Data Mining and Knowledge Discovery

    1. Front Matter

      Pages 1-1
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    2. A Novel Method for Manifold Construction

      • Wei-Chen Cheng, Cheng-Yuan Liou
      Pages 3-10
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    3. A Non-linear Classifier for Symbolic Interval Data Based on a Region Oriented Approach

      • Renata M. C. R. de Souza, Diogo R. S. Salazar
      Pages 11-18
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    4. A Symmetrical Model Applied to Interval-Valued Data Containing Outliers with Heavy-Tail Distribution

      • Marco A. O. Domingues, Renata M. C. R. de Souza, Francisco José A. Cysneiros
      Pages 19-26
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    5. New Neuron Model for Blind Source Separation

      • Md. Shiblee, B. Chandra, P. K. Kalra
      Pages 27-36
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    6. Time Series Prediction with Multilayer Perceptron (MLP): A New Generalized Error Based Approach

      • Md. Shiblee, P. K. Kalra, B. Chandra
      Pages 37-44
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    7. Local Feature Selection in Text Clustering

      • Marcelo N. Ribeiro, Manoel J. R. Neto, Ricardo B. C. Prudêncio
      Pages 45-52
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    8. Sprinkled Latent Semantic Indexing for Text Classification with Background Knowledge

      • Haiqin Yang, Irwin King
      Pages 53-60
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    9. Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity

      • Tina Geweniger, Frank-Michael Schleif, Alexander Hasenfuss, Barbara Hammer, Thomas Villmann
      Pages 61-69
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    10. Neurocognitive Approach to Clustering of PubMed Query Results

      • Paweł Matykiewicz, Włodzisław Duch, Paul M. Zender, Keith A. Crutcher, John P. Pestian
      Pages 70-79
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    11. Search-In-Synchrony: Personalizing Web Search with Cognitive User Profile Model

      • Chandra Shekhar Dhir, Soo Young Lee
      Pages 80-87
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    12. Neurocognitive Approach to Creativity in the Domain of Word-Invention

      • Maciej Pilichowski, Włodzisław Duch
      Pages 88-96
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    13. Improving Personal Credit Scoring with HLVQ-C

      • Armando Vieira, João Duarte, Bernardete Ribeiro, Joao Carvalho Neves
      Pages 97-103
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    14. Architecture of Behavior-Based Function Approximator for Adaptive Control

      • Hassab Elgawi Osman
      Pages 104-111
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    15. On Efficient Content Based Information Retrieval Using SVM and Higher Order Correlation Analysis

      • Dimitrios Alexios Karras
      Pages 112-119
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  3. Neural Networks Learning Paradigm

    1. Front Matter

      Pages 121-121
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    2. A String Measure with Symbols Generation: String Self-Organizing Maps

      • Luis Fernando de Mingo López, Nuria Gómez Blas, Miguel Angel Díaz
      Pages 123-130
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    3. Neural Network Smoothing of Geonavigation Data on the Basis of Multilevel Regularization Algorithm

      • Vladimir Vasilyev, Ildar Nugaev
      Pages 131-138
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    4. Knowledge-Based Rule Extraction from Self-Organizing Maps

      • Chihli Hung
      Pages 139-146
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Other volumes

  1. Advances in Neuro-Information Processing

  2. Advances in Neuro-Information Processing

Keywords

About this book

The two volume set LNCS 5506 and LNCS 5507 constitutes the thoroughly refereed post-conference proceedings of the 15th International Conference on Neural Information Processing, ICONIP 2008, held in Auckland, New Zealand, in November 2008. The 260 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 special organized sessions. 116 papers are published in the first volume and 112 in the second volume. The contributions deal with topics in the areas of data mining methods for cybersecurity, computational models and their applications to machine learning and pattern recognition, lifelong incremental learning for intelligent systems, application of intelligent methods in ecological informatics, pattern recognition from real-world information by svm and other sophisticated techniques, dynamics of neural networks, recent advances in brain-inspired technologies for robotics, neural information processing in cooperative multi-robot systems.

Editors and Affiliations

  • Network Design and Research Center, Kyushu Institute of Technology,, Fukuoka, Japan

    Mario Köppen

  • Knowledge Engineering and Discovery Research Institute (KEDRI), School of Computing and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand

    Nikola Kasabov

  • Department of Electrical and Computer Engineering, Robotics Laboratory, Auckland University of Technology, Auckland, New Zealand

    George Coghill

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