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  • Conference proceedings
  • © 2009

Artificial Neural Networks – ICANN 2009

19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5769)

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

Conference series link(s): ICANN: International Conference on Artificial Neural Networks

Conference proceedings info: ICANN 2009.

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Table of contents (99 papers)

  1. Front Matter

  2. Neuroinformatics and Bioinformatics

    1. Epileptic Seizure Prediction and the Dimensionality Reduction Problem

      • André Ventura, João M. Franco, João P. Ramos, Bruno Direito, António Dourado
      Pages 1-9
    2. Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data

      • Maurizio Fiasché, Anju Verma, Maria Cuzzola, Pasquale Iacopino, Nikola Kasabov, Francesco C. Morabito
      Pages 10-19
    3. Mining Rules for the Automatic Selection Process of Clustering Methods Applied to Cancer Gene Expression Data

      • André C. A. Nascimento, Ricardo B. C. Prudêncio, Marcilio C. P. de Souto, Ivan G. Costa
      Pages 20-29
  3. Cognitive Machines

    1. Mental Simulation, Attention and Creativity

      • Matthew Hartley, John G. Taylor
      Pages 40-53
    2. Generalized Simulated Annealing and Memory Functioning in Psychopathology

      • Roseli S. Wedemann, Luís Alfredo V. de Carvalho, Raul Donangelo
      Pages 65-74
    3. Algorithms for Structural and Dynamical Polychronous Groups Detection

      • Régis Martinez, Hélène Paugam-Moisy
      Pages 75-84
    4. Logics and Networks for Human Reasoning

      • Steffen Hölldobler, Carroline Dewi Puspa Kencana Ramli
      Pages 85-94
  4. Data Analysis and Pattern Recognition

    1. Simbed: Similarity-Based Embedding

      • John A. Lee, Michel Verleysen
      Pages 95-104
    2. PCA-Based Representations of Graphs for Prediction in QSAR Studies

      • Riccardo Cardin, Lisa Michielan, Stefano Moro, Alessandro Sperduti
      Pages 105-114
    3. Feature Extraction Using Linear and Non-linear Subspace Techniques

      • Ana R. Teixeira, Ana Maria Tomé, E. W. Lang
      Pages 115-124
    4. Classification Based on Combination of Kernel Density Estimators

      • Mateusz Kobos, Jacek Mańdziuk
      Pages 125-134
    5. Newtonian Spectral Clustering

      • Konstantinos Blekas, K. Christodoulidou, I. E. Lagaris
      Pages 145-154

Other Volumes

  1. Artificial Neural Networks – ICANN 2009

About this book

This volume is part of the two-volume proceedings of the 19th International Conf- ence on Artificial Neural Networks (ICANN 2009), which was held in Cyprus during September 14–17, 2009. The ICANN conference is an annual meeting sp- sored by the European Neural Network Society (ENNS), in cooperation with the - ternational Neural Network Society (INNS) and the Japanese Neural Network Society (JNNS). ICANN 2009 was technically sponsored by the IEEE Computational Intel- gence Society. This series of conferences has been held annually since 1991 in various European countries and covers the field of neurocomputing, learning systems and related areas. Artificial neural networks provide an information-processing structure inspired by biological nervous systems. They consist of a large number of highly interconnected processing elements, with the capability of learning by example. The field of artificial neural networks has evolved significantly in the last two decades, with active partici- tion from diverse fields, such as engineering, computer science, mathematics, artificial intelligence, system theory, biology, operations research, and neuroscience. Artificial neural networks have been widely applied for pattern recognition, control, optimization, image processing, classification, signal processing, etc.

Keywords

  • Support Vector Machine
  • algorithms
  • autonomous vehicles
  • bioinspired computing
  • cognitive systems
  • computational neuroscience
  • computer vision
  • evolutionary learning
  • learning theory
  • machine learning
  • natural language processing
  • neural gas
  • neural networks
  • neuro-fuzzy systems
  • self-organising maps

Editors and Affiliations

  • Dipartimento di Elettronica, Politecnico di Milano, Milano, Italy

    Cesare Alippi

  • Department of Electrical and Computer Engineering, University of Cyprus, Nicosia, Cyprus

    Marios Polycarpou, Christos Panayiotou, Georgios Ellinas

Bibliographic Information

Buying options

eBook USD 129.00
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions