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  • Conference proceedings
  • © 2012

Advances in Neural Networks – ISNN 2012

9th International Symposium on Neural Networks, ISNN 2012, Shenyang, China, July 11-14, 2012. Proceedings, Part I

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7367)

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

Conference series link(s): ISNN: International Symposium on Neural Networks

Conference proceedings info: ISNN 2012.

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  • ISBN: 978-3-642-31346-2
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Table of contents (76 papers)

  1. Front Matter

  2. Mathematical Modeling

    1. Attractor Neural Network Combined with Likelihood Maximization Algorithm for Boolean Factor Analysis

      • Alexander A. Frolov, Dušan Húsek, Pavel Yu. Polyakov
      Pages 1-10
    2. Pruning Feedforward Neural Network Search Space Using Local Lipschitz Constants

      • Zaiyong Tang, Kallol Bagchi, Youqin Pan, Gary J. Koehler
      Pages 11-20
    3. A Hierarchical Neural Network Architecture for Classification

      • Jing Wang, Haibo He, Yuan Cao, Jin Xu, Dongbin Zhao
      Pages 37-46
    4. Patch Processing for Relational Learning Vector Quantization

      • Xibin Zhu, Frank-Michael Schleif, Barbara Hammer
      Pages 55-63
    5. A Rank Reduced Matrix Method in Extreme Learning Machine

      • Shuxia Lu, Guiqiang Zhang, Xizhao Wang
      Pages 72-79
    6. Research of Dynamic Load Identification Based on Extreme Learning Machine

      • Wentao Mao, Mei Tian, Guirong Yan, Xianfang Wang
      Pages 80-89
    7. Reflectance Estimation Using Local Regression Methods

      • Wei-Feng Zhang, Peng Yang, Dao-Qing Dai, Arye Nehorai
      Pages 116-122
    8. Lattice Boltzmann Model for Nonlinear Heat Equations

      • Qiaojie Li, Zhoushun Zheng, Shuang Wang, Jiankang Liu
      Pages 140-148
    9. Modeling and Monitoring of Multimodes Process

      • Yingwei Zhang, Chuang Wang
      Pages 159-168

Other Volumes

  1. Advances in Neural Networks – ISNN 2012

    9th International Symposium on Neural Networks, Shenyang, China, July 11-14, 2012. Proceedings, Part I
  2. Advances in Neural Networks – ISNN 2012

    9th International Symposium on Neural Networks, Shenyang, China, July 11-14, 2012. Proceedings, Part II

About this book

The two-volume set LNCS 7367 and 7368 constitutes the refereed proceedings of the 9th International Symposium on Neural Networks, ISNN 2012, held in Shenyang, China, in July 2012. The 147 revised full papers presented were carefully reviewed and selected from numerous submissions. The contributions are structured in topical sections on mathematical modeling; neurodynamics; cognitive neuroscience; learning algorithms; optimization; pattern recognition; vision; image processing; information processing; neurocontrol; and novel applications.

Keywords

  • algorithms
  • extreme learning machines
  • feature selection
  • fuzzy neural networks
  • machine learning
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Department of Mechanical & Automation Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong

    Jun Wang

  • School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, USA

    Gary G. Yen

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

    Marios M. Polycarpou

Bibliographic Information

Buying options

eBook USD 89.00
Price excludes VAT (USA)
  • ISBN: 978-3-642-31346-2
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 119.99
Price excludes VAT (USA)