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Theoretical Computer Science and General Issues

Advances in Neural Networks -- ISNN 2011

8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29--June 1, 2011, Proceedings, Part II

Editors: Liu, D., Zhang, H., Polycarpou, M., Alippi, C., He, H. (Eds.)

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eBook $109.00
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  • ISBN 978-3-642-21090-7
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About this book

The three-volume set LNCS 6675, 6676 and 6677 constitutes the refereed proceedings of the 8th International Symposium on Neural Networks, ISNN 2011, held in Guilin, China, in May/June 2011.
The total of 215 papers presented in all three volumes were carefully reviewed and selected from 651 submissions. The contributions are structured in topical sections on computational neuroscience and cognitive science; neurodynamics and complex systems; stability and convergence analysis; neural network models; supervised learning and unsupervised learning; kernel methods and support vector machines; mixture models and clustering; visual perception and pattern recognition; motion, tracking and object recognition; natural scene analysis and speech recognition; neuromorphic hardware, fuzzy neural networks and robotics; multi-agent systems and adaptive dynamic programming; reinforcement learning and decision making; action and motor control; adaptive and hybrid intelligent systems; neuroinformatics and bioinformatics; information retrieval; data mining and knowledge discovery; and natural language processing.

Table of contents (72 chapters)

  • Maximum Variance Sparse Mapping

    Li, Bo (et al.)

    Pages 1-8

  • Contourlet-Based Texture Classification with Product Bernoulli Distributions

    Dong, Yongsheng (et al.)

    Pages 9-18

  • Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context

    Alejo, R. (et al.)

    Pages 19-26

  • Prediction of Urban Stormwater Runoff in Chesapeake Bay Using Neural Networks

    Zhang, Nian

    Pages 27-36

  • One-Shot Learning of Poisson Distributions in Serial Analysis of Gene Expression

    Tiňo, Peter

    Pages 37-46

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-642-21090-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.00
price for USA
  • ISBN 978-3-642-21089-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Neural Networks -- ISNN 2011
Book Subtitle
8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29--June 1, 2011, Proceedings, Part II
Editors
  • Derong Liu
  • Huaguang Zhang
  • Marios Polycarpou
  • Cesare Alippi
  • Haibo He
Series Title
Theoretical Computer Science and General Issues
Series Volume
6676
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer Berlin Heidelberg
eBook ISBN
978-3-642-21090-7
DOI
10.1007/978-3-642-21090-7
Softcover ISBN
978-3-642-21089-1
Edition Number
1
Number of Pages
XXII, 646
Topics