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.M., Alippi, C., He, H. (Eds.)
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- About this book
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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)
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Maximum Variance Sparse Mapping
Pages 1-8
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Contourlet-Based Texture Classification with Product Bernoulli Distributions
Pages 9-18
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Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context
Pages 19-26
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Prediction of Urban Stormwater Runoff in Chesapeake Bay Using Neural Networks
Pages 27-36
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One-Shot Learning of Poisson Distributions in Serial Analysis of Gene Expression
Pages 37-46
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Table of contents (72 chapters)
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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
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- Derong Liu
- Huaguang Zhang
- Marios M. 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
