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  • Conference proceedings
  • © 2010

Advances in Neural Networks -- ISNN 2010

7th International Symposium on Neural Networks, ISNN 2010, Shanghai, China, June 6-9, 2010, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6064)

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 2010.

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Table of contents (76 papers)

  1. Front Matter

  2. SVM and Kernel Methods

    1. Support Vector Regression and Ant Colony Optimization for Grid Resources Prediction

      • Guosheng Hu, Liang Hu, Jing Song, Pengchao Li, Xilong Che, Hongwei Li
      Pages 1-8
    2. Software Defect Prediction Using Fuzzy Support Vector Regression

      • Zhen Yan, Xinyu Chen, Ping Guo
      Pages 17-24
    3. Refining Kernel Matching Pursuit

      • Jianwu Li, Yao Lu
      Pages 25-32
    4. Linear Replicator in Kernel Space

      • Wei-Chen Cheng, Cheng-Yuan Liou
      Pages 75-82
  3. Vision and Image

    1. Frequency Spectrum Modification: A New Model for Visual Saliency Detection

      • Dongyue Chen, Peng Han, Chengdong Wu
      Pages 90-96
    2. 3D Modeling from Multiple Images

      • Wei Zhang, Jian Yao, Wai-Kuen Cham
      Pages 97-103
    3. Palmprint Recognition Using 2D-Gabor Wavelet Based Sparse Coding and RBPNN Classifier

      • Li Shang, Wenjun Huai, Guiping Dai, Jie Chen, Jixiang Du
      Pages 112-119
    4. Global Face Super Resolution and Contour Region Constraints

      • Chengdong Lan, Ruimin Hu, Tao Lu, Ding Luo, Zhen Han
      Pages 120-127

Other Volumes

  1. Advances in Neural Networks - ISNN 2010

About this book

This book and its sister volume collect refereed papers presented at the 7th Inter- tional Symposium on Neural Networks (ISNN 2010), held in Shanghai, China, June 6-9, 2010. Building on the success of the previous six successive ISNN symposiums, ISNN has become a well-established series of popular and high-quality conferences on neural computation and its applications. ISNN aims at providing a platform for scientists, researchers, engineers, as well as students to gather together to present and discuss the latest progresses in neural networks, and applications in diverse areas. Nowadays, the field of neural networks has been fostered far beyond the traditional artificial neural networks. This year, ISNN 2010 received 591 submissions from more than 40 countries and regions. Based on rigorous reviews, 170 papers were selected for publication in the proceedings. The papers collected in the proceedings cover a broad spectrum of fields, ranging from neurophysiological experiments, neural modeling to extensions and applications of neural networks. We have organized the papers into two volumes based on their topics. The first volume, entitled “Advances in Neural Networks- ISNN 2010, Part 1,” covers the following topics: neurophysiological foundation, theory and models, learning and inference, neurodynamics. The second volume en- tled “Advance in Neural Networks ISNN 2010, Part 2” covers the following five topics: SVM and kernel methods, vision and image, data mining and text analysis, BCI and brain imaging, and applications.

Keywords

  • Hidden Markov Model
  • Markov Model
  • Support Vector Machine
  • agent-based modeling
  • algorithms
  • artificial neural netwoks
  • biomedical applications
  • brain imaging
  • classification
  • component analysis
  • evolutionary computing
  • image analysis
  • signal processing
  • video processing
  • visualization

Editors and Affiliations

  • Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China

    Liqing Zhang, Bao-Liang Lu

  • Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Clear Water bay, Kowloon, Hong Kong, China

    James Kwok

Bibliographic Information

Buying options

eBook USD 84.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
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