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  • Conference proceedings
  • © 2011

Advances in Neural Networks -- ISNN 2011

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6677)

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 2011.

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Table of contents (71 papers)

  1. Front Matter

  2. Reinforcement Learning and Decision Making

    1. Adaptive Dual Heuristic Programming Based on Delta-Bar-Delta Learning Rule

      • Jun Wu, Xin Xu, Chuanqiang Lian, Yan Huang
      Pages 11-20
    2. Local Search Heuristics for Robotic Routing Planner

      • Stanislav SluÅ¡ný, Roman Neruda
      Pages 31-40
  3. Action and Motor Control

    1. Dynamic Neural Network Control for Voice Coil Motor with Hysteresis Behavior

      • Xuanju Dang, Fengjin Cao, Zhanjun Wang
      Pages 50-57
    2. A New Model Reference Adaptive Control of PMSM Using Neural Network Generalized Inverse

      • Guohai Liu, Beibei Dong, Lingling Chen, Wenxiang Zhao
      Pages 58-67
    3. RBF Neural Network Application in Internal Model Control of Permanent Magnet Synchronous Motor

      • Guohai Liu, Lingling Chen, Beibei Dong, Wenxiang Zhao
      Pages 68-76
    4. Transport Control of Underactuated Cranes

      • Dianwei Qian, Boya Zhang, Xiangjie Liu
      Pages 77-83
  4. Adaptive and Hybrid Intelligent Systems

    1. A Position-Velocity Cooperative Intelligent Controller Based on the Biological Neuroendocrine System

      • Chongbin Guo, Kuangrong Hao, Yongsheng Ding, Xiao Liang, Yiwen Dou
      Pages 112-121
    2. A Stable Online Self-Constructing Recurrent Neural Network

      • Qili Chen, Wei Chai, Junfei Qiao
      Pages 122-131
    3. Evaluation of SVM Classification of Avatar Facial Recognition

      • Sonia Ajina, Roman V. Yampolskiy, Najoua Essoukri Ben Amara
      Pages 132-142
    4. Optimization Control of Rectifier in HVDC System with ADHDP

      • Chunning Song, Xiaohua Zhou, Xiaofeng Lin, Shaojian Song
      Pages 143-151
    5. Network Traffic Prediction Based on Wavelet Transform and Season ARIMA Model

      • Yongtao Wei, Jinkuan Wang, Cuirong Wang
      Pages 152-159
    6. Dynamic Bandwidth Allocation for Preventing Congestion in Data Center Networks

      • Cong Wang, Cui-rong Wang, Ying Yuan
      Pages 160-167
    7. Software Comparison Dealing with Bayesian Networks

      • Mohamed Ali Mahjoub, Karim Kalti
      Pages 168-177

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.

Keywords

  • computer vision
  • image enhancement
  • multi-class classification
  • multi-objective optimization
  • semantic Web
  • algorithm analysis and problem complexity

Editors and Affiliations

  • Institute of Automation, Key Laboratory of Complex Systems and Intelligence Science, Chinese Academy of Sciences, Beijing, China

    Derong Liu

  • College of Information Science and Engineering, Northeastern University, Shenyang, China

    Huaguang Zhang

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

    Marios Polycarpou

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

    Cesare Alippi

  • Deptartment of Electrical, Computer and Biomedical Engineering, University of Rhode Island, Kingston, USA

    Haibo He

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