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Advances in Computation and Intelligence

4th International Symposium on Intelligence Computation and Applications, ISICA 2009, Huangshi, China, October 23-25, 2009, Proceedings

  • Conference proceedings
  • © 2009

Overview

Editors:
  1. Zhihua Cai

    1. Faculty of Computer Science, China University of Geosciences, Wuhan, P.R. China

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  2. Zhenhua Li

    1. School of Computer Science, China University of Geosciences, Wuhan, China

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  3. Zhuo Kang

    1. Computation Center, Wuhan University, Wuhan, China

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  4. Yong Liu

    1. School of Computer Science and Engineering, The University of Aizu, i, Aizu-Wakamatsu City, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5821)

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

Included in the following conference series:

Conference proceedings info: ISICA 2009.

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Table of contents (58 papers)

  1. Section III: Optimization and Learning

    1. Memetic Strategies for Global Trajectory Optimisation

      • Massimiliano Vasile, Edmondo Minisci
      Pages 180-190

    2. Effects of Similarity-Based Selection on WBMOIA: A Weight-Based Multiobjective Immune Algorithm

      • Jiaquan Gao, Zhimin Fang, Lei Fang
      Pages 191-200

  2. Section IV: Representations and Operators

    1. A Novel Evolutionary Algorithm Based on Multi-parent Crossover and Space Transformation Search

      • Jing Wang, Zhijian Wu, Hui Wang, Lishan Kang
      Pages 201-210

    2. An Evolutionary Algorithm and Kalman Filter Hybrid Approach for Integrated Navigation

      • Zhiqiang Du, Zhihua Cai, Leichen Chen, Huihui Deng
      Pages 211-216

    3. Clonal and Cauchy-mutation Evolutionary Algorithm for Global Numerical Optimization

      • Jing Guan, Ming Yang
      Pages 217-227

    4. Construction of Hoare Triples under Generalized Model with Semantically Valid Genetic Operations

      • Pei He, Lishan Kang, Daochang Huang
      Pages 228-237

    5. Evaluation of Cobalt-Rich Crust Resources Based on Fractal Characteristics of Seamount Terrain

      • Hongbo Mei, Guangdao Hu, Linli Zhou, Huiqin Zeng
      Pages 238-247

    6. Hybridizing Evolutionary Negative Selection Algorithm and Local Search for Large-Scale Satisfiability Problems

      • Peng Guo, Wenjian Luo, Zhifang Li, Houjun Liang, Xufa Wang
      Pages 248-257

    7. Novel Associative Memory Retrieving Strategies for Evolutionary Algorithms in Dynamic Environments

      • Yong Cao, Wenjian Luo
      Pages 258-268

  3. Section V: Robust Classification

    1. An Algorithm of Mining Class Association Rules

      • Man Zhao, Xiu Cheng, Qianzhou He
      Pages 269-275

    2. An Empirical Study on Several Classification Algorithms and Their Improvements

      • Jia Wu, Zhechao Gao, Chenxi Hu
      Pages 276-286

    3. Classification of Imbalanced Data Sets by Using the Hybrid Re-sampling Algorithm Based on Isomap

      • Qiong Gu, Zhihua Cai, Li Zhu
      Pages 287-296

    4. Detecting Network Anomalies Using CUSUM and EM Clustering

      • Wei Lu, Hengjian Tong
      Pages 297-308

    5. Multiobjective Optimization in Mineral Resources Exploitation: Models and Case Studies

      • Ting Huang, Jinhua Chen
      Pages 309-317

    6. Robust and Efficient Eye Location and Its State Detection

      • Rui Sun, Zheng Ma
      Pages 318-326

  4. Section VI: Statistical Learning

    1. A Neural Network Architecture for Perceptual Grouping, Attention Modulation and Boundary-Surface Interaction

      • Yong Chen, Zhengzhi Wang
      Pages 327-336

    2. Adaptive Neighborhood Select Based on Local Linearity for Nonlinear Dimensionality Reduction

      • Yubin Zhan, Jianping Yin, Xinwang Liu, Guomin Zhang
      Pages 337-348

    3. Anti-spam Filters Based on Support Vector Machines

      • Chengwang Xie, Lixin Ding, Xin Du
      Pages 349-357

    4. Multi-attribute Weight Allocation Based on Fuzzy Clustering Analysis and Rough Sets

      • Jing Wu, Xiaoyan Wu, Zhongchang Gao
      Pages 358-365

    5. Spatio-temporal Model Based on Back Propagation Neural Network for Regional Data in GIS

      • Jing Zhu, Xiang Li, Lin Du
      Pages 366-374
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Other volumes

  1. Computational Intelligence and Intelligent Systems

  2. Advances in Computation and Intelligence

Keywords

Editors and Affiliations

  • Faculty of Computer Science, China University of Geosciences, Wuhan, P.R. China

    Zhihua Cai

  • School of Computer Science, China University of Geosciences, Wuhan, China

    Zhenhua Li

  • Computation Center, Wuhan University, Wuhan, China

    Zhuo Kang

  • School of Computer Science and Engineering, The University of Aizu, i, Aizu-Wakamatsu City, Japan

    Yong Liu

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