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Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence

5th International Conference on Intelligent Computing, ICIC 2009 Ulsan, South Korea, September 16-19, 2009 Proceedings

  • Conference proceedings
  • © 2009

Overview

Editors:
  1. De-Shuang Huang

    1. Institute of Intelligent Machines, Chinese Academy of Sciences, China

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  2. Kang-Hyun Jo

    1. Graduate School of Electrical Engineering, University of Ulsan, Korea, Ulsan, Korea

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  3. Hong-Hee Lee

    1. School of Electrical Engineering, University of Ulsan, Ulsan, South Korea

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  4. Hee-Jun Kang

    1. School of Electrical Engineering, University of Ulsan, South Korea

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  5. Vitoantonio Bevilacqua

    1. e.B.I.S. s.r.l. (electronic Business in Security), Spin-Off of Polytechnic of Bari, Valenzano, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5755)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ICIC 2009.

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Table of contents (119 papers)

  1. Fuzzy Systems and Soft Computing

    1. Combining Global Model and Local Adaptive Neuro-Fuzzy Network

      • Yun-Hee Han, Keun-Chang Kwak
      Pages 184-189

    2. On Some Properties of Generalized Symbolic Modifiers and Their Role in Symbolic Approximate Reasoning

      • Saoussen Bel Hadj Kacem, Amel Borgi, Moncef Tagina
      Pages 190-208

  2. Swarm Intelligence and Optimization

    1. A New Differential Evolution Algorithm with Random Mutation

      • Yuelin Gao, Junmei Liu
      Pages 209-214

    2. An Improved Harmony Search Algorithm for the Location of Critical Slip Surfaces in Slope Stability Analysis

      • Liang Li, Guang-Ming Yu, Shi-Bao Lu, Guo-Yan Wang, Xue-Song Chu
      Pages 215-222

    3. An Improved PSO Algorithm Encoding a priori Information for Nonlinear Approximation

      • Tong-Yue Gu, Shi-Guang Ju, Fei Han
      Pages 223-231

    4. Multi-objective Oriented Search Algorithm for Multi-objective Reactive Power Optimization

      • Xuexia Zhang, Weirong Chen
      Pages 232-241

    5. Combined Discrete Particle Swarm Optimization and Simulated Annealing for Grid Computing Scheduling Problem

      • Ruey-Maw Chen, Der-Fang Shiau, Shih-Tang Lo
      Pages 242-251

  3. Supervised and Semi-supervised Learning

    1. Profile Based Algorithm to Topic Spotting in Reuter21578

      • Taeho Jo
      Pages 252-257

    2. Training Neural Networks for Protein Secondary Structure Prediction: The Effects of Imbalanced Data Set

      • Viviane Palodeto, Hernán Terenzi, Jefferson Luiz Brum Marques
      Pages 258-265

    3. Rough Set Theory in Pavement Maintenance Decision

      • Ching-Tsung Hung, Jia-Ruey Chang, Jyh-Dong Lin, Gwo-Hshiung Tzeng
      Pages 266-275

    4. Using Control Theory for Analysis of Reinforcement Learning and Optimal Policy Properties in Grid-World Problems

      • S. Mostapha Kalami Heris, Mohammad-Bagher Naghibi Sistani, Naser Pariz
      Pages 276-285

  4. Kernel Methods and Supporting Vector Machines

    1. Adaptive Chaotic Cultural Algorithm for Hyperparameters Selection of Support Vector Regression

      • Jian Cheng, Jiansheng Qian, Yi-nan Guo
      Pages 286-293

    2. Application of a Case Base Reasoning Based Support Vector Machine for Financial Time Series Data Forecasting

      • Pei-Chann Chang, Chi-Yang Tsai, Chiung-Hua Huang, Chin-Yuan Fan
      Pages 294-304

    3. Cost-Sensitive Supported Vector Learning to Rank Imbalanced Data Set

      • Xiao Chang, Qinghua Zheng, Peng Lin
      Pages 305-314

    4. A Biologically Plausible Winner-Takes-All Architecture

      • Sebastian Handrich, Andreas Herzog, Andreas Wolf, Christoph S. Herrmann
      Pages 315-326

  5. Combinatorial and Numerical Optimization

    1. Minimum Sum-of-Squares Clustering by DC Programming and DCA

      • Le Thi Hoai An, Pham Dinh Tao
      Pages 327-340

    2. An Effective Hybrid Algorithm Based on Simplex Search and Differential Evolution for Global Optimization

      • Ye Xu, Ling Wang, Lingpo Li
      Pages 341-350

    3. Differential Evolution with Level Comparison for Constrained Optimization

      • Ling-po Li, Ling Wang, Ye Xu
      Pages 351-360

    4. Tactical Aircraft Pop-Up Attack Planning Using Collaborative Optimization

      • Nan Wang, Lin Wang, Yanlong Bu, Guozhong Zhang, Lincheng Shen
      Pages 361-370

    5. Stereo Vision Based Motion Parameter Estimation

      • Xinkai Chen
      Pages 371-380
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Other volumes

  1. Emerging Intelligent Computing Technology and Applications

  2. Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence

Keywords

About this book

The International Conference on Intelligent Computing (ICIC) was formed to provide an annual forum dedicated to the emerging and challenging topics in artificial intelligence, machine learning, bioinformatics, and computational biology, etc. It aims to bring - gether researchers and practitioners from both academia and industry to share ideas, problems, and solutions related to the multifaceted aspects of intelligent computing. ICIC 2009, held in Ulsan, Korea, September 16-19, 2009, constituted the 5th - ternational Conference on Intelligent Computing. It built upon the success of ICIC 2008, ICIC 2007, ICIC 2006, and ICIC 2005 held in Shanghai, Qingdao, Kunming, and Hefei, China, 2008, 2007, 2006, and 2005, respectively. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the p- ture of contemporary intelligent computing techniques as an integral concept that hi- lights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was “Emerging Intelligent Computing Technology and Applications.” Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

Editors and Affiliations

  • Institute of Intelligent Machines, Chinese Academy of Sciences, China

    De-Shuang Huang

  • Graduate School of Electrical Engineering, University of Ulsan, Korea, Ulsan, Korea

    Kang-Hyun Jo

  • School of Electrical Engineering, University of Ulsan, Ulsan, South Korea

    Hong-Hee Lee

  • School of Electrical Engineering, University of Ulsan, South Korea

    Hee-Jun Kang

  • e.B.I.S. s.r.l. (electronic Business in Security), Spin-Off of Polytechnic of Bari, Valenzano, Italy

    Vitoantonio Bevilacqua

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