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Intelligent Computing Theory

10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014, Proceedings

  • Conference proceedings
  • © 2014

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Editors:
  1. De-Shuang Huang

    1. School of Electronics and Information Engineering, Tongji University, Shanghai, China

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  2. Vitoantonio Bevilacqua

    1. Electrical and Electronics Department, Politecnico of Bari, Bari, Italy

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  3. Prashan Premaratne

    1. School of Electrical, Computer and Telecommunications Engineering, University of Wollongon, North Wollongon, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8588)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

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Conference proceedings info: ICIC 2014.

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About this book

This book – in conjunction with the volumes LNAI 8589 and LNBI 8590 – constitutes the refereed proceedings of the 10th International Conference on Intelligent Computing, ICIC 2014, held in Taiyuan, China, in August 2014. The 92 papers of this volume were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections such as evolutionary computation and learning; swarm intelligence and optimization; machine learning; social and natural computing; neural networks; biometrics recognition; image processing; information security; virtual reality and human-computer interaction; knowledge discovery and data mining; signal processing; pattern recognition; biometric system and security for intelligent computing.

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Table of contents (92 papers)

  1. Front Matter

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  2. Evolutionary Computation and Learning

    1. Self-tuning Performance of Database Systems with Neural Network

      • Conghuan Zheng, Zuohua Ding, Jueliang Hu
      Pages 1-12

    2. GA-EAM Based Hybrid Algorithm

      • Ashish Tripathi, Divya Kumar, Krishn Kumar Mishra, Arun Kumar Misra
      Pages 13-20

    3. Hybrid ITO Algorithm for Solving Numerical Optimization Problem

      • Yunfei Yi, Xiaodong Lin, Kang Sheng, Lin Jiang, Wenyong Dong, Yongle Cai
      Pages 21-31

    4. Performance Analysis of a (1+1) Surrogate-Assisted Evolutionary Algorithm

      • Yu Chen, Xiufen Zou
      Pages 32-40

    5. Parameters Selection for Support Vector Machine Based on Particle Swarm Optimization

      • Jun Li, Bo Li
      Pages 41-47

  3. Swarm Intelligence and Optimization

    1. Adaptive Hybrid Artificial Fish School Algorithm for Solving the Real Roots of Polynomials

      • Pan Xue
      Pages 48-54

    2. Optimization of Moving Objects Trajectory Using Particle Filter

      • Yangweon Lee
      Pages 55-60

    3. Handing the Classification Methodology ORCLASS by Tool OrclassWeb

      • Plácido Rogerio Pinheiro, Thais Cristina Sampaio Machado, Isabelle Tamanini
      Pages 61-72

    4. Solving TSP Problems with Hybrid Estimation of Distribution Algorithms

      • Xiaoxia Zhang, Yunyong Ma
      Pages 73-81

    5. A Path Planning Algorithm Based on Parallel Particle Swarm Optimization

      • Weitao Dang, Kai Xu, Quanjun Yin, Qixin Zhang
      Pages 82-90

    6. An Optimal Probabilistic Transformation of Belief Functions Based on Artificial Bee Colony Algorithm

      • Yafei Song, Xiaodan Wang, Lei Lei, Aijun Xue
      Pages 91-100

  4. Machine Learning

    1. Cost-Sensitive Bayesian Network Classifiers and Their Applications in Rock Burst Prediction

      • Ganggang Kong, Yun Xia, Chen Qiu
      Pages 101-112

    2. Nonparametric Discriminant Multi-manifold Learning

      • Bo Li, Jun Li, Xiao-Ping Zhang
      Pages 113-119

    3. Orthogonal Neighborhood Preservation Projection Based Method for Solving CNOP

      • Bin Mu, Shicheng Wen, Shijin Yuan, Hongyu Li
      Pages 120-126

    4. A Safety Requirement Elicitation Technique of Safety-Critical System Based on Scenario

      • Junwei Du, Jiqiang Wang, Xiaogang Feng
      Pages 127-136

  5. Social and Natural Computing

    1. Modeling Information Diffusion in Social Networks Using Latent Topic Information

      • Devesh Varshney, Sandeep Kumar, Vineet Gupta
      Pages 137-148

    2. PRDiscount: A Heuristic Scheme of Initial Seeds Selection for Diffusion Maximization in Social Networks

      • Yufeng Wang, Bo Zhang, Athanasios V. Vasilakos, Jianhua Ma
      Pages 149-161

    3. Quantifying the Evolutions of Social Interactions

      • Zhenyu Wu, Yu Liu, Deyi Li, Yan Zhuang
      Pages 162-172

    4. Computing the Kirchhoff Index of Some xyz-Transformations of Regular Molecular Graphs

      • Yujun Yang
      Pages 173-183
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Other volumes

  1. Intelligent Computing Theory

  2. Intelligent Computing Methodologies

  3. Intelligent Computing in Bioinformatics

Editors and Affiliations

  • School of Electronics and Information Engineering, Tongji University, Shanghai, China

    De-Shuang Huang

  • Electrical and Electronics Department, Politecnico of Bari, Bari, Italy

    Vitoantonio Bevilacqua

  • School of Electrical, Computer and Telecommunications Engineering, University of Wollongon, North Wollongon, Australia

    Prashan Premaratne

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