Intelligent Computing Technology

1. Front Matter

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2. Evolutionary Learning and Genetic Algorithms

   1. PSO Assisted NURB Neural Network Identification

      • Xia Hong, Sheng Chen

      Pages 1-9

   2. 2D Discontinuous Function Approximation with Real-Valued Grammar-Based Classifier System

      • Lukasz Cielecki, Olgierd Unold

      Pages 10-17

   3. A Scatter Search Methodology for the Aircraft Conflict Resolution Problem

      • Zhi-Zeng Li, Xue-Yan Song, Ji-Zhou Sun, Zhao-Tong Huang

      Pages 18-24

   4. Self-adaptive Differential Evolution Based Multi-objective Optimization Incorporating Local Search and Indicator-Based Selection

      • Datong Xie, Lixin Ding, Shenwen Wang, Zhaolu Guo, Yurong Hu, Chengwang Xie

      Pages 25-33

3. Fuzzy Theory and Models

   1. Application of Data Mining in Coal Mine Safety Decision System Based on Rough Set

      • Tianpei Zhou

      Pages 34-41

   2. Study on Web Text Feature Selection Based on Rough Set

      • Xianghua Lu, Weijing Wang

      Pages 42-48

   3. A Generalized Approach for Determining Fuzzy Temporal Relations

      • Luyi Bai, Zongmin Ma

      Pages 49-56

   4. Applications on Information Flow and Biomedical Treatment of FDES Based on Fuzzy Sequential Machines Theory

      • Hongyan Xing, Daowen Qiu

      Pages 57-64

   5. Discontinuous Fuzzy Systems and Henstock Integrals of Fuzzy Number Valued Functions

      • Yabin Shao, Zengtai Gong

      Pages 65-72

4. Swarm Intelligence and Optimization

   1. A Phased Adaptive PSO Algorithm for Multimodal Function Optimization

      • Haiping Yu, Fengying Yang

      Pages 73-79

   2. The Comparative Study of Different Number of Particles in Clustering Based on Three-Layer Particle Swarm Optimization

      • Guoliang Huang, Xinling Shi, Zhenzhou An, He Sun

      Pages 80-86

   3. Implementation of Mutual Localization of Multi-robot Using Particle Filter

      • Yang Weon Lee

      Pages 87-94

   4. Optimization of Orthogonal Poly Phase Coding Waveform Based on Bees Algorithm and Artificial Bee Colony for MIMO Radar

      • Milad Malekzadeh, Alireza Khosravi, Saeed Alighale, Hamed Azami

      Pages 95-102

5. Kernel Methods and Supporting Vector Machines

   1. SVM Regularizer Models on RKHS vs. on R ^m

      • Yinli Dong, Shuisheng Zhou

      Pages 103-111

   2. Research on Performance Comprehensive Evaluation of Thermal Power Plant under Low-Carbon Economy

      • Xing Zhang

      Pages 112-119

6. Nature Inspired Computing and Optimization

   1. Computing the Minimum λ-Cover in Weighted Sequences

      • Hui Zhang, Qing Guo, Costas S. Iliopoulos

      Pages 120-127

   2. A Novel Hybrid Evolutionary Algorithm for Solving Multi-Objective Optimization Problems

      • Huantong Geng, Haifeng Zhu, Rui Xing, Tingting Wu

      Pages 128-136

   3. Heuristic Algorithms for Solving Survivable Network Design Problem with Simultaneous Unicast and Anycast Flows

      • Huynh Thi Thanh Binh, Pham Vu Long, Nguyen Ngoc Dat, Nguyen Sy Thai Ha

      Pages 137-144

7. Systems Biology and Computational Biology

   1. Protein-Protein Binding Affinity Prediction Based on an SVR Ensemble

      • Xueling Li, Min Zhu, Xiaolai Li, Hong-Qiang Wang, Shulin Wang

      Pages 145-151

This book constitutes the first of 3 volumes of refereed conference proceedings of the 8th International Conference on Intelligent Computing, ICIC 2012, held in Huangshan, China, in July 2012. The 242 revised full papers presented were carefully reviewed and selected from 753 submissions. The 84 papers included in this volume are organized in topical sections on evolutionary learning and genetic algorithms, fuzzy theory and models, swarm intelligence and optimization, kernel methods and supporting vector machines, nature inspired computing and optimization, systems biology and computational biology, knowledge discovery and data mining, graph theory and algorithms, machine learning theory and methods, biomedical informatics theory and methods, complex systems theory and methods, pervasive/ubiquitous computing theory and methods, intelligent computing in bioinformatics, intelligent computing in pattern recognition, intelligent computing in image processing, intelligent computing in robotics, intelligent computing in computer vision, intelligent computing in Petri nets/transportation systems, intelligent data fusion and information security, intelligent sensor networks, knowledge representation/reasoning and expert systems, hybrid optimization, and bio-inspired computing and application.

• algorithms
• classification
• optimization
• rough sets
• sentiment analysis

• School of Electronics and Information Engineering, Machine Learning and Systems Biology Laboratory, Tongji University, Shanghai, China

  De-Shuang Huang

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

  Changjun Jiang

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

  Vitoantonio Bevilacqua

• Faculty of Engineering, District University Francisco José de Caldas, Bogotá, Colombia

  Juan Carlos Figueroa

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