Advances in Intelligent Computing

1. Adaptation and Decision Making

   1. Improvements to the Conventional Layer-by-Layer BP Algorithm

      • Xu-Qin Li, Fei Han, Tat-Ming Lok, Michael R. Lyu, Guang-Bin Huang

      Pages 189-198

   2. An Intelligent Assistant for Public Transport Management

      • Martin Molina

      Pages 199-208

   3. FPBN: A New Formalism for Evaluating Hybrid Bayesian Networks Using Fuzzy Sets and Partial Least-Squares

      • Xing-Chen Heng, Zheng Qin

      Pages 209-217

   4. π-Net ADL: An Architecture Description Language for Multi-agent Systems

      • Zhenhua Yu, Yuanli Cai, Ruifeng Wang, Jiuqiang Han

      Pages 218-227

   5. Automatic Construction of Bayesian Networks for Conversational Agent

      • Sungsoo Lim, Sung-Bae Cho

      Pages 228-237

   6. Stochastic Lotka-Volterra Competitive Systems with Variable Delay

      • Yi Shen, Guoying Zhao, Minghui Jiang, Xuerong Mao

      Pages 238-247

   7. Human Face Recognition Using Modified Hausdorff ARTMAP

      • Arit Thammano, Songpol Ruensuk

      Pages 248-256

   8. A Dynamic Decision Approach for Long-Term Vendor Selection Based on AHP and BSC

      • Ziping Chiang

      Pages 257-265

   9. A Fuzzy-Expert-System-Based Structure for Active Queue Management

      • Jin Wu, Karim Djemame

      Pages 266-275

   10. Parameter Identification Procedure in Groundwater Hydrology with Artificial Neural Network

       • Shouju Li, Yingxi Liu

       Pages 276-285

   11. Design of Intelligent Predictive Controller for Electrically Heated Micro Heat Exchanger

       • Farzad Habibipour Roudsari, Mahdi Jalili-Kharaajoo, Mohammad Khajepour

       Pages 286-295

   12. A Group Based Insert Manner for Storing Enormous Data Rapidly in Intelligent Transportation System

       • Young Jin Jung, Keun Ho Ryu

       Pages 296-305

   13. A RDF-Based Context Filtering System in Pervasive Environment

       • Xin Lin, Shanping Li, Jian Xu, Wei Shi

       Pages 306-315

2. Applications and Hardware

   1. Mobile Agent Based Wireless Sensor Network for Intelligent Maintenance

      • Xue Wang, Aiguo Jiang, Sheng Wang

      Pages 316-325

   2. The Application of TSM Control to Integrated Guidance/Autopilot Design for Missiles

      • Jinyong Yu, Daquan Tang, Wen-jin Gu, Qingjiu Xu

      Pages 326-335

   3. The Robust Control for Unmanned Blimps Using Sliding Mode Control Techniques

      • Guoqing Xia, Benkun Yang

      Pages 336-345

   4. Real-Time Implementation of High-Performance Spectral Estimation and Display on a Portable Doppler Device

      • Yufeng Zhang, Jianhua Chen, Xinling Shi, Zhenyu Guo

      Pages 346-355

   5. Application of Wavelet Transform in Improving Resolution of Two-Dimensional Infrared Correlation Spectroscopy

      • Daqi Zhan, Suqin Sun

      Pages 356-365

   6. Intelligent PID Controller Tuning of AVR System Using GA and PSO

      • Dong Hwa Kim, Jin Ill Park

      Pages 366-375

   7. Design and Implementation of Survivable Network Systems

      • Chao Wang, Jianfeng Ma, Jianming Zhu

      Pages 376-385

The International Conference on Intelligent Computing (ICIC) was set up as an annual forum dedicated to emerging and challenging topics in the various aspects of advances in computational intelligence fields, such as artificial intelligence, machine learning, bioinformatics, and computational biology, etc. The goal of this conference was to bring together researchers from academia and industry as well as practitioners to share ideas, problems and solutions related to the multifaceted aspects of intelligent computing. This book constitutes the proceedings of the International Conference on Intelligent Computing (ICIC 2005), held in Hefei, Anhui, China, during August 23–26, 2005. ICIC 2005 received over 2000 submissions from authors in 39 countries and regions. Based on rigorous peer reviews, the Program Committee selected 563 high-quality papers for presentation at ICIC 2005; of these, 215 papers were published in this book organized into 9 categories, and the other 348 papers were published in five international journals. The organizers of ICIC 2005 made great efforts to ensure the success of this conference. We here thank the members of the ICIC 2005 Advisory Committee for their guidance and advice, the members of the Program Committee and the referees for reviewing the papers, and the members of the Publication Committee for checking and compiling the papers. We would also like to thank the publisher, Springer, for their support in publishing the proceedings in the Lecture Notes in Computer Science series. Particularly, we would like to thank all the authors for contributing their papers.

• Bayesian network
• Simulation
• algorithmics
• approximation algorithms
• artificial neural networks
• authentication
• bio-inspired computing
• computational neuroscience
• fuzzy sets
• genetic algorithms
• genome
• multi-agent system
• neural ne
• optimization
• verification
• algorithm analysis and problem complexity

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

  De-Shuang Huang

• School of Computer & Information Technology, Beijing Jiaotong University, Beijing, P.R. China

  Xiao-Ping Zhang

• School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore

  Guang-Bin Huang

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