Advanced Intelligent Computing Theories and Applications

1. Front Matter

   PDF

2. Neural Networks

   1. A Study of Constructive Fuzzy Normalized RBF Neural Networks

      • Yuhu Cheng, Xuesong Wang, Wei Sun

      Pages 1-10

   2. An ARM-Based Q-Learning Algorithm

      • Yuan-Pao Hsu, Kao-Shing Hwang, Hsin-Yi Lin

      Pages 11-20

   3. Locally Asymptotical Behaviors of Delayed BAM Neural Networks with Generalized Saturation Output Functions

      • Jinhuan Chen, Jianguo Xu

      Pages 21-28

   4. Oil Field Development Using Neural Network Model

      • Fariba Salehi, Ronak Azizi, Arnoosh Salehi

      Pages 29-38

   5. Optimal Support Vector Machine Based Short–Term Load Forecasting Model with Input Variables and Samples Selection

      • Wei Sun, Yujun He

      Pages 39-47

   6. The Segmentation and Associative Memory Using Hindmarsh-Rose Neuronal Network

      • Jianhua Peng, Hongjie Yu

      Pages 48-55

   7. Two Approaches to Extract Rules from Neural Network with Mixed Attributes

      • Ping Guo, Jing Chen, Shengjun Sun

      Pages 56-63

3. Neural Computing and Optimization

   1. A New Learning Algorithm for Function Approximation by Encoding Additional Constraints into Feedforward Neural Network

      • Fei Han, Qing-Hua Ling

      Pages 64-72

   2. Parallel Processing of Minimization Algorithm for Determination Finite Automata

      • Yu-Qiang Sun, Hai-Lian Lu, Yu-Ping Li, Hai-Yan Wang

      Pages 73-80

   3. The Method of PID Parameter Optimization Based on Modified Linear Quadratic Optimal Control in the Linear DC Motor

      • Aimin Liu, Yaru Liang, Shang Gao, Jing Wang

      Pages 81-89

4. Case Based Reasoning and Autonomy-Oriented Computing

   1. Recommending Expert System of Project Reviewing Based on CBR

      • Zhao-Guo Xuan, Jiang Yu, Yan-Zhong Dang

      Pages 90-96

   2. Achieving Self-configuration Capability in Autonomic Systems Using Case-Based Reasoning with a New Similarity Measure

      • Malik Jahan Khan, Mian Muhammad Awais, Shafay Shamail

      Pages 97-106

   3. Context Information Model Using Ontologies and Rules Based on Spatial Object

      • Mi Park, Mi Sug Gu, Keun Ho Ryu

      Pages 107-114

5. Knowledge Discovery and Data Mining

   1. The Simulation Optimization Algorithm Based on the Ito Process

      • Wenyong Dong, Dengyi Zhang, Zhong Weicheng, Jun Leng

      Pages 115-124

   2. A Hierarchical Clustering Algorithm Based on GiST

      • Bing Zhou, He-xing Wang, Cui-rong Wang

      Pages 125-134

   3. Black-Box Extraction of Functional Structures from System Call Traces for Intrusion Detection

      • Xianghua Zhang, Jiwei Li, Zhaohui Jiang, Huanqing Feng

      Pages 135-144

   4. Category Expansion by Clustering in Webpage Classification

      • Xiaogang Peng, Zhen Ji, Xianghua Fu

      Pages 145-154

   5. Function Two Direction S-Rough Sets Method in Image Hiding

      • Haiqing Hu, Yong Zhang, Kaiquan Shi

      Pages 155-161

   6. Index-Based Load Shedding for Streaming Sliding Window Joins

      • Jiadong Ren, Wanchang Jiang, Cong Huo

      Pages 162-170

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 2007, held in Qingdao, China, August 21-24, 2007, constituted the Third - ternational Conference on Intelligent Computing. It built upon the success of ICIC 2006 and ICIC 2005 held in Kunming and Hefei, China, 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 picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was “Advanced Intelligent Computing Technology and Applications”. Papers focusing on this theme were solicited, addressing theories, methodologies, and applications in science and technology.

• DNA computing
• JPEG
• Performance
• Ubiquitous Computing
• algorithms
• approximation
• artificial neural networks
• classification
• data mining
• e-learning
• evolutionary algorithms
• face recognition
• fuzzy system
• genetic algorithms
• genetic programming

Policies and ethics