Artificial Intelligence and Computational Intelligence, Part I

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<ul><li><p>Lecture Notes in Artificial Intelligence 6319Edited by R. Goebel, J. Siekmann, and W. Wahlster</p><p>Subseries of Lecture Notes in Computer Science</p></li><li><p>Fu Lee Wang Hepu Deng Yang GaoJingsheng Lei (Eds.)</p><p>Artificial Intelligenceand ComputationalIntelligence</p><p>International Conference, AICI 2010Sanya, China, October 23-24, 2010Proceedings, Part I</p><p>1 3</p></li><li><p>Series Editors</p><p>Randy Goebel, University of Alberta, Edmonton, CanadaJrg Siekmann, University of Saarland, Saarbrcken, GermanyWolfgang Wahlster, DFKI and University of Saarland, Saarbrcken, Germany</p><p>Volume Editors</p><p>Fu Lee WangCaritas Francis Hsu CollegeDepartment of Business Administration18 Chui Ling Road, Tseung Kwan O, Hong Kong, ChinaE-mail: pwang@cihe.edu.hk</p><p>Hepu DengRMIT UniversitySchool of Business Information TechnologyCity Campus, 124 La Trobe Street, Melbourne, Victoria 3000, AustraliaE-mail: hepu.deng@rmit.edu.au</p><p>Yang GaoNanjing UniversityDepartment of Computer ScienceNanjing 210093, ChinaE-mail: gaoy@nju.edu.cn</p><p>Jingsheng LeiNanjing University of Posts and TelecommunicationsSchool of ComputerNanjing 210003, ChinaE-mail: leijs@njupt.edu.cn</p><p>Library of Congress Control Number: 2010936499</p><p>CR Subject Classification (1998): I.2, F.1, J.3, F.2, K.4.4, D.2</p><p>LNCS Sublibrary: SL 7 Artificial Intelligence</p><p>ISSN 0302-9743ISBN-10 3-642-16529-X Springer Berlin Heidelberg New YorkISBN-13 978-3-642-16529-0 Springer Berlin Heidelberg New York</p><p>This work is subject to copyright. All rights are reserved, whether the whole or part of the material isconcerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting,reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publicationor parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965,in its current version, and permission for use must always be obtained from Springer. Violations are liableto prosecution under the German Copyright Law.</p><p>springer.com</p><p> Springer-Verlag Berlin Heidelberg 2010Printed in Germany</p><p>Typesetting: Camera-ready by author, data conversion by Scientific Publishing Services, Chennai, IndiaPrinted on acid-free paper 06/3180</p></li><li><p>Preface </p><p>The 2010 International Conference on Artificial Intelligence and Computational Intelligence (AICI 2010) was held October 2324, 2010 in Sanya, China. The AICI 2010 received 1,216 submissions from 20 countries and regions. After rigorous reviews, 105 high-quality papers were selected for publication in the AICI 2010 proceedings. The acceptance rate was 8%. </p><p>The aim of AICI 2010 was to bring together researchers working in many different areas of artificial intelligence and computational intelligence to foster the exchange of new ideas and promote international collaborations. In addition to the large number of submitted papers and invited sessions, there were several internationally well-known keynote speakers. </p><p>On behalf of the Organizing Committee, we thank Hainan Province Institute of Computer and Qiongzhou University for its sponsorship and logistics support. We also thank the members of the Organizing Committee and the Program Committee for their hard work. We are very grateful to the keynote speakers, invited session organizers, session chairs, reviewers, and student helpers. Last but not least, we thank all the authors and participants for their great contributions that made this conference possible. </p><p>October 2010 Fu Lee WangHepu Deng</p><p>Yang GaoJingsheng Lei</p></li><li><p>Organization </p><p>Organizing Committee</p><p>General Co-chairs </p><p>Qing Li City University of Hong Kong, China Mingrui Chen Hainan University, China </p><p>Program Committee </p><p>Co-chairs </p><p>Hepu Deng RMIT University, Australia Yang Gao Nanjing University, China </p><p>Local Arrangement </p><p>Chairs </p><p>Zhuang Li Qiongzhou University, China </p><p>Proceedings </p><p>Co-chair </p><p>Fu Lee Wang Caritas Francis Hsu College, China Jingsheng Lei Nanjing University of Posts and Telecommunications, </p><p>China </p><p>Publicity </p><p>Chair </p><p>Lanzhou Wang China Jiliang University, China </p><p>Sponsorship </p><p>Chair </p><p>Zhiyu Zhou Zhejiang Sci-Tech University, China </p></li><li><p>VIII Organization </p><p>Program Committee </p><p>Adi Prananto Swinburne University of Technology, Australia Adil Bagirov University of Ballarat, Australia Ahmad Abareshi RMIT University, Australia Alemayehu Molla RMIT University, Australia Andrew Stranier University of Ballarat, Australia Andy Song RMIT University, Australia An-Feng Liu Central South University, China Arthur Tatnall Victoria University, Australia Bae Hyeon Pusan National University, South Korea Baoding Liu Tsinghua University, China Carmine Sellitto Victoria University, Australia Caroline Chan Deakin University, Australia CheolPark Soon Chonbuk National University, South Korea Chowdhury Morshed Deakin University, Australia Chung-Hsing Yeh Monash University, Australia Chunqiao Tao South China University, China Costa Marly Federal University of Amazonas, Brazil Craig Parker Deakin University, Australia Daowen Qiu Zhong Shan University, China Dat Tran University of Canberra, Australia Dengsheng Zhang Monash University, Australia Edmonds Lau Swinburne University of Technology, Australia Elspeth McKay RMIT University, Australia Eng Chew University of Technology Sydney, Australia Feilong Cao China Jiliang University, China Ferry Jie RMIT University, Australia Furutani Hiroshi University of Miyazaki, Japan Gour Karmakar Monash University, Australia Guojun Lu Monash University, Australia Heping Pan University of Ballarat, Australia Hossein Zadeh RMIT University, Australia Ian Sadler Victoria University, Australia Irene Zhang Victoria University, Australia Jamie Mustard Deakin University, Australia Jeff Ang Charles Darwin University, Australia Jennie Carroll RMIT University, Australia Jenny Zhang RMIT University, Australia Jian Zhou T Tsinghua University, China Jingqiang Wang South China University, China Jinjun Chen Swinburne University of Technology, Australia Joarder Kamruzzaman Monash University, Australia Kaile Su Beijing University, China Kankana Chakrabaty University of New England, Australia Konrad Peszynski RMIT University, Australia Kuoming Lin Kainan University, Taiwan </p></li><li><p> Organization IX </p><p>Lemai Nguyen Deakin University, Australia Leslie Young RMIT University, Australia Liping Ma University of Ballarat, Australia Luba Torline Deakin University, Australia Maple Carsten University of Bedfordshire, UK Maria Indrawan Monash University, Australia Peter Shackleton Victoria University, Australia Philip Branch Swinburne University of Technology, Australia Pradip Sarkar RMIT University, Australia Qiang Li University of Calgary, Canada Ravi Mayasandra RMIT University, Australia Richard Dazeley University of Ballarat, Australia Sanming Zhou University of Melbourne, Australia Santoso Wibowo RMIT University, Australia Schetinin Vitaly University of Bedfordshire, UK Shengxiang Yang University of Leicester, UK ShyhWei Teng Monash University, Australia Siddhi Pittayachawan RMIT University, Australia Stephen Burgess Victoria University, Australia Sungshin Kim Pusan National University, South Korea Syed Nasirin Brunel University, UK Tae-Ryong Jeon Pusan National University, South Korea Tayyab Maqsood R MIT University, Australia Tony Zhang Qingdao Univesity, China Vanessa Cooper RMIT University, Australia Wei Lai Swinburne University of Technology, Australia Wei Peng RMIT University, Australia Weijian Zhao China Jiliang University, China Xiaodong Li RMIT University, Australia Xiaohui Zhao Swinburne University of Technology, Australia Yan-Gang Zhao Nagoya Institute of Technology, Japan Yang-Cheng Lin National Dong Hwa University, Taiwan Yi-Hua Fan Chung Yuan Christian University Taiwan, Taiwan Yuan Miao Victoria University, Australia Yubin Zhong Guangzhou University, China Yubo Yuan China Jiliang University, China Yuefeng Li Queensland University of Technology, Australia Zhaohao Sun University of Ballarat, Australia Zhichun Wang Tianjin University, China </p></li><li><p>Table of Contents Part I</p><p>Applications of Artificial Intelligence</p><p>Application of RBF Neural Network in Short-Term Load Forecasting . . . 1Yongchun Liang</p><p>Efficient Large Image Browser for Embedded Systems . . . . . . . . . . . . . . . . 10Yuanyuan Liu, Zhiwei He, Haibin Yu, and Jinbiao Liu</p><p>Formalizing Ontology-Based Hierarchical Modeling Process of PhysicalWorld . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18</p><p>Nan Wang, Dantong OuYang, and Shanwu Sun</p><p>Automated Problem Solving</p><p>Satisfiability Degree Analysis for Transition System . . . . . . . . . . . . . . . . . . 25Yang Zhao and Guiming Luo</p><p>Research on Optimization Design of Bottom Angle of Drag-ReducingStructure on the Riblets Surface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33</p><p>Qi-feng Zhu, Bao-wei Song, and Peng Wang</p><p>Towards Analysis of Semi-Markov Decision Processes . . . . . . . . . . . . . . . . . 41Taolue Chen and Jian Lu</p><p>Automatic Programming</p><p>Stability of Equilibrium Solution and Periodical Solution toCohen-Grossberg Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49</p><p>Jingsheng Lei, Ping Yan, and Teng Lv</p><p>Exponential Synchronization of Delayed Fuzzy Cohen-Grossberg NeuralNetworks with Reaction Diffusion Term . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57</p><p>Teng Lv and Ping Yan</p><p>Magnetic Field Extrapolation Based on Improved Back PropagationNeural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 64</p><p>Li-ting Lian, Chang-han Xiao, Sheng-dao Liu, Guo-hua Zhou, andMing-ming Yang</p><p>Sparse Deep Belief Net for Handwritten Digits Classification . . . . . . . . . . 71Jiongyun Xie, Hongtao Lu, Deng Nan, and Cai Nengbin</p></li><li><p>XII Table of Contents Part I</p><p>Data Mining and Knowledge Discovering</p><p>Multisensor Image Fusion Using a Pulse Coupled Neural Network . . . . . . 79Yi Zheng and Ping Zheng</p><p>Real-Time Performance Reliability Assessment Method Based onDynamic Probability Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88</p><p>Cheng Hua, Qing Zhang, Guanghua Xu, and Jun Xie</p><p>Decomposing Data Mining by a Process-Oriented Execution Plan . . . . . . 97Yan Zhang, Honghui Li, Alexander Wohrer, Peter Brezany, andGang Dai</p><p>An Efficient Distributed Subgraph Mining Algorithm in Extreme LargeGraphs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107</p><p>Bin Wu and YunLong Bai</p><p>Spatio-Temporal Clustering of Road Network Data . . . . . . . . . . . . . . . . . . . 116Tao Cheng and Berk Anbaroglu</p><p>A Sampling Based Algorithm for Finding Association Rules fromUncertain Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 124</p><p>Qian Zhu, Donghua Pan, and Guangfei Yang</p><p>Distributed AI and Agents</p><p>Multi-agent System Collaboration Based on the Relation-Web Model . . . 132Maoguang Wang, Hong Mei, Wenpin Jiao, Junjing Jie, andTingxun Shi</p><p>Research on a Novel Multi-agents Dynamic Cooperation Method Basedon Associated Intent . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 145</p><p>Weijin Jiang, Xiaoling Ding, Yuhui Xu, Wang Chen, and Wei Chen</p><p>Expert and Decision Support Systems</p><p>Automobile Exhaust Gas Detection Based on Fuzzy TemperatureCompensation System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153</p><p>Zhiyong Wang, Hao Ding, Fufei Hao, Zhaoxia Wang,Zhen Sun, and Shujin Li</p><p>Technical Efficiency Analysis of New Energy Listed Companies Basedon DEA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 161</p><p>Chong Gao, Jian-ze Zhang, and Xiao-dong Li</p></li><li><p>Table of Contents Part I XIII</p><p>Fuzzy Logic and Soft Computing</p><p>Research on Differential Evolution Algorithm Based on InteractionBalance Method for Large-Scale Industrial Processes of Fuzzy Model . . . 169</p><p>Dakuo He, Yuanyuan Zhao, Lifeng Wang, and Hongrui Chang</p><p>Fuzzy Control System Design for Solar Energy with PCM Tank toFresh Air Conditioning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 177</p><p>Jun Yang, Ailin Xiao, and Lili Wang</p><p>Intelligent Information Fusion</p><p>An Efficient Method for Target Extraction of Infrared Images . . . . . . . . . 185Ying Ling and Xingjin Mao</p><p>Second Order Central Difference Filtering Algorithm for SINS/GPSIntegrated Navigation in Guided Munitions . . . . . . . . . . . . . . . . . . . . . . . . . 193</p><p>Lei Cai and Xuexia Zhang</p><p>Adaptive Signal Processing for ARX System Disturbed by ComplexNoise . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 201</p><p>Yulai Zhang and Guiming Luo</p><p>Abstraction for Model Checking the Probabilistic Temporal Logic ofKnowledge . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209</p><p>Conghua Zhou, Bo Sun, and Zhifeng Liu</p><p>Intelligent Scheduling</p><p>Research on Double-Objective Optimal Scheduling Algorithm for DualResource Constrained Job Shop . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 222</p><p>Li Jingyao, Sun Shudong, Huang Yuan, and Niu Ganggang</p><p>MDA Compatible Knowledge Based IS Engineering Approach . . . . . . . . 230Audrius Lopata and Martas Ambraziunas</p><p>Intelligent Signal Processing</p><p>ARIMA Signals Processing of Information Fusion on theChrysanthemum . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239</p><p>Lanzhou Wang and Qiao Li</p><p>Noise Uncertainty Study of the Low SNR Energy Detector in CognitiveRadio . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 248</p><p>Guoqing Ji and Hongbo Zhu</p></li><li><p>XIV Table of Contents Part I</p><p>Machine Learning</p><p>A Realtime Human-Computer Ensemble System: Formal Representationand Experiments for Expressive Performance . . . . . . . . . . . . . . . . . . . . . . . . 256</p><p>Tetsuya Mizutani, Shigeru Igarashi, Tatsuo Suzuki,Yasuwo Ikeda, and Masayuki Shio</p><p>A New Smooth Support Vector Machine . . . . . . . . . . . . . . . . . . . . . . . . . . . . 266Jinjin Liang and De Wu</p><p>Convergence of GCM and Its Application to Face Recognition . . . . . . . . . 273Kai Li, Xinyong Chen, Nan Yang, and Xiuchen Ye</p><p>Designing a Multi-label Kernel Machine with Two-ObjectiveOptimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 282</p><p>Hua Xu and Jianhua Xu</p><p>Collision Detection Algorithm in Virtual Environment of RobotWorkcell . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292</p><p>Qian Ren, Dongmei Wu, Shuguo Wang, Yili Fu, and Hegao Cai</p><p>Machine Vision</p><p>A First Step towards Hybrid Visual Servoing Control...</p></li></ul>