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Author ISICA (Symposium) (6th : 2012 : Wuhan, China)

Title Computational intelligence and intelligent systems : 6th International Symposium, ISICA 2012, Wuhan, China, October 27-28, 2012. Proceedings / Zhenhua Li [and others] (eds.)
Published Berlin ; New York : Springer, ©2012


Description 1 online resource
Series Communications in computer and information science, 1865-0929 ; 316
Communications in computer and information science ; 316.
Contents pt. 1. Section I: Artificial Life, Adaptive Behavior, Agents, and Ant Colony Optimization / Dynamic Weapon Target Assignment Method Based on Artificial Fish Swarm Algorithm / Chengfei Wang, Zhaohui Zhang, Runping Xu and Ming Li -- An Agent-Based Model for Simulating Human-Like Crowd in Dense Places / Muzhou Xiong, Yunliang Chen, Hao Wang and Min Hu -- A Novel Heuristic Filter Based on Ant Colony Optimization for Non-linear Systems State Estimation / Hadi Nobahari and Alireza Sharifi
pt. 2. Section II: Combinatorial and Numerical Optimization / New Proofs for Several Combinatorial Identities / Chuanan Wei and Ling Wang -- Construction of Standard College Tuition Model and Optimization / Cuirong Chen, Sa Zhao and Chengyu Hu -- Research and Realization of N-Queens Problem Based on the Logic Language Prolog / Baolei Gu
pt. 3. Section III: Communications and Computer Networks / Enterprise Information Management Based on Cloud Platform / Mengyu Hua and Junkai Yang -- uDisC: An Ultra-Lightweight and Distributed Scheme for Defending against Data Loss Attack in RFID Networks / Zebo Feng, Xiaoping Wu, Liangli Ma and Wei Ren -- A Motion Planning Framework for Simulating Virtual Crowds / Muzhou Xiong, Yunliang Chen, Hao Wang and Min Hu -- Personalized Friend Recommendation in Social Network Based on Clustering Method / Zhiwei Deng, Bowei He, Chengchi Yu and Yuxiang Chen
pt. 4. Section IV: Data Mining / The Research of Intrusion Detection Based on Mixed Clustering Algorithm / Nanyan Liu -- Applying Support Vector Machine to Time Series Prediction in Oracle / Xiangning Wu, Xuan Hu, Chengyu Hu and Guiling Li -- Dynamic FP-Tree Pruning for Concurrent Frequent Itemsets Mining / Wei Song, Wenbo Liu and Jinhong Li -- MapReduce-Based Bayesian Automatic Text Classifier Used in Digital Library / Zhen Niu, Zelong Yin and Huayang Cui -- On Dependences among Objects and Attributes / Sylvia Encheva -- An Improved Bayesian Inference Method for Data-Intensive Computing / Feng Ma and Weiyi Liu -- Preferences Predictions of Learning Objects Supported by Collaborative Recommendations / Sylvia Encheva -- A Method of Face Detection Based on Skin Color Model in Fixed Scene / Yan Rao and Ruliang Zhang -- Parallel Remote Sensing Image Processing: Taking Image Classification as an Example / Xiaoyue Wang, Zhenhua Li and Song Gao -- CNAR-M: A Model for Mining Critical Negative Association Rules / Tutut Herawan and Zailani Abdullah -- MT2Way: A Novel Strategy for Pair-Wise Test Data Generation / Khandakar Fazley Rabbi, Abul Hashem Beg and Tutut Herawan -- MaxD K-Means: A Clustering Algorithm for Auto-generation of Centroids and Distance of Data Points in Clusters / Wan Maseri Wan Mohd, Abul Hashem Beg, Tutut Herawan and Khandakar Fazley Rabbi -- Real-Time and Automatic Vehicle Type Recognition System Design and Its Application / Wei Zhan and Qiong Wan
pt. 5. Section V: Evolutionary Multi-objective and Dynamic Optimization / Comparison of Three Multi-objective Optimization Algorithms for Hydrological Model / Xiaomin Huang, Xiaohui Lei and Yunzhong Jiang -- The Application Study of Dynamic Pricing Decision System Based on Multi-objective Optimization / Qing Zhou and Qinlan Yuan -- Twisted Helical Antenna for Satellite-Mobile Handset Using Dynamic Multi-objective Self-adapting Differential Evolution Algorithm / Lian Zhang, Sanyou Zeng, Zhu Liu, Steven Gao and Zhengjun Li, et al. -- Task Scheduling for Imaging Reconnaissance Satellites Using Multiobjective Scatter Search Algorithm / Zilong Shen, Huanxin Zou and Hao Sun -- A Multi-objective Differential Evolutionary Algorithm Applied in Antenna Optimal Problem / Yuanyuan Fan, Qingzhong Liang and Sanyou Zeng -- A Complete On-chip Evolvable Hardware Technique Based on Pareto Dominance / Qingzhong Liang, Yuanyuan Fan and Sanyou Zeng
pt. 6. Section VI: Intelligent Computation / An Effective Particle Swarm Optimization for Global Optimization / Mahdiyeh Eslami, Hussain Shareef, Mohammad Khajehzadeh and Azah Mohamed -- Double Diffusive Natural Convection in Hydrothermal Systems: Numerical Simulation by Lattice Boltzmann Method / Wei Qiang and Hui Cao -- Research on Biogeography Differential Evolution Algorithm / Hongwei Mo, Zhenzhen Li and Luolin Zhang -- Improving Multi Expression Programming Using Reuse-Based Evaluation / Wei Deng and Pei He -- Improved Environmental Adaption Method for Solving Optimization Problems / K.K. Mishra, Shailesh Tiwari and A.K. Misra -- An Optimization Algorithm Based on Evolution Rules on Cellular System / Jieqing Xing and Houqun Yang -- An Evolutionary Approach for Image Registration / Jing Zhang, Aimin Zhou and Guixu Zhang -- Non-negative Matrix Factorization: A Short Survey on Methods and Applications / Zhengyu Huang, Aimin Zhou and Guixu Zhang -- Application of Differential Evolution to the Parameter Optimization of the Unscented Kalman Filter / Yao Jin -- Multi-scale Segmentation Algorithm Parameters Optimization Based on Evolutionary Computation / Xin Zhang, Hengjian Tong and Xiaowen Chen -- An Architecture for Internet-Based Distributed Evolutionary Computation / Hui Li, Xiaoming Liu, Song Gao and Dongdong Zhao -- An Improved GEP-GA Algorithm and Its Application / Lei Yao and Hui Li
pt. 7. Section VII: Intelligent Learning Systems / Balancing Ensemble Learning between Known and Unknown Data / Yong Liu -- A Simulation Research on a Biased Estimator in Logistic Regression Model / Jiewu Huang -- Multi-model Combination Techniques for Flood Forecasting from the Distributed Hydrological Model EasyDHM / Weihong Liao and Xiaohui Lei -- The Study of Item Selection Method in CAT / Peng Lu, Dongdai Zhou, Shanshan Qin, Xiao Cong and Shaochun Zhong -- Weighted Splicing Systems / S. Turaev, Y.S. Gan, M. Othman, N.H. Sarmin and W.H. Fong -- Individual Paths in Self-evaluation Processes / Sylvia Encheva -- Learning Sequential Investment Strategy in High-Frequency Environment / Hao Cui, Yunyan Zhang and Hanming Chen -- An Efficient ID-Based Directed Signature Scheme from Optimal Eta Pairing / Junhua Ku, Dawei Yun, Bing Zheng and She Wei -- WCD-New Approach Combining Words, Concepts and Documents Based on Ontology / Haoming Wang, Ye Guo and Xibing Shi -- A Knowledgeable Decision Tree Classification Model for Multivariate Heart Disease Data-A Boon to Healthcare / G. NaliniPriya, A. Kannan and P. Anandhakumar -- The Research of Abnormal Target Detection Algorithm in Intelligent Surveillance System / Junkai Yang and Mengyu Hua -- A Simulation Study of Modular Robot Self-replication / Lei Zhang, Zhenhua Li, Hao Zhang and Huaming Zhong -- Wavelet Application in Classification of Strata / Yueqin Dun, Yu Kong and Wei Zhang -- Duality Results of Nonlinear Symmetric Cone Programming / Xiaoqin Jiang -- The Linear Convergence of a Merit Function Method for Nonlinear Complementarity Problems / Xiaoqin Jiang and Liyong Lu -- A Knowledge Representation in Possible World / Yangxin Ou, Ping Zou and Chunyan Shuai
pt. 8. Section VIII: Neural Networks / Grid Resource Scheduling Method Based on BP Neural Network / Min Li and Zhenhua Li -- A Comparison of Artificial Neural Networks and Support Vector Machines on Land Cover Classification / Yan Guo, Kenneth De Jong, Fujiang Liu, Xiaopan Wang and Chan Li -- A Neural Network for Episodic Memory with Pattern Interrelation / Min Xia, Liguo Weng, Xiaoling Ye and An Wang
pt. 9. Section IX: Real-World Applications / The Application of Improved RHT in High-voltage Transmission Lines Detection / Fang Li, Yishui Shui, Lan Liu and Zhiqiang Guo -- VQ Codebook Design Using Genetic Algorithms for Speech Line Spectral Frequencies / Fatiha Merazka -- Numerical Simulation of an Optimized Xiaermen Oilfield Adjustment Plan / Zhenliang Guan, Congjiao Xie and Guoping Luo -- Research of Grid Map Services Implementation for Spatial Information Grid / Jing Zhu, Zheng Liu and Junqing Fan -- Application and Research of Shortest Time Limit-Resource Leveling Optimization Problem Based on a New Modified Evolutionary Programming / Yuanfei Luo, Jiehui Tang, Si Xu, Li Zhu and Xiang Li -- Design and Validation of a Parallel Parameter Inversion for Program Based on Genetic Algorithm / Yuan Cao, Wenke Wang, Tieliang Wang and Feng Liu -- Charge Stations Deployment Strategy for Maximizing the Charge Oppurnity of Electric Vehicles (EVs) / Hong Yao, Zheng Zhao, Huawei Huang and Lei Cong -- Efficient Arctangent Computation for Real-Time Histograms of Oriented Gradients Descriptor Extraction / Seung Eun Lee -- Single Photon Counting X-Ray Imaging System / Seung Eun Lee and Sang Don Kim -- Evaluation of CUDA for X-Ray Imaging System / Seung Eun Lee and Dae-Young Park -- Ambulatory Pattern Extraction for U-Health Care / Seung Eun Lee, Yeong-seob Jeong, Seung-jun Son and Hyeon-Min Choi -- Study on Signals Sources of Earth's Natural Pulse Electromagnetic Fields / Guocheng Hao and Hongliang Wang
Summary This book constitutes the refereed proceedings of the 6th International Symposium on Intelligence Computation and Applications, ISICA 2012, held in Wuhan, China, in October 2012. The 72 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; combinatorial and numerical optimization; communications and computer networks; data mining; evolutionary multi-objective and dynamic optimization; intelligent computation, intelligent learning systems; neural networks; real-world applications
Analysis Computer science
Information theory
Computer software
Electronic data processing
Data mining
Theory of Computation
Computing Methodologies
Algorithm Analysis and Problem Complexity
Numeric Computing
Models and Principles
Bibliography Includes bibliographical references and author index
Subject Computational intelligence -- Congresses
Expert systems (Computer science) -- Congresses
Computational intelligence.
Expert systems (Computer science)
Genre/Form Conference papers and proceedings.
Computer software.
Form Electronic book
Author Li, Zhenhua.
ISBN 9783642342899
Other Titles ISICA 2012