2010 international conference on artificial intelligence and computational intelligence · pdf...
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2010 International Conference
on Artificial Intelligence
and Computational Intelligence
AICI 2010
Table of Contents
Volume - 2
Preface - Volume 2 .....................................................................................................................................................xiii
Organizing Committee - Volume 2...........................................................................................................................xiv
Reviewers - Volume 2................................................................................................................................................xvii
Knowledge Representation
A Knowledge-based Validation Method of Complex Simulation Models .....................................................................3
Ma Ping, Min Feiyan, and Yang Ming
A New Model for Chinese Short-text Classification Considering Feature Extension ...................................................7
Xinghua Fan and Hongge Hu
Context-sensitive Product Knowledge Query ..............................................................................................................12
Rongxia Zhang, Mingwei Wang, Shusheng Zhang, Jingtao Zhou, and Min Shi
Research on Ontology-based Representation Method for Textual Cases ....................................................................17
Dong Wang, Yang Xiang, Qian Chen, and Guobing Zou
Knowledge Acquisition
A New Morphological Ontology Method for Carp Based on Digital Image
Measurement ................................................................................................................................................................23
Yongwei Zhang, Xitao Zheng, and Junsheng Zhong
A Study of Knowledge Push System Based on Collaboration .....................................................................................28
Meihong Shi, Tao Wu, Shoushan Jiang, Quanfeng Wang, and Yongdang Chen
Enhance Knowledge Acquisition with theory Architecture .........................................................................................33
Xixu Fu and Hui Wei
Research on Extension Evaluation of Knowledge Sharing Level in Organization ......................................................38
Zhou Yuqing
Study on Ontology-based Knowledge Construction of Petroleum Exploitation Domain ............................................42
Ruishan Du, Yang Li, Fuhua Shang, and Yajuan Wu
v
Intellilgent Systems and Language
A Novel Preprocessing Algorithm of Knuckleprint .....................................................................................................49
Kunlun Li, Hongxia Yuan, and Ming Liu
A Robust Moving Objects Detection Based on Improved Gaussian Mixture Model ..................................................54
Xuehua Song, Jingzhu Chen, Chong He, and Xiang Zhou
An Accurate Shadow Removal Method for Vehicle Tracking .....................................................................................59
Zhou Zhu and Xiaobo Lu
Multi-resolution Decoding Method of Symbol M Array Surface Structured Light .....................................................63
Yu Qing-cang, Feng Hai-ming, and Zhang Hai-xiang
Natural Language Programming Based on Knowledge ...............................................................................................69
Pu Yin
PDE-Based Enhancement Algorithm for Dim-Target Images .....................................................................................74
Da-sheng Wu and Qing-qing Wen
Research on Flame Image Edge Detection Algorithm Based on Mobile Robot Platform ...........................................78
Tongying Guo, Bin Ma, Jiejia Li, and Hongying He
The Adaptive Bivariate Shrinkage Denoising Method .................................................................................................82
Pan Jin-feng and Pan Xue-feng
Intelligent Signal Processing
A Semiblind Channel Estimation Algorithm for MIMO Systems ...............................................................................89
Xuesong Chen and Mingyu Han
Detection of Dynamic Power Quality Disturbance Based on Lifting Wavelet ............................................................93
Jian-ping Zhou and Zhi-ping Wang
Direct Torque Control Strategy of Induction Motors Based on Predictive Control
and Synthetic Vector Duty Ratio Control .....................................................................................................................96
Yinhai Zhang, Qin Wang, and Weixia Liu
Direction Finding of Maximum Likelihood Algorithm Using Artificial Bee Colony
in the Impulsive Noise ................................................................................................................................................102
Dayong Zhao, Hongyuan Gao, Ming Diao, and Chunlian An
Inverse Synthetic Aperture Radar Imaging at Low Signal-to-noise Ratio .................................................................106
Yanwei Ju, Li Yu, Yang Wang, and Xiaobin Chu
Long Distance Target DOA Estimation by MIMO Sonar ..........................................................................................111
Jin Yong and Chen Guoqiang
Research on Vibration Signal Filtering Based on Wavelet Multi-resolution Analysis ..............................................115
Xiangzhong Meng, Jinping Ni, and Yanbo Zhu
Simulation of the Intensity Distribution for Talbot Effect of Grating ........................................................................119
Jiang Xingfang, Huang Zhengyi, and Wang Chinhua
The Extraction of Fractional-order Curvature Attributes and Applications in
the Structure Interpretation .........................................................................................................................................123
Zhang Junhua, Wang Wei, Tan Mingyou, Cui ShiLing, and Chen Haiyun
Visualization of Damage Detection for Circular Arch Based on Stochastic Subspace
Identification ...............................................................................................................................................................127
Nie Zhenhua, Zhao Jun, Ma Hongwei, and Cheng Liangyan
vi
Intelligent Scheduling
A Genetic Algorithm for Job Shop Scheduling Problem Using Co-evolution
and Competition Mechanism ......................................................................................................................................133
Yang Xiaomei, Zeng Jianchao, Liang Jiye, and Liang Jiahua
Adjust and Explain the Clustering Results of Categorical Data .................................................................................137
Baojia Li and Yongqian Liu
Application of Elman Neural Network in Short-Term Load Forecasting ..................................................................141
Liang Yongchun
Detection of Outlier Patterns in Call Records Based on Skeleton Points ...................................................................145
Anqin Zhang, Wenbin Zhong, and Weihua Liu
DRAC: A Direct Rule Mining Approach for Associative Classification ...................................................................150
Jinzheng Song, Zhixin Ma, and Yusheng Xu
Incremental Structure Optimize of Bayesian Network Based on the Lossless
Decomposition ............................................................................................................................................................155
Guo Chunsheng and Sun Qiquan
Research on Algorithm for Mining Frequent Closed Itemsets over Data Stream ......................................................160
Wang Yan, Lai Sheng, and Wang Xiuxia
Intelligent Information Retrieval
A MAS Model for Spacecraft TT&C Resources Scheduling .....................................................................................167
Jian Bai, Zu-ren Feng, Jing Li, and Jian-ping Liu
A Term Cluster Query Expansion Model Based on Classification Information
in Natural Language Information Retrieval ................................................................................................................172
Jeon Wook Kang, Hyun-Kyu Kang, Myeong-Cheol Ko, Heung Seok Jeon, and Junghyun Nam
Combined Bidding Behavior Analysis of Power Suppliers Based on Multi-Agent
Switching Learning Automata in Electricity Market ..................................................................................................177
Xiuming Dong and Xiaoyang Zhou
Texture Image Retrieval System Based on Non-Subsampled Contourlet
and Generalized Gaussian Density Model ..................................................................................................................181
Jian-Zhong Ma, Xin-Wu Chen, and Li-Juan Zhong
Intelligent Information Fusion
Application of Robust Kalman Filtering to Integrated Navigation Based on Inertial
Navigation System and Dead Reckoning ...................................................................................................................189
Hu Dai, Jianxun Li, and Huiming Jin
Fire Detecting Technology of Information Fusion Using Support Vector Machines ................................................194
Hairong Wang, Dongmei Li, Yun Wang, and Weiguo Yang
Research on an Intensive Coherent Interference Suppression Method of
the Autonomous Underwater Vehicle Acoustic System ............................................................................................199
Xueli Sheng, Fangfang Luo, Yong Guo, and Xiaowu Jia
vii
Intelligent Image Processing
A New Approach to Mechanism Type Selection by Using Back-Propagation Neural
Networks .....................................................................................................................................................................205
Rui-Feng Bo
A New Variance Operator for Detecting Edges in Images .........................................................................................210
Yang Chen
An Ant Colony Optimization Algorithm for Image Edge Detection .........................................................................215
Jian Zhang, Kun He, Xiuqing Zheng, and Jiliu Zhou
Automatic Extraction of Shape Features for Classification of Leukocytes ................................................................220
Ermai Xie, T.M. McGinnity, and QingXiang Wu
Distortion Correction of Data Matrix Symbol Directly Marked on Cylinder Surface ...............................................225
Lei Lei, Weiping He, and Wei Zhang
Generalized PDE Framework for Image Super Resolution ........................................................................................230
Weili Zeng and Xiaobo Lu
Image Auto-annotation with Graph Learning ............................................................................................................235
Yu Tang Guo and Bin Luo
Improved Algorithm on Digital Image Matting .........................................................................................................240
Ai Wen-huan, Liu Da-wei, and Wang Shu-wen
Multi-resolution of Image Retrieval in Image Databases System ..............................................................................243
Li Wu
Researches on Vacuum Arc Images Based on Digital Image Processing ..................................................................247
Dong Huajun, Wu Yanqing, Tan Xiaodong, Tian Xiaojing, Dong Enyuan, and Zou Jiyan
ShanDong Provincial Application and Research of Land-using Dynamic Remote
Sensing Monitoring ....................................................................................................................................................251
Debao Wang, Yizhong Gu, and Dong Yang
Weighted Combination Interpolation by Piecewise Cubic Polynomial
on Triangulations ........................................................................................................................................................256
Yu Qian and Li Ying
Intelligent Control
Adaptive Control of Robotic Dynamic Systems Based on Fuzzy Basis Function
Networks .....................................................................................................................................................................263
Gang Liu, Wen-da Zheng, Tao Du, and Jie Yang
An Improved Design of Photo-Voltaic Solar Tracking System Based on FPGA ......................................................267
Cheng Sen, Zhao Ping, He Hongkun, Ji Qianqian, and Wei Xu
Artificial Intelligence Tracing of Inherence Leakage Current between Power Line
and Earth .....................................................................................................................................................................272
Li Hua-Song and Kang Wen-Xiong
Fuzzy Incremental Hierarchical Sliding Mode Control for Underactuated Systems .................................................276
Dianwei Qian, Jianqiang Yi, and Yufen Ma
Magnetic Field Oriented Control System of AC Asynchronous Motor Based on DSP .............................................281
Wenhui Li and Ling Huang
Neuromorphic Circuit Implementation of Isotropic Sequence Order Learning .........................................................286
Zhijun Yang and Alan Murray
viii
Research and Design of Smart Home System Based on Zigbee Technology ............................................................290
Xiang Gao and Li Zhao
Research of Intelligence Control for Flying Altitude of Four Rotors Flyer ...............................................................294
Lifang Xu and Shouda Jiang
Research of the Third-party Logistics Enterprise’s Warehouse Receipt Pledging Risk
Assessment Indicators ................................................................................................................................................299
Jiajuan Chen, Fang Yuanchen, and Xie Fang
Research on the Logistics Optimization of One-way Street of City ..........................................................................304
Jiang Jianhua, Wu Aidi, and Wang Pengtao
Robust Tracking Scheme for Wheeled Mobile Robot with Actuator Saturations Via
Uncertain T-S Fuzzy Model .......................................................................................................................................308
Gao Xingquan
Study on Modeling of Job Shop Scheduling with Multi-resource Constraints ..........................................................313
Zhou Yaqin, Li Beizhi, Yang Jianguo, and Wang Qingxia
Intelligent Agents and Systems
A Mobile Agent-Based Architecture Model for IDM-T ............................................................................................321
Gao Chun-rong and Ben Ke-rong
An Architecture of Distributed Intrusion Detection System Based on SoftMan
Platform ......................................................................................................................................................................327
Chaoen Xiao, Guangping Zeng, Qingchuan Zhang, and Yunbo Chen
An Ontology Method for Silver Carp Auto-Recognization Based on Digital Image .................................................331
Xitao Zheng, Yongwei Zhang, and Junsheng Zhong
Convergence of Explicit Numerical Methods to Stochastic Age-dependent Population
Equation ......................................................................................................................................................................335
Huaizhu Wang
Numerical Methods to Stochastic Age-dependent Population Equations ..................................................................340
Huaizhu Wang
Information Theory
Effect of the Generalized Self-Correlativity to Flexible Logic NOT Operation Model
in [0,∞) Interval...........................................................................................................................................................347
Yanfeng Fan, Zhixiao Yang, and Huacan He
Global Regularity of Solutions of 2D Magnetohydrodynamic Equations
with Fractional Power Diffusion ................................................................................................................................352
Linrui Li and Shu Wang
Impact of Different Individual Behavior on Knowledge Transfer Processes within
the Organization .........................................................................................................................................................356
Na Liu, Jiangning Wu, and Zhaoguo Xuan
Soft BCH-ideals and Idealistic Soft BCH-algebras ....................................................................................................361
Peng Jiayin
ix
Information Security
A Novel Image Encryption Scheme Using Pixel Shuffler and A5/1 ..........................................................................369
Alireza Jolfaei and Abdolrasoul Mirghadri
An Empirical Study on the Independence of Supervisory Board of Chinese Listed
Company: A PLS Approach .......................................................................................................................................374
Liu Jiaguo, Tu Qian, Liu Mi, and Xiao Yun
Data Backup and Recovery Based on Data De-Duplication ......................................................................................379
Guo-Zi Sun, Yu Dong, Dan-Wei Chen, and Jie Wei
Generalization Bound for Multi-Classification with Push .........................................................................................383
Jin Luo, Yongguang Chen, and Xuejun Zhou
Identifying Traffic Jamming by the Spatiotemporal Correlation Function ................................................................387
Yaping Fan and Yu Xue
Investigation of Orthogonal Experiment for Milling Force Model of Carbon Fiber
Composite Material ....................................................................................................................................................392
Wu Hongbing, Jia Zhixin, Zhang Xuechang, and Liu Gang
Research on the Model and Architecture of Immune-SoftMan ..................................................................................396
Zhanfei Ma
Study on Synchronized Traffic Flow from the Energy Dissipation ...........................................................................400
Hong Xin Ning and Yu Xue
Study on the Initial Effects of Cellular Automaton Traffic Models from Energy
Dissipation ..................................................................................................................................................................407
Liangyu Huang and Yu Xue
Immune Computation
A Fast Incremental Learning Algorithm for SVM Based on K Nearest Neighbors ...................................................413
Huaitie Xiao, Fasheng Sun, and Yongsheng Liang
Immune Algorithm Based on Exponential Variation .................................................................................................417
Dan Song
Heuristic Searching Methods
A Heuristic Algorithm of Space-Ground Cooperative TT&C Resources Scheduling ...............................................425
Jian-ping Liu, Jing Li, Jian Bai, and Pei-jun Yu
Investigating Memetic Algorithm for Solving the Job Shop Scheduling Problems ...................................................429
Guohui Zhang
Research on the Manufacturing System Production Scheduling Problem Based on
the Genetic Algorithm ................................................................................................................................................433
Ying Shi
Solving the Flexible Open-Job Shop Scheduling Problem with GRASP and Simulated
Annealing ....................................................................................................................................................................437
Tadeusz Witkowski, Pawel Antczak, and Arkadiusz Antczak
x
Genetic Algorithms
A Novel Hybrid Method: Genetic Algorithm Based on Asymmetrical Cloud Model ...............................................445
Qian Fu, Zhi-hua Cai, and Yi-qi Wu
Application of Catastrophic Adaptive Genetic Algorithm to Reactive Power
Optimization of Power System ...................................................................................................................................450
Liu Xin-Rong and Yang Guang
Experimental Study and Genetic Algorithm-based Optimization of Cutting Parameters
in Drilling High Manganese Steel ..............................................................................................................................455
Yang Liang and Xu Li
Field-of-View Optimization of FSO Receiver Using Real-coded Genetic Algorithm ...............................................459
Chunyi Chen, Huamin Yang, Jingtao Fan, Ying Ding, and Cheng Han
Interactive Evaluation of FRP Satisfactory Fishing Vessel Type Using
Preference-Weight Genetic Algorithm .......................................................................................................................463
Sheng-ju Han and Ye Tao
Optimization Design in Cooling System of Heterogeneous Calibrator for Plastic
Profile Extrusion .........................................................................................................................................................468
Li Ren, Rui Yang, and WenXiao Zhang
Research on Image Process Based on GA in Conoscopic Holography Measurement ...............................................473
Cui Shi-gang, Ren Shu-yan, Zhao Li, and Meng Qing-guo
Strategy and Realization of Auto-generating Exam Paper Based on Genetic Algorithm ..........................................478
Liu Shushu and Wang Fengying
Study of Test Suite Reduction Based on Quantum Evolutionary Algorithm .............................................................483
Yi-kun Zhang, Ji-ceng Liu, Xue-min Yang, Ying-an Cui, and Bao-wei Zhang
Study on the Prediction and Evaluation of Composite Pavement Combination Property .........................................488
Qian Wei-dong
Fuzzy Logic and Soft Computing
A New Formula for Fuzzy Entropy of Vague Sets ....................................................................................................495
Jiguo Zhang and Lei Qiu
An Approach to Concept Evaluation of Mechanical System Using Vague Sets .......................................................499
Rui-Feng Bo
An Extended Fuzzy k-Means Algorithm for Clustering Categorical Valued Data ....................................................504
Wang Jiacai and Gu Ruijun
Application of an Evaluation Model Based on Fuzzy Mathematica to Ganjiang River
Water Quality .............................................................................................................................................................508
Feng Xiujuan, Du Li, Chen Peiyun, and Shun Feng
Consistency Degrees of Theories in N-valued Pukasiewicz Logical System ............................................................512
Li Jun and Zhou Yan
Design of Smart Car Speed Control System Based on Fuzzy Control .......................................................................516
Wang Yong-ding and Nie Li-na
Evaluation of China-Based Top B-to-B Commercial Websites Based on AHP-Fuzzy .............................................520
Tong Li and Liping Chen
Semi-supervised Robust NRFCM for Image Segmentation with Pairwise Constraints .............................................525
Guochen Zhang, Ming Yang, and Shuang Wei
xi
Solution of Three Open Problems on Pseudo-Filters (Pseudo-Ideals) of Pseudo-BCK
Algebras ......................................................................................................................................................................530
Xiaohong Zhang and Young Bae Jun
Stator Flux Orientated Control of Induction Motors Based on Fuzzy Logic Control ................................................535
Mei Bai-shan and Hu Wen-qi
Strong Pseudo-De Morgan Algebras and Pseudo-Involutive Psuedo-BCK Algebras ...............................................540
Xiaoyan Mao, Xiaohong Zhang, and Huijie Zhou
Study on Optimal Embedding Dimension and Delay Time of Rock Deformation
for Deep Buried Tunnel ..............................................................................................................................................546
Zhao Yu and Peng Haiyou
The Categories of the 3-dimensional Fuzzy Sets .......................................................................................................551
Gao Ke-quan, Li Xiao-shen, and Yuan Xue-hai
Fuzzy Computation
An Application of Grey Relational Analysis in Clusterng .........................................................................................557
Der-Bang Wu, Hsiu-Lan Ma, J. Wey Chen, and Shun-Jyh Wu
Application and Research of PBIL Algorithm on Combinatorial Optimization ........................................................562
Yuan Li-Yong and Jin Bing-Yao
Research on Fault Diagnosis Method of the Tower Crane Based on RBF Neural
Network ......................................................................................................................................................................566
Xiaoyang Liu, Tingting Xue, Qing Jiang, and Jian Li
Similarity Criterion for Fuzzy Sets Defining in Fuzzy System ..................................................................................570
Miao Zhinong and Wu Weigen
The Application of GA-based Clustering Analysis for the Student Scientific Creativity ..........................................574
Jiayuan Yu
The Object Enlargement of Variable Threshold Concept Lattice ..............................................................................577
Zhao Lei and Guosheng Cheng
Author Index - Volume 2 .........................................................................................................................................582
xii