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ISECS International Colloquium on Computing, Communication, Control, and Management, CCCM

作者： PengYu Hu Wei Fang ZhiMing Cui Jiangsu Provincial Key Laboratory of Computer Information Processing Technology The Institute of Intelligent Information Processing and Application Soochow University Suzhou China

An increasing number of databases have become Web accessible through HTML form-based search interfaces, which is so-called deep Web. For full utilization of deep Web resources and improving Web intelligence, which is essential for many applications such as deep Web data collection and comparison shopping, they need to be extracted out and assigned meaningful labels. In this paper, we present a synchronous-annotation approach that introduce domain ontology as a global schema ordered by Web databases to the annotation process. We combine ontology, interface schema and result schema and adopt the strategy of query ontology instance to implement annotation. In order to verify the effectiveness of the method proposed in this paper, we test on a number of different areas of Web databases. The experimental results indicate that the proposed approach is more effective than existing approaches.

关键词： Ontologies Databases Vocabulary Data mining Books Music Motion pictures

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Adaptive Shadows Detection Algorithm Based on Gaussian Mixture Model

Adaptive Shadows Detection Algorithm Based on Gaussian Mixtu...

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International Symposium on information Science and Engineering, ISISE

作者： Yu-jiao XiaHou Sheng-rong Gong Provincial Key Laboratory for Computer Information Processing Technology Soochow University Suzhou China Soochow University Suzhou Jiangsu CN

This paper proposed an adaptive shadows detection algorithm based on Gaussian Mixture Model to improve the performance of video object segmentation. This method takes advantage of luminance weight to model the background of the image and obtains a primary segmentation in CIE Luv color space. In this way, it improves the real-time ability of detection. It also becomes more efficient, comparing with the existing shadow detection algorithms which often need to set the threshold manually or get them through a training process. By using the Gaussian distribution, it is able to realize an adaptive shadow detection. At same time, the authors deal with the noise or the aim points uneven distribution by using horizontal filling and vertical filling. It improves the accuracy of segmentation. The experimental results have shown that this method achieves adaptive shadows detection and has strong robustness, high segmentation accuracy.

关键词： Detection algorithms Clustering algorithms Layout Gaussian distribution Pixel Object segmentation Filling Object detection Streaming media information science

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Approximation Algorithms for Data management in Geometric Network

Approximation Algorithms for Data management in Geometric Ne...

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International Symposium on Knowledge Acquisition and Modeling, KAM

作者： DongMei Xing Department of Mathematics University of Nanchang China Shanghai Key Laboratory of Intelligence Information Process School of computer Science and Technology Fudan University Shanghai China

An approximate strategy is designed for the static data management in geometric network. If all parameters is given, a constant approximation ratio is achieved. Here, we suppose that the link cost don't satisfy tr... 详细信息

关键词： Approximation algorithms Costs Frequency computer network management technology management Algorithm design and analysis Laboratories Intelligent networks computer science Mathematics

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Stability analysis for continuous-time planar linear systems with state saturation

Stability analysis for continuous-time planar linear systems...

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Chinese Control and Decision Conference, CCDC

作者： Xiaofu Ji Taihui Liu Minwei Ren School of Electrical and Information Engineering Jiangsu University Zhenjiang China Institute of Advanced Process Control National Key Laboratory of Industrial Control Technology University of Zhejiang Hangzhou China

This paper concerns the problem of stability analysis for a class of continuous-time planar linear systems with state saturation. Both full state saturation and partial state saturation are considered. The effect of state saturation on stability issue is first analyzed, based on which, necessary and sufficient conditions for continuous-time planar linear system with full or partial state saturation to be global asymptotic stable are given. These conditions are easy to check numerically.

关键词： Linear systems Limit-cycles Asymptotic stability Stability analysis Trajectory Stability criteria Hypercubes

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Intrusion Detection for High-Speed Networks Based on Producing System

Intrusion Detection for High-Speed Networks Based on Produci...

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International Workshop on Knowledge Discovery and Data Mining (WKDD)

作者： Ken Chen Fei Yu Cheng Xu Yan Liu School of Computer &Information Engineering Hunan Agricultural University Changsha China College of Computer & Communication Hunan University Changsha China Jiangsu Provincial Key Laboratory of Computer Information Processing Technology Suzhou University Suzhou China

This paper firstly analyzed the front pattern matching algorithm of intrusion detection system, and improved on the pattern matching algorithm. Having immediately analyzed Rete algorithm and aimed at its shortage, the paper introduced the FRete net algorithm on the basis of Rete net algorithm constituting an inference machine based on FRete matching algorithm, which could infer logical suspicious facts. Then the authors discussed and designed an intrusion detection system based on high-speed networks, and finally established a simulation and experiment platform to test the performance of IDS.

关键词： Intrusion detection High-speed networks Inference algorithms computer networks Data security Pattern matching Algorithm design and analysis computer architecture Protection Data mining

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Improved ant colony algorithm for the VRPSPD with maximum distance constraint

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Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice 2008年第1期28卷 132-140+169页

作者： Zhang, Tao Tian, Wen-Xin Zhang, Yue-Jie Liu, Shi-Xin School of Information Management and Engineering Shanghai University of Finance and Economics Shanghai 200433 China Informatization Office in Center of Modern Education Technology Shanghai Finance University Shanghai 201209 China Shanghai Key Laboratory of Intelligent Information Processing Department of Computer Science and Engineering Fudan University Shanghai 200433 China Key Laboratory of Integrated Automation of Process Industry School of Information Science and Engineering Northeastern University Shenyang 110004 China

This paper studies the reverse logistics vehicle routing problem of simultaneous distribution of commodities and collection of reusable ones the same size as the initial state with a single depot and a homogeneous fleet of vehicles with limited capacities and maximum distance, and constructs a mixed integer programming model. To solve this problem, an Ant Colony System (ACS) approach combining with the pheromone updating strategy of ASRank (Rank-based Version of Ant System) and MMAS (MAX-MIN Ant System) is proposed. A new heuristic factor is designed to improve the vehicle loading ability as well as the vehicle distance, and the initial vehicle load is designed to be a random value correlated to the delivery and pick-up demand of the rest customers on the path. The experimental study indicates that the approach could improve the vehicle load rate and get rid of the additional total distance caused by the fluctuating vehicle load and the limited capacity. It could obtain the satisfied solution with high convergence speed in the acceptable time.

关键词： Systems engineering

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Research on off-line handwritten Chinese characters recognition based on biomimetic recognition

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Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence 2008年第1期21卷 62-71页

作者： Wang, Jian-Ping Li, Wei-Tao Wang, Jin-Ling Wang, Xi-Hui Cheng, Yu School of Electric Engineering and Automation Hefei University of Technology Hefei 230009 China Key Laboratory of Integrated Automation of Process Industry Northeastern University Shenyang 110004 China Research Center of Automation Northeastern University Shenyang 110004 China School of Computer and Information Hefei University of Technology Hefei 230009 China

In this paper, biomimetic pattern recognition is employed to construct double weighted elliptical neuron sequence which is used to extract basic stroke segments to cover the handwritten Chinese character image. The topological property of the stroke segment neurons is analyzed. An image of handwritten Chinese characters is transformed into geometric figures composed by six styles of Chinese character strokes with fault tolerance. To imitate typing methods of human Chinese characters font code, the style, the number, the position, the number of joint and the crossover of stroke neurons with redundant fault tolerant shapes are counted. Data structures of characteristic knowledge of handwritten Chinese characters are built. Handwritten Chinese characters from SCUT-IRAC HCCLIB are tested and the results confirm the proposed method has the ability of recognizing handwritten Chinese characters.

关键词： Pattern recognition

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Robust Stabilization for Linear Time-varying Uncertain Periodic Descriptor Systems

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Acta Automatica Sinica 2008年第9期34卷 1219-1220页

作者： Xiao-Fu JI Ze-Bin YANG Yu-Kun SUN Hong-Ye SU School of Electrical and Information Engineering Jiangsu University Zhenjiang 212013 P. R. China National Key Laboratory of Industrial Control Technology Institute of Advanced Process Control Zhejiang University Hangzhou 310027 P. R. China

The problem of roust stabilization for linear time-varying uncertain periodic descriptor systems is revisited. Based on the concept of robust stability for linear time-varying uncertain periodic descriptor systems, a necessary and sufficient condition for robust stability is put forward. The robust stabilization problem is also studied and the corresponding necessary and sufficient condition is given using the notation of dual system. The obtained matrix inequality conditions can be transformed to linear matrix inequality ones with the introduction of some free matrices, which makes the analysis and design procedure simple and reliable.

关键词： Linear time-varying uncertain periodic descriptor systems robust stabilization linear matrix inequality

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New Delay-dependent Absolute Stability Criteria for Lurie Control Systems

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自动化学报 2008年第10期34卷 1275-1280页

作者： GAO Jin-Feng SU Hong-Ye JI Xiao-Fu CHU Jian Institute of Automation Zhejiang Sei-Teeh University Hangzhou 310018 P.R. China State Key Laboratory of Industrial Control Technology Institute of Advanced Process Control Zhejiang Uni- versity Yuquan Campus Hangzhou 310027 P. R. China School of Electrical and Information Engineering Jiangsu University Zhen- jiang 212013 P. R. China

这笔记为时间延期 Lurie 控制系统涉及绝对稳定性分析，非线性在一个无限的扇区和有限扇区定位了。由使用新 Lyapunov-Krasovskii 功能那把整个延期间隔切成二个子区间并且在每个子区间和介绍一些上定义不同精力功能免费重量的矩阵，某... 详细信息

这笔记为时间延期 Lurie 控制系统涉及绝对稳定性分析，非线性在一个无限的扇区和有限扇区定位了。由使用新 Lyapunov-Krasovskii 功能那把整个延期间隔切成二个子区间并且在每个子区间和介绍一些上定义不同精力功能免费重量的矩阵，某新延期依赖者要用体力地绝对的稳定性标准以严格的线性矩阵不平等(LMI ) 被介绍。获得的延期依赖者标准不比以前的保守，作为被数字例子说明。

关键词：时间延迟稳定性自动化系统 Lurie控制系统

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Improved Ant Colony System for VRPSPD with Maximum Distance Constraint

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Systems Engineering - Theory & Practice 2008年第1期28卷 132-140页

作者： Tao ZHANG Wen-xin TIAN Yue-jie ZHANG Shi-xin LIU School of Information Management and Engineering Shanghai University of Finance and Economics Shanghai 200433 China Informatization Office in Center of Modern Education Technology of Shanghai Finance University Shanghai 201209 China Department of Computer Science and Engineering Shanghai Key Laboratory of Intelligent Information Processing Fudan University Shanghai 200433 China School of Information Science and Engineering Northeastern University Key Laboratory of Integrated Automation of Process Industry Ministry of Education Shenyang 110004 China

This article investigates the reverse logistics vehicle routing problem with a single depot, simultaneous distribution and collection of the goods by a homogeneous fleet of vehicles under the restrictions of maximum capacities and maximum distance. A mixed integer programming model is established. To solve the model, an Ant Colony System (ACS) approach combined with the pheromone updating strategy of ASRank and MMAS ant algorithm is proposed. In such approach, the vehicle residual loading capacity is introduced into the heuristic function considering the complex feature of fluctuating vehicle load. Moreover, the initial load is designed to be a random value correlated to the delivery and pick-up demands of the rest clients. The experimental study indicates that the proposed approach could improve the vehicle load rate and avoid the added total distance caused by the fluctuating load and the maximum capacity constraint. It could reach the satisfied solutions with high convergence speed in an acceptable computational time.

关键词： reverse logistic vehicle routing with simultaneous delivery and pick-up (VRPSPD) ant colony system (ACS) mixed integer programming

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