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Intrusion detection system based on ant colony memory principle

Intrusion detection system based on ant colony memory princi...

引用

2009 International Conference on Apperceiving Computing and Intelligence Analysis, ICACIA 2009

作者： Yong, Liu Sunjun, Liu Chengdu Institute of Computer Application Chinese Academy of Sciences Chengdu 610041 China China Aerodynamics Research and Development Center Mianyang 621000 China Colleges of Software Engineering Chengdu University of Information Technology Chengdu 610225 China

ISBN: (纸本)9781424452040

In this thesis, memory principle and ant colony algorithm are fused and applied in intrusion detection system. The method of controlling pheromone used in ant colony algorithm is applied to simulate the memory process of human brain, and the concept of pheromone is put forth. The processes of memorizing and forgetting are reasonably interpreted through the increase and decrease of pheromone, and in the algorithm, new memory algorithm is formed to finish the processes of memorizing and forgetting after considering the impact of abnormal characteristics weight value on pheromone. Examples show that the algorithm is capable of realizing memorizing and forgetting processes and increasing the robustness and self adaptability of IDS. ©2009 IEEE.

关键词： Network security

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A hybrid model for solving tsp based on artificial immune and ant colony

A hybrid model for solving tsp based on artificial immune an...

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2009 International Conference on Information Engineering and computer Science, ICIECS 2009

作者： Liu, Yong Liu, Sunjun Chengdu Institute of Computer Application Chinese Academy of Sciences Chengdu 610041 China China Aerodynamics Research and Development Center Mianyang 621000 China Colleges of Software Engineering Chengdu University of Information Technology Chengdu 610225 China

ISBN: (纸本)9781424449941

Artificial immune algorithm has rapid and random overall search ability, but cannot utilize system feedback information sufficiently, which results in redundancy and iteration as well as low solving efficiency. Ant colony algorithm has distributed parallel overall search ability, and can be converged on optimal path by the accumulation and update of information pheromone, but there is a lack of early stage pheromone, and the solving speed is low. This thesis put forth a hybrid algorithm based on artificial immune algorithm and ant colony algorithm, which applies artificial immune algorithm to generate pheromone distribution, and ant colony algorithm for optimal solving. When this algorithm is applied to make computer simulation to solve TSP, it turned out that this algorithm is an optimal method with preferable converging speed and search ability. ©2009 IEEE.

关键词： Iterative methods

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The Application of the Adaptive Multi-mode Interactive Interface Based on Embedded Equipments

The Application of the Adaptive Multi-mode Interactive Inter...

引用

Japan-China Joint Workshop on Frontier of computer Science and technology (FCST)

作者： Ying Li Chengchen Ge Weiqin Tong Bin Cheng Xiaoli Zhi School of Computer Engineering and Science Shanghai University Shanghai China ICBC Shanghai Software Research and Development Center Shanghai China College of Mathematics Physics and Information Engineering Zhejiang Normal University ZJNU Jinhua China

In this paper, the concept of the adaptive multi-mode interactive interface based on embedded equipments is proposed and its implementation on digital STB is also brought forward, accompanying with the concrete design of the program step and the implementation details of the key component. The adaptive multi-mode interactive interface effectually improves the performance of human-computer interaction on digital STB. This not only effectively promotes the process popularized in the digital STB but also provides a good reference to human-computer interaction on embedded equipments.

关键词： US Department of Transportation Human computer interaction Signal processing Application software Research and development computer science computer interfaces Embedded computing Educational institutions Mathematics

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An Improved PSO Method for Detecting Feature Points of Large-Scale Point-Based Models

An Improved PSO Method for Detecting Feature Points of Large...

引用

International Conference on Computational Intelligence and software Engineering (CiSE)

作者： Yinan Lu Yan Jiang Yong Quan Bo Yu College of Computer Science and Technology Jilin University Changchun China Software Research and Development Center Tsinghua Tongfang ITG Beijing China

An improved particle swarm optimization (PSO) method for detecting feature points of large-scale point-based models is presented in this paper. By redefining the particle, fitness, initial and ending conditions, local optimum and global optimum, iterative equations of PSO, this method can search multi-regions for the feature points in an adaptive random and parallel manner. The fitness is defined as local surface variation. The global search and two different local search methods are combined to detect the feature points quickly. This method can realize the fast displaying of the characteristic of large-scale models. The effectiveness of the algorithm has been proved by the experiments.

关键词： computer vision Large-scale systems Clouds Particle swarm optimization Feature extraction Educational institutions computer science Iterative methods Equations Search methods

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A Dynamic Hebbian Learning Algorithm for Constructing E-Learner Communities

A Dynamic Hebbian Learning Algorithm for Constructing E-Lear...

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International Conference on Natural Computation (ICNC)

作者： Qinghua Chen Jing Jin Huaxi Chen School of Electroincs and Information Technology City College Wenzhou University Wenzhou China Department Software Research & Development Microsoft Research Asia Beijing China Dept. Computer Science and Technology Shanghai Jiaotong University Shanghai China

In order to solve the problem of "information overflow" in e-learning, an algorithm based on Hebbian learning law is proposed for constructing self-organized communities which can automatically group e-learners according to their learning interests. Unlike filtering methods,this algorithm takes into consideration of the distributed open environment of e-learning. This paper designed a peer-to-peer architecture and applied Hebbian learning law in constructing e-learner communities, avoiding the difficulty in calculating user similarity. Compared with traditional Hebbian learning based algorithm, this algorithm uses dynamic thresholds to address the problem of unilateral trust weight adjustment in extreme cases, and it also improves the trust weight adaptation and neighbor adjustment policies. Experimental results show that this algorithm achieves faster community construction speed and better scalability and stability.

关键词： Hebbian theory Heuristic algorithms Peer to peer computing Electronic learning Information filtering Scalability Stability Collaboration Information filters Information technology

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Study on Intelligent Communication Module for Programmable Logic Controller

Study on Intelligent Communication Module for Programmable L...

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International Conference on Artificial Intelligence and Computational Intelligence (AICI)

作者： Sheng Lu Zhong-Jian Cai Tan Liu School of Computer Science and Information Engineering Chongqing Technology and Business University Chongqing China Automation Research and Development Center Schneider Electric Shanghai China

This paper gives a new design for Ethernet/IP intelligent communication modules (EIICM). The new EIICM module not only acts as the network communication module for the PLCs to facilitate the communications between the PLCs and the remote network devices, but also it acts as the CPU of the built-in operation switch to perform the network topology monitoring and maintenance, IGMP snooping, and switch managing and diagnosing. Furthermore, it acts as an Ethernet/IP and MB/TCP end device to provide implicit and explicit messaging services. In this paper, it focuses on the overall architecture, the functional design and some key techniques of new solution in EIICCM, such as ¿structured message broker¿ pattern, ¿management-self adaptable¿ pattern, and device management method. It has given a new solution for the next generation of Ethernet module for industrial PLC.

关键词： Programmable control Ethernet networks Switches Protocols TCPIP Communication system control Communication switching Control systems Manufacturing industries Competitive intelligence

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A Multi-agent Model for English Text Chunking

A Multi-agent Model for English Text Chunking

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International Conference on Information technology and computer Science, ITCS

作者： Ying-Hong Liang Jin-xiang Li Jun Cao De-pang Wang School of Mechanical and Electronic Engineering North East Forestry University Harbin China JiangSu Province Support Software Engineering Research and Development Center for Modern Information Technology Application in Enterprise School of Computer Engineering Suzhou Vocational University Suzhou China

Traditional English text chunking approach is to identify phrases using only one model and same features. It is shown that one model could not consider each phrasepsilas characteristics, and same features are not suitable to all phrases. In this paper, a multi-agent text chunking model is proposed. This model uses individual sensitive features of each phrase to identify different phrases. Through testing on the public training and test corpus, this multi-agent model is effective because F score of English chunking using this multi-agent model achieves to 95.70%, which is higher than the best result that has been reported.

关键词： Information technology Testing software engineering Research and development Application software Learning systems Data mining Natural language processing Text processing computer science

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ITIS: Intelligent Traffic Information Service in shanghaiGrid

ITIS: Intelligent Traffic Information Service in ShanghaiGri...

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ChinaGrid Annual Conference (ChinaGrid)

作者： Xu Li Junwei Wu Xinhua Lin Ying Li Minglu Li Department of Computer Science and Engineering Shanghai Jiaotong University Shanghai China Computer Software Technology Shanghai Development Center China

ISBN: (纸本)9780769533063

Intelligent traffic information service (ITIS) is a typically grid application in shanghaiGrid to achieve effective traffic management. Several issues and challenges needed to be explored in ITIS, such as resource sharing, middleware communication, traffic control grid, and so on. We implemented a prototype system of ITIS and carried out a field testing in shanghai city. We show that by utilizing the grid technology, the expected performance can be obtained, such as stability, scalability, etc. Meantime, traffic status estimation and traffic surveillance can be well handled in ITIS.

关键词： Vehicles Traffic control Wireless sensor networks Mobile communication Real time systems Middleware Wireless communication

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Static Analysis Test Platform Construction for Embedded Systems

Static Analysis Test Platform Construction for Embedded Syst...

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2008 International Conference on Audio，Language and Image Processing(2008国际声音、语言、图像过程大会)

作者： Hongcheng Wang Zhigang Ding Yuwei Zhong Shanghai Development Center of Computer Software Technology Shanghai 201112 China Shanghai Engineering Research Center of Embedded System Application

Greatly progress has been made in embedded system product recent years. With widely application of embedded system, measures must be taken to assure its quality and accelerate its development time. A static analysis test platform for embedded systems is constructed in this paper with two static analysis tools, PolySpace and Pclint. Since embedded software and ordinary software are not the same, these tools can be useful after complicated configuration. By comparing the differences between embedded software and ordinary software, a set of steps are introduced, which are concluded and verified by authors' practice in recent two years. In order to present organized configuration processes, analysis result of 5 source files are shown to illustrate the effect of this platform. This analysis test platform should be used as early as possible during embedded system development cycle.

关键词： software Embedded system Hardware computer bugs Program processors Assembly Programming

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Fully Secure Identity Based Proxy Re-Encryption Schemes in the Standard Model

Fully Secure Identity Based Proxy Re-Encryption Schemes in t...

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International Conference on computer Science and Information technology (CSIT)

作者： Xiaoming Hu Xu Chen Shangteng Huang Department of Computer Science and Engineering Shanghai Jiaotong University Shanghai China Shanghai Software Development Center Dresser Machine Limited Shanghai China

A proxy re-encryption scheme allows the proxy to transform ciphertext computed under one public key into the different ciphertext that can be decrypted by using another public key. Recently, many identity-based proxy re-encryption schemes have been proposed. However, all of these schemes are only proved secure in the random oracle not in the standard model. In this paper, Based on Waters's identity based encryption, an identity based proxy re-encryption scheme is proposed that is proved fully secure without the random model. The proposed scheme's security can be reduced to the decision Bilinear Diffie-Hellman assumption.

关键词： Cryptography Public key Security Computational modeling Public key cryptography Games Construction industry

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