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Text Categorization research Based on Cluster Idea

Text Categorization Research Based on Cluster Idea

引用

International Workshop on Education Technology and computer Science, ETCS

作者： Jialun Lin Xiaoling Li Yuan Jiao Computer Teaching and Research Section Hainan Medical College China

ISBN: (纸本)9781424463886;9780769539874

Classification and clustering are frequently-used methods in data excavation technology. This paper introduces the idea of text clustering into the categorization algorithm study. The authors also attempt to use the text categorization pattern of self'-initiated learning to design a clustering-based text categorization algorithm, in the purpose of reducing the dimension of training set and raising the efficiency of categorization implement. A series of experiments prove that this algorithm can greatly raise the efficiency while slightly reducing the accuracy of categorization, and then balance the contradiction between them.

关键词： Text categorization Clustering algorithms Partitioning algorithms Clustering methods Educational technology Testing Management training computer science education computer science Algorithm design and analysis

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Face recognition based on 2DPCA and fuzzy-rough technique

Face recognition based on 2DPCA and fuzzy-rough technique

引用

International Conference on Machine Learning and Cybernetics

作者： Zhai, Jun-Hai Bai, Chen-Yan Zhang, Su-Fang Machine Learning Center Faculty of Mathematics and Computer Science Hebei University Baoding 071002 China Teaching and Research of Section of Mathematics Hebei Information Engineering School Baoding 071000 China

ISBN: (纸本)9781424465262

To remove the redundant features extracted by using 2DPCA methods, a face recognition method is presented based on 2DPCA and fuzzy-rough technique in this paper. The proposed method selects the important features for classification by using attribute reduction in fuzzy rough sets theory. The experimental results show the proposed method outperforms the face recognition methods based on 2DPCA. © 2010 IEEE.

关键词： Face recognition

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research and realization of the mechanism of embedded linux kernel semaphore

Research and realization of the mechanism of embedded linux ...

引用

International Conference on Advanced computer Theory and Engineering, ICACTE

作者： Ya-Jun Wang The teaching and research section of computer The Peoples Armed Police Forces Academy Langfang Hebei China the teaching and research section of computer the Chinese People's Armed Police Forces Academy langfang hebei China

Linux kernel semaphore mechanism is an effective means of synchronizing tasks which compete against each other to enter the same kernel critical section. However, the problem of priority inversion in Linux kernel semaphore is still unsolved. It is very important to solve the problem of priority inversion by means of priority inheritance when applying Linux in real-time embedded system. Based on the analysis of the Linux source codes about kernel semaphore operation, this paper realizes the base priority inheritance protocol by modifying the Linux kernel.

关键词： Real time systems Protocols

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Experiences from implementing an educational MMORPG

Experiences from implementing an educational MMORPG

引用

International IEEE Consumer Electronics Society's Games Innovations Conference, ICE-GIC

作者： Bian Wu Alf Inge Wang Yuanyuan Zhang Department of Computer and Information Science Norwegian University of Science and Technology Trondheim Norway Computer Teaching and Research Section Institute of Chemical Defense of People Liberation Army Beijing China

This paper describes the implementation of an educational Massively Multiplayer Online Role-Playing Game (MMORPG), named World of Wisdom (WoW). WoW is designed under the context of game design theory and game features extracted from surveys of popular MMORPGs. It is an open educational platform where students can “play exercises” instead doing them in the traditional paper way. Further, it provides an editor for teachers to create new game plots and content without the need of programming. As an aid for lectures, WoW can motivate the students to do the exercises more thoroughly. Finally, the paper presents both positive and negative experiences from the design and implementation of the game. We find that there are various theories that can benefit the design of educational MMORPGs. However, the key problem is how to choose and apply relevant theory to support the design, our experiences in the paper are examples that explore and explain this problem.

关键词： Games Servers Education Prototypes Databases IEEE Consumer Electronics Society Conferences

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Face recognition based on 2DPCA and fuzzy-rough technique

Face recognition based on 2DPCA and fuzzy-rough technique

引用

International Conference on Machine Learning and Cybernetics (ICMLC)

作者： Jun-Hai Zhai Chen-Yan Bai Su-Fang Zhang Machine Learning Center Faculty of Mathematics and Computer Science Hebei University Baoding China Teaching and research of section of mathematics Hebei Information Engineering School Baoding China

关键词： Face Face recognition Databases Feature extraction Principal component analysis Rough sets Covariance matrix

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Bloom filter-based keyword search over XML data in structured Peer-to-Peer systems

Bloom filter-based keyword search over XML data in structure...

引用

International Conference on computer Science and Information Technology (CSIT)

作者： Weimin He Teng Lv Department of Computing and New Media Technologies University of Wisconsin Stevens Stevens Point WI USA Teaching and Research Section of Computer Artillery Academy of PLA Hefei Anhui China

With the popularity of Extensible Markup Language (XML) as the new standard of data exchange on the web, a large number of data sources are represented or encoded in XML format. Therefore, querying and searching XML data on the web has attracted much attention in the database literature. The new emerging Peer-to-Peer (P2P) computing model has fueled the autonomous data sharing over the Internet in a more flexible fashion. Needless to say, XML data retrieval in P2P systems has become attractive to professionals in both research and industrial communities. In this paper, we propose a Bloom-Filter based keyword search framework for XML data retrieval in structured P2P systems. We designed an efficient Bloom-Filter based XML indexing scheme for XML data retrieval in structured P2P systems. We also developed an effective keyword search algorithm over our Bloom-Filter encoded XML indexes. The experimental results demonstrate that our novel indexing scheme is much more efficient compared to the traditional full-indexing scheme, our keyword search algorithm is efficient in terms of query response time, and our system is scalable in terms of data size and network size.

关键词： Books XML Q measurement Indexing

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A Simulation Based Verification Method for Elevator Traffic Planning

A Simulation Based Verification Method for Elevator Traffic ...

引用

The 2010 International Conference on computer Application and System Modeling(2010计算机应用与系统建模国际会议 ICCASM 2010)

作者： Yang Zhenshan Zhang Yunli College of Information Science and Engineering Bohai University Jinzhou P.R.China Computer Teaching and Research Section Liaoning Medical University Jinzhou P.R.China

Elevator traffic systems are the main vertical transportation facilities in high-rise buildings which play a vital role in modern life. A well-designed elevator traffic system should provide passengers with both sufficient quantity and satisfactory quality of service. Considering that the classical elevator traffic planning theory focuses, mainly, on the quantity of service, ignoring the quality of service, a simulation based verification method for elevator traffic planning is proposed, in which the object oriented discrete event driven technique, based on an improved multi-server batch service queuing discipline, is employed to describe the dynamic behaviors of both passengers and elevators to evaluate the service level of elevator traffic system. The initial configuring results by the classical calculation model are adjusted on simulation to meet both the expected passenger handling capacities and the expected service level. The proposed method perfects the classical elevator traffic planning theory which shows better results than the classical methods.

关键词： elevator traffic planning service quality multiserver batch service event driven average waiting time

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A survey of modelling uncertain data

A survey of modelling uncertain data

引用

International Conference on computer Science and Information Technology (CSIT)

作者： Teng Lv Weimin He Ping Yan Teaching and Research Section of Computer Artillery Academy of PLA Hefei China Department of Computing and New Media Technologies University of Wisconsin Stevens Stevens Point WI USA School of Science Anhui Agricultural University Hefei China

Uncertainty in data is caused by various reasons such as data generated and transmitted in sensor networks, data mapping in uncertain data integrating environments, and data in some specific applications considering privacy and confidentiality, etc. To describe the uncertainty in data, probabilistic approaches are widely used among other approaches. This paper gives a survey study on some probabilistic approaches in database fields as well as in semi-structured datasets, especially in XML datasets.

关键词： Variable speed drives computers

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research and application of reverse mobile commerce platform

Research and application of reverse mobile commerce platform

引用

1st International Conference on Information Science and Engineering, ICISE2009

作者： Hu, Zhiyong Computer Teaching and Research Section Guangzhou Communication Institute Guangzhou 510502 China

ISBN: (纸本)9780769538877

Reverse Mobile Commerce Platform is an innovative e-commerce mode that reverses the traditional business process of e-commerce. Commodities traded on such platform are invisible information such as certain public idea, opinion, knowledge, comment and experience etc. This paper sets out to put forward the ideology and system constitution of Reverse Mobile Commerce Platform, and make detailed description of its operational mechanism. ©2009 IEEE.

关键词： Mobile commerce

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网络入侵检测系统中关键技术的应用研究

网络入侵检测系统中关键技术的应用研究

引用

第21届全国计算机新科技与计算机教育学术大会

作者： KAN Yuan 阚媛 ZHANG Guoqing 张国庆 ZHENG Guixing 郑贵省 Teaching and Research Section of Computer Military Transportation University Tianjin 300161 军事交通学院计算机教研室天津300161

当今信息时代，入侵检测作为一种主动的安全防护技术，提供了对内部攻击、外部攻击和误操作的实时保护，能够从网络安全的立体纵深、多层次防御的角度出发提供安全服务，由此成为安全领域的研究热点之一。对于组成入侵检测系统的各个模... 详细信息

当今信息时代，入侵检测作为一种主动的安全防护技术，提供了对内部攻击、外部攻击和误操作的实时保护，能够从网络安全的立体纵深、多层次防御的角度出发提供安全服务，由此成为安全领域的研究热点之一。对于组成入侵检测系统的各个模块，文章从分析数据包捕获、特征签名库的建立、协议解析、原始数据预处理、检测分析等几个关键环节着眼，用具体的实例和实验来说明完成这几方面工作所要使用的技术和必备理论知识。

关键词：网络安全入侵检测计算机系统数据预处理

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