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检索条件"任意字段=2010 3rd IEEE International Conference on Computer Science and Information Technology—ICCSIT 2010"

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Network intrusion detection method by least squares support vector machine classifier

Network intrusion detection method by least squares support ...

引用

international conference on computer science and information technology (CSIT)

作者： Lin, Li Zhong Zhang, Ya Ming Zhang, Yu Bin ShiJiaZhuang College ShiJiaZhuang China ShiJiaZhuang Information Engineering Vocational College ShiJiaZhuang China HeBei Vocational Art College ShiJiaZhuang China

ISBN: (纸本)9781424455386

Network is more and more popular in the present society. Least squares support vector machine is a kind modified support vector machine for classification, which can solve a convex quadratic programming problem. Least squares support vector machine is presented to network intrusion detection. We apply KDDCUP99 experimental data of MIT Lincoln Laboratory to research the classification performance of LS-SVM classifier. Support vector machine, BP neural network are used to compare with the proposed method in the paper. The experimental indicates that LS-SVM detection method has higher detection accuracy than support vector machine, BP neural network. © 2010 ieee.

关键词： Support vector machines

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An efficient method for a11-in-focused light field rendering

An efficient method for a11-in-focused light field rendering

引用

2010 3rd ieee international conference on computer science and information technology, iccsit 2010

作者： Wen, Wei Zhang, Zhi Jiang Yao, Si Cong Zeng, Dan Key Laboratory of Specialty Fiber Optics and Optical Access Networks School of Communication and Information Engineering Shanghai University Shanghai China

ISBN: (纸本)9781424455386

Light field rendering (LFR) is an image-based method for generating novel views from a set of camera images. When sample of camera array is sparse, conventional light field rendering would cause aliasing artifacts. We present a straightforward layer-based method that significantly removes the aliasing artifacts with no prior knowledge of the scene geometry. First, a sparse disparity map is generated to detect the depth layers of the scene. Then, for synthesized each pixel, using the color consistency constraint to detect the optimum focal plane from the layer depths, and rendering such pixel with selected focal plane by LFR method. Finally, a trick method is used to reduce flickering artifacts caused by the color consistency constraint. Experimental results show the effectiveness of our approach. © 2010 ieee.

关键词： Pixels

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Low-cost VRML Based Architecture for Adaptive and User Customized Virtual Visits to Art Galleries

Low-cost VRML Based Architecture for Adaptive and User Custo...

引用

3rd ieee international conference on computer science and information technology (iccsit)

作者： Eckert, Martina Maria Cubero, Jose Sanchezi, Beatriz Martin, Antonio Salgado, Luis Univ Politecn Madrid Escuela Univ Ingn Tecn Telecomunicac Madrid 28031 Spain Univ Politecn Madrid Escuela Tecn Super Ingn Telecomunicac Madrid 28040 Spain

ISBN: (纸本)9781424455379

This paper presents an innovative procedure, capable to automatically generate virtual environments which are applicable to art galleries, museums or similar facilities, and suitable for web-based promotions of artists and their works. The presented system is part of the outcome of an interdisciplinary research for low-cost and platform independent solutions to combine art with virtual reality with the aim to promote artist works through new interaction metaphors which include dynamic 3D visualization of works of art with associated structured multimedia information. In detail, we present the resulting low-cost and platform-independent VRML-based architecture for the automatic generation of user-customized virtual visits in 3D of art galleries based on XML descriptions. As the VRML standard presents a lack of flexibility when customizing the scenarios according to special user interests, which could be different in every session, we propose a new strategy consisting in decoupling the associated multimedia information from the geometrical description of the presented artworks. This approach provides an external management of those contents, hence overcoming the identified limitation, while additionally increasing design efficiency and content adaptability.

关键词： Artworks art galleries adaptive virtual scenes web technology user customized virtual environment low-cost platform independent VRML XML metaphors

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Deployment of Neutrosophic technology to Retrieve Answer for Queries Posed in Natural Language

Deployment of Neutrosophic Technology to Retrieve Answer for...

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3rd ieee international conference on computer science and information technology (iccsit)

作者： Arora, Meena Biswas, Ranjit JSS Acad Tech Educ CSE Dept Noida India Inst Technol & Management CSE Dept Gurgoan India

ISBN: (纸本)9781424455379

In this paper, we have we have introduced a new intelligent soft-computing method of neutrosophic search with ranks and a new neutrosophic rank sets for neutrosophic relational data model (NrdM). Essentially the data and documents on the Web are heterogeneous;inconsistency is unavoidable in Web mining. Using the presentation and reasoning method of our data model, it is easier to capture imperfect information on the Web which will provide more potentially valued-added information. In Bio-informatics there is a proliferation of data sources. Each research group and each new experimental technique seems to generate yet another source of valuable data. But these data can be incomplete and imprecise, and even inconsistent We could not simply throw away one data in favor of other data. So now we can represent and extract useful information from these data as a challenge. Thus it is a kind of an intelligent search for match in order to answer imprecise queries of the lay users. Our method, being an intelligent soft-computing method, will support the users to make and find the answers to their queries without iteratively refining them by trial and error. This important issue of closeness cannot be addressed with the crisp mathematics. That is why we have used the Neutrosophic tools. Neutrosophic-search method could be easily incorporated in the existing commercial query languages of DBMS to serve the lay users better. So in this Paper Authors are suggesting NrdM and Rank Sets to solve the imprecise query based on Rank Neutrosophic search which is a combination Neutrosophic Proximity search and alpha-Neutrosophic-equality Search.

关键词： alpha-Neutrosophic-equality Search proximity search Rank neutrosophic sets Rank Neutrosophic search Neutrosophic relation Neutrosophic relational data model

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CAN based smart sensor network for indoor air quality monitoring

CAN based smart sensor network for indoor air quality monito...

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2010 3rd ieee international conference on computer science and information technology, iccsit 2010

作者： Pillai, Minu A. Veerasingam, Sridevi Yaswanth, Sai D. Department of Instrumentation and Control National Institute of Technology Tiruchirappalli India

ISBN: (纸本)9781424455386

Good indoor air quality (IAQ) can contribute to the safety, health and comfort of the people. Since indoor exposure to air contaminants penetrating from the indoor air contaminant sources depends on a number of parameters such as the ventilation rate, the geometric characteristics of the indoor environment, the indoor removal mechanisms and the concentration of air contaminants released, the implementation of smart sensor network is a promising solution to ensure good indoor air quality. This paper focuses on the application of CAN (controller Area Network) in forming a smart sensor network. The nodes are physically distributed where the serial common bus communication network CAN provides a robust means of interconnecting the nodes in the network. This paper proposes Atmel CANary based sensor nodes and motor control node for the monitoring and control of indoor air quality. The system output is a prototype of IAQ monitoring and control system which is evaluated through hardware tests. © 2010 ieee.

关键词： Sensor nodes

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Query expansion based on domain ontology for learning objects search

Query expansion based on domain ontology for learning object...

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2010 3rd ieee international conference on computer science and information technology, iccsit 2010

作者： Alejandra, Segura N. Christian, Vidal C. Manuel, Prieto M. Dept. of Information Systems Bio Bio University Concepcion Chile High School of Informatics Castilla -La Mancha University Ciudad Real Spain

ISBN: (纸本)9781424455386

This paper presents some research results which assesses the problem of query expansion in search activities. We propose the use of domain ontologies, linguistic processing and validation based on a general dictionary. The work is focused on Learning Object's search in specialized repositories. It includes a review of query expansion methods that can be used in e-learning and a description of a prototype that implement this approach. The results obtained so far allow us to state that the terms added to the query as result of the expansion process provide more specificity in the retrieved elements. Future research aims to demonstrate that with new terms, it is possible to improve relevance in retrieved Learning Objects. © 2010 ieee.

关键词： Knowledge representation

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Path capacity of multi-channel multi-hop ieee 802.11 wireless networks with channel switching

Path capacity of multi-channel multi-hop IEEE 802.11 wireles...

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2010 3rd ieee international conference on computer science and information technology, iccsit 2010

作者： He, Pingshi Xu, Ziping Qi, Wangdong Yang, Xia Dep. of Computer Application Technology Institute of Command Automation PLAUST Nanjing China Dep. of Telecommunication Engineering Institute of Communication Engineering PLAUST Nanjing China Institute of China Electronic System Engineering Company China

ISBN: (纸本)9781424455386

The capacity problem is one of the main issues in researching the multi-channel ieee 802.11 wireless networks. In this paper, we analyze the path capacity of the multi-channel wireless networks by estimating the RTS, CTS and the packet loss rate of the wireless links and calculating the average service time of the packet sending. We also analyze the channel assignment and channel switching problems and present the Neighborhood Channel Concentration Degree (NCCD) mechanism which can distribute network load into the available channels and increase the total throughput of the network. We use ns-2 as the simulator to simulate the network throughput using our NCCD and compare with the throughput of the MCR mechanism. The results show that NCCD can significantly increase the network throughput. © 2010 ieee.

关键词： Packet networks

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On speech recognition access control system based on HMMI ANN

On speech recognition access control system based on HMMI AN...

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2010 3rd ieee international conference on computer science and information technology, iccsit 2010

作者： Li, Bo Wang, Dong-Xia Zou, De-Jun Hu, Tie-Sen Electricity and Infonnation Engineering College Liaoning University of Technology linzhou China

ISBN: (纸本)9781424455386

In order to improve the recognition rate and practicability of the existing speech access control system, a method of HMM/ANN hybrid model was presented. By the analysis on the principle of speech recognition system, a speech access control system was designed by using DSP as the hardware platform. The working principle and the software design process of the system were described. In the training stage, the system mtered out one from N-group user models closest to the current composition and then optimized HMM adaptively. Afterwards, the system carried on the speech recognition with ANN and gave the final result. Through the system simulation, the experimental result shows that the system has a higher speech recognition rate by the selection-confirmation algorithm. Therefore, it is a novel way by which the security of the system can be effectively guaranteed that applying HMM/ANN hybrid model to the speech access control system. © 2010 ieee.

关键词： Speech recognition

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Flexible System Capacity Control Technique for WiMAX Multi-Hop Relay Networks

Flexible System Capacity Control Technique for WiMAX Multi-H...

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3rd ieee international conference on computer science and information technology (iccsit)

作者： Bayan, Anas F. Wan, Tat-Chee Univ Sains Malaysia Natl Adv Ctr Excellence NAv6 IPv6 George Town 11800 Malaysia Univ Sains Malaysia Sch Comp Sci George Town 11800 Malaysia

ISBN: (纸本)9781424455379

System capacity is an important factor that affects the performance of WiMAX system where the amount of data that can be delivered to the end user is determined based on the system capacity and users QoS requirements. This scenario is even more complex when multi-hop relays are introduced into the network whereas the user access capacity decreases with the increase of hop number. In order to maintain the QoS in WiMAX multi-hop relay network, it is essential to control and determine the number of users connect to each zone in regards to different levels of QoS. In this paper a Flexible System Capacity Control (FSCC) technique is proposed for WiMAX Multi-hop Relay network to control the number of users that connect to the network and calculate the system capacity in terms of a three level relay topology. We present detailed mathematical analysis of the FSCC. The FSCC control the number of users at each wireless zone by the use of different control parameters ex: and accept or reject users at each relay based on the predefined allocated number of users for each relay and the total system capacity. The analytical result shows that the FSCC has achieved the objective of this study. Controlling and determining the number of user is very crucial in order to maximize the throughput for each individual user requirement of QoS, maintain fairness between users in the networks and guarantee QoS for real time application users.

关键词： ieee 802.16j system capacity throughput WiMAX QoS

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RETRACTED ARTICLE: Design and development of athlete information management system

RETRACTED ARTICLE: Design and development of athlete informa...

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作者： He, Xiuzhen Dept. of Sports Military China Jiliang University Hangzhou Zhejiang China

ISBN: (纸本)9781424455386

with the use of the advantages of computer and network technology, design and development of athletes information management systems achieve the basic information, evaluation, statistics of athletes, monitor and evaluate on the athletic ability of elite athletes and achieve information management of athletes automation scientific and management man-machine integration, and provide management of scientific training for the athletes with a powerful decision support. © 2010 ieee.

关键词： information management

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