2010 International Conference on Electronics and Information Engineering最新文献_第2页

A study of applying support vector machine and Genetic Algorithm to software reliability forecasting 支持向量机和遗传算法在软件可靠性预测中的应用研究

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559867

J. Lo

{"title":"A study of applying support vector machine and Genetic Algorithm to software reliability forecasting","authors":"J. Lo","doi":"10.1109/ICEIE.2010.5559867","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559867","url":null,"abstract":"Software reliability prediction models is very helpful for developers and testers to know the phase in which corrective action need to be performed in order to achieve target reliability estimate. In this paper, an SVM-based model for software reliability forecasting is proposed. Support vector machine (SVM) is a new method based on statistical learning theory. It has been successfully used to solve nonlinear regression and time series problems. However, SVM has rarely been applied to software reliability prediction. In addition, the parameters of SVM are determined by Genetic Algorithm (GA). It is also demonstrated that only recent failure data is enough for model training. This feature that the model does not use all available failure data enables software developers and testers to obtain general ideas about software reliability in the early phase of testing process. Two types of model input data selection in the literature are employed to illustrate the performances of various prediction models. Empirical results show that the proposed model is more precise in its reliability prediction and is less dependent on the size of failure data comparing with the other forecasting models.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122564162","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Design fuzzy control system for robot drivers 设计机器人驾驶员模糊控制系统

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559808

Amin Younesi Sinaki, Shakiba Feizabadi, B. Maleki

{"title":"Design fuzzy control system for robot drivers","authors":"Amin Younesi Sinaki, Shakiba Feizabadi, B. Maleki","doi":"10.1109/ICEIE.2010.5559808","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559808","url":null,"abstract":"Robot drivers are used in motor testing and research institutions. They can be used in determining velocity and they can keep velocity fixed in a specific cycle. This command is done by man or motor cycle software programs present research is focused on control system of throttle pedal, which is known as cruise control system. In present system the Operator gives the command of velocity to the first software program and the first software sends it to the second software via network communication. For example the first program can be in control room and the second one in a computer in the automobile, the second computer is connected to micro controller by parallel and series ports. Micro controller is connected to DC motor which is connected to axle Link that pushes pedal directly. Our purpose is displacement of this axle link by Dc motor in order to control throttle pedal. The second program receives velocity quantity and uses fuzzy controller to determine displacement of the link which is connected to pedal to gain determined velocity. present control system will be installed in the second program. Then second program sends displacement value to microcontroller. Micro controller determines and sends required voltage for desirable displacement of link to motor.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117327447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Planning evacuation for citizens in the area of the coastal tropical storm occurrence with Intelligence Fluids Algorithm 基于智能流体算法的沿海热带风暴发生区域居民疏散规划

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559791

Chantarat Kingsaeng, Suttisak Nayakovit

引用次数: 0

Design of WSN gateway based on ZigBee and TD 基于ZigBee和TD的无线传感器网络网关设计

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559719

Fuxing Yang, Chuansheng Yan

引用次数: 10

Virtual assembly of mechanical components and collision detection 机械部件的虚拟装配与碰撞检测

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559671

Tian Chen

引用次数: 6

Prediction exchange rate of USD/GBP with intelligence cyberspace experimental 基于智能网络空间的美元/英镑汇率预测实验

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559706

Suttisak Nayakovit, Khammapun Khantanapoka, Usa Jaritngam

引用次数: 2

Sharing and integration of profession ontology by web service - an example of diabetes care 通过web服务实现职业本体的共享和集成——以糖尿病护理为例

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559733

Jian-Xun Chen, Shih-Li Su, Zong Chen

{"title":"Sharing and integration of profession ontology by web service - an example of diabetes care","authors":"Jian-Xun Chen, Shih-Li Su, Zong Chen","doi":"10.1109/ICEIE.2010.5559733","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559733","url":null,"abstract":"Usually to finish a complicated task often requires different fields of professionals to contribute his knowledge because no one has the complete knowledge of the task. And if the knowledge is sharing by web pages in internet, users need to visit these pages one by one to grab piece of knowledge we needed on the pages and then integrate it manually. This approach takes lots of effort in searching, retrieving and integrating knowledge. To overcome this issue, we propose an approach to do this task. We first represent knowledge by some ontologies in internet and each of them represents a subdomain knowledge respectively, and then we integrate it through a web service platform. Sharing ontology in internet based on web service provides a simple and flexible manner for knowledge sharing, retrieval and integration. To demonstrate the feasibility of our approach, we use diabetes care as an example to use this system because it needs different professionals to make up a care plan. The result of our research shows, our system can retrieve and integrate diabetes care suggestion from related ontology in internet according to patient's condition. Thus It can reduce the consumption of medical resources while provide consistent care quality at the same time.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124309591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

An efficient mapping technique for flash memory using grouped blocks 一种使用分组块的闪存有效映射技术

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559681

Hyuk-In Kwon, Tae-Sun Chung

引用次数: 0

A novel scheme for sweat-pore extraction & performance evaluation on multi-core 一种新的多岩心汗孔提取及性能评价方案

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559804

Zia U H. Saquib, S. Soni

{"title":"A novel scheme for sweat-pore extraction & performance evaluation on multi-core","authors":"Zia U H. Saquib, S. Soni","doi":"10.1109/ICEIE.2010.5559804","DOIUrl":"https://doi.org/10.1109/ICEIE.2010.5559804","url":null,"abstract":"This paper presents a novel scheme for the detection and extraction of sweat pores (categorized as one of the fingerprint level 3 micro features). The proposed scheme seamlessly fuses two distinct methods into a novel model capable of obtaining good results from fingerprint images captured through optical live-scan devices with resolutions ranging from basic 500 dpi (despite the common belief that images obtained at this resolution are not of high enough quality) to 2000ppi. The performance of the presented model is then evaluated over multiple cores, spanning from single core to quad cores. The proposed scheme is successfully tested on publicly available fingerprint datasets, which were scanned with Cross Match Verifier 300 scanner at 500 dpi (pores are quite visible in these samples), as well as on 144 images at 2000ppi resolution. The experimental results clearly show a significant performance gain of 50.91% (32-bit platform) and 79.11% (64-bit platform) for parallelized approach over sequential approach. The performance gain is surely to increase further with few more code optimizations and with increase in the dataset size.","PeriodicalId":211301,"journal":{"name":"2010 International Conference on Electronics and Information Engineering","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2010-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132401464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Derivation of Z functional input/output refinement proof rules 推导了Z个函数输入/输出精化证明规则

2010 International Conference on Electronics and Information Engineering Pub Date : 2010-09-02 DOI: 10.1109/ICEIE.2010.5559891

S. Khalafinejad, S. Mirian-Hosseinabadi

引用次数: 3