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Mining Data from Multiple Software development Projects

Mining Data from Multiple Software Development Projects

引用

IEEE international conference on Data Mining Workshops (ICDM Workshops)

作者： H. Wang T.M. Khoshgoftaar K. Gao N. Seliya

A large system often goes through multiple software project development cycles, in part due to changes in operation and development environments. For example, rapid turnover of the development team between releases can influence software quality, making it important to mine software project data over multiple system releases when building defect predictors. Data collection of software attributes are often conducted independent of the quality improvement goals, leading to the availability of a large number of attributes for analysis. Given the problems associated with variations in development process, data collection, and quality goals from one release to another emphasizes the importance of selecting a best-set of software attributes for software quality prediction. Moreover, it is intuitive to remove attributes that do not add to, or have an adverse effect on, the knowledge of the consequent model. Based on real-world software projects' data, we present a large case study that compares wrapper-based feature ranking techniques (WRT) and our proposed hybrid feature selection (HFS) technique. The comparison is done using both threefold cross-validation (CV) and three-fold cross-validation with risk impact (CVR). It is shown that HFS is better than WRT, while CV is superior to CVR.

关键词： Data mining Programming Distributed algorithms Statistical distributions Detection algorithms Monitoring conferences Space technology computer science NASA

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The Strategy of Description and Computation for User’s QoS Preference

The Strategy of Description and Computation for User’s QoS ...

引用

2009 international conference on Computational Intelligence and Natural Computing(CINC 2009)

作者： Quan Liang Department of computer andInformation Science Fujian University of technology Fuzhou,China Yuanzhuo Wang Department of computer Science and technology Tshinghua University Beijing,China

In order to satisfy users’ individual QoS requirements,the paper studied the QoS attributes of grid service,and put forward several ways to describe QoS preference information: ordering vector,AHP judgement matrix and language evaluation collection,and gave out the concrete methods of conversion and *** the same time,a method of selecting the relatively optimal service was presented which can reflect users’ QoS *** numerical example analysis indicates that the method for user QoS preference is conscientiously feasible.

关键词： grid QoS attributes QoS preference decision-making processing strategy

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CAD Software development of Throttle Valves Parameters of Telescopic Shock Absorber Based on Speed Characteristic

CAD Software Development of Throttle Valves Parameters of Te...

引用

2009 11th IEEE international conference on computer-Aided Design and computer Graphics(IEEE CAD/Graphics 2009)

作者： Changcheng Zhou,Leilei Zhao School of Traffic and Vehicle Engineering Shandong University of technology Zibo 255049,China Zhiyun Zheng College of Information & Engineering Zhengzhou University Zhengzhou 450052,China

By the relation of oil throttle pressure to flow volume and the deformation of throttle slice,the mathematics model and target function of valves parameters optimization design was *** on,the CAD soft ware of valves parameters of telescopic shock absorber was developed.A practical design with the CAD soft ware was given,the performance test was conducted for the telescopic shock absorber designed by CAD,and the tested values fit the desired ones *** experiment results show that the model of optimization design is accurate,and the CAD soft ware is reliable.

关键词： CAD Software development of Throttle Valves Parameters of Telescopic Shock Absorber Based on Speed Characteristic

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SenSORCER: A Framework for Managing Sensor-Federated Networks

SenSORCER: A Framework for Managing Sensor-Federated Network...

引用

international conference on Parallel Processing Workshops (ICPPW)

作者： Sujit Bhosale Michael Sobolewski Computer Science SORCER Research Group Texas Tech University Lubbock USA

Despite many technology advances, the limited computing power of sensors encumber them from taking part in service-oriented architectures. In recent years, the sensor-networking subject has been extensively studied, with the focus on efficient usage of energy in sensors and efficient usage of sensor node processing power. However, providing sensor nodes with the relevant computing power and network sensor management is seldom addressed. With the availability of federated meta-computing environments, sensors can participate in service oriented computing, by exporting sensor probe data with relevant processing as a network service. The framework introduced in this paper allows for building highly scalable and dynamic sensor networks, providing sensors with corresponding federated computing environment. A novel approach using the SORCER metacomputing model to integrate several different sensors and sensor networks into a dynamic service-oriented sensor network is presented. The framework makes use of provisioning mechanism, which autonomically allocates required resources to sensor services. Furthermore, the dynamically typed language, Groovy, provides the runtime computing mechanism involving variables of sensor services. The framework is generic and extensible and allows incorporating different standard and non-standard sensor technologies. It also helps expedite the development process for service-to-service applications involving sensor data.

关键词： computer networks computer network management computer science Metacomputing Protocols conference management Electronic mail Availability Probes Network topology

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Optimum tuning of defense settings for common attacks on the web applications

Optimum tuning of defense settings for common attacks on the...

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international Carnahan conference on Security technology

作者： Dwen-Ren Tsai Allen Y. Chang Peichi Liu Hsuan-Chang Chen Department of Computer Science Chinese Cultural University Taipei Taiwan Research and Development Graduate Institute of Information Sec. Industry Chinese Cultural University Taipei Taiwan

Statistics from various sources indicate that there are roughly 75% cyber attacks occurred in the web applications, and the trend is growing. The unsafe coding of web application or the vulnerability of the application itself is yet to be patched result in a high security risk. In addition to white-box testing to examine the source code, black box testing for vulnerability scan or penetration test, one may choose to setup defense facilities at the front-end of the server - such as: application-layer intrusion prevention system, or application software and hardware firewall to enhance the defense mechanism or to gain more time to patch the vulnerability. This paper presents an optimum tuning method utilizing the application firewall widely used by the modern enterprises. We explore several attacking methods commonly used nowadays, such as the signature of cross-site scripting and SQL injection, and introduce a new method to setup the parameters of the device to strengthen the defense. To enhance the security of the back-end application servers, we use keyword filtering and re-treatment to rule out the blacklist, and to adjust the system settings so that it can effectively block the assaults or reduce the possibility of successful attacks. In addition, we also simulate attacks to web browsing and application through vulnerability scanning tools to test the security of application system and to make sure the necessary defense of the optimum tuning parameters. This concept does produce good results in our implementation of verification tests. It is worth promoting as a reference.

关键词： Application software System testing Information security Software testing Internet computer science Research and development Defense industry Hardware Filtering

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On Reform of Marketing Talents Training Mode and Case Study of Higher Learning Institutions

On Reform of Marketing Talents Training Mode and Case Study ...

引用

2009 2nd IEEE international conference on computer Science and Information technology（ICCSIT 2009）

作者： Han X.M Research Center of Cluster and Enterprise development,Business School,Jiangxi University of Finance and Economic,P.R.China,330013

Nowadays,there still exists marked gap between the talent training structure & level of marketing discipline set up by higher learning institutions in China and that of social *** Article,analyzed demand on marketing talents,explored problems existed in current marketing professional education conducted in higher learning institutions in China and introduced the practice of construction and reform of marketing discipline in Jiangxi University of Finance and Economics,and as a consequence,pointed out that development of marketing discipline should follow the development law of the discipline and conduct reform on teaching system,teaching mode and teaching contents based on market orientation.

关键词： Higher Learning Institutions Marketing Training Mode

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Financing Experience of Japanese Small-and Medium-sized Enterprises and its Inspiration for China

Financing Experience of Japanese Small-and Medium-sized Ente...

引用

2009 2nd IEEE international conference on computer Science and Information technology（ICCSIT 2009）

作者： Chen Ming Research Center of Cluster and Enterprise development,Business School,Jiangxi University of Finance and Economic,P.R.China,330013

Financing difficulty of small- and medium-sized enterprises has become a major problem severely restraining healthy development of small- and medium-sized enterprises in *** counterparts have also experienced the same dilemma and effective measures which they adopted to solve this difficulty can serve as beneficial reference to *** Article,based on introducing the development of small- and medium-sized enterprises in Japan and their financial support,has herein analyzed the main problems in financing difficulty of small- and medium-sized enterprises in China and put forwards some suggestions concerning financial support to small- and medium-sized enterprises in reference to Japanese experience.

关键词： Small-and Medium-sized Enterprises Financing Financial Organization Credit Guarantee

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Research on development Strategy of China’s Newspaper Industry in Digital Times

Research on Development Strategy of China’s Newspaper Indus...

引用

2009 2nd IEEE international conference on computer Science and Information technology（ICCSIT 2009）

作者： Guo Ya Xiong School of accounting,Jiangxi University of Finance and Economic,P.R.China,330013

Along with incessant emergence of new media as mobile phone and internet etc.,the advertisement sources and readership of traditional newspaper have been divided and their space of subsistence has shrunk *** with the advent of digital times in the new century,newspaper industries have encountered crisis worldwide and fallen across their inflexion in their development *** response to this fact,the Author holds that it is imperative to further clarify the development orientation of "digital newspaper industry",actively promote updating of newspaper industry's talent strategy concepts,and put high emphasis on "corporate" management and operation of newspaper industry group to realize the transformation and transcendence of newspaper industry from conceptual level to institutional level in the New Era.

关键词： Digital Times Newspaper Industry Corporate Group Transition

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Research on Task Allocation for Product Cooperative development

Research on Task Allocation for Product Cooperative Developm...

引用

2009 2nd IEEE international conference on computer Science and Information technology（ICCSIT 2009）

作者： Yongming Wang1,2,Xiaoliu Yu11.School of Mechanical Engineering Anhui University of technology Ma’anshan,China 2.School of Mechanical Engineering Southeast University Nanjing,China

Based on analysis of the requirements of task allocation for Product Cooperative development(PCD),an evaluation index system was established for task *** paper introduced the mathematical method of Fuzzy Analytic Hierarchy Process(FAHP)firstly,and established a hierarchy evaluation model of task allocation for PCD,which uses time,quality,cost as the first class evaluation indexes and uses work efficiency,technical merit,cooperation ability,work experience,personnel interest,work attitude,personnel wages and cooperation expenses as the secondary class evaluation *** on FAHP method,this paper realized task allocation for complicated product cooperative development.A software prototype of task allocation tool for PCD is implemented,which has features of friendly interface,easy operation and rapid calculation,etc.

关键词： task allocation product cooperative development evaluation index system fuzzy analytic hierarchy process

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Entropy Evaluation of Uncertainty in M&A Transaction System

Entropy Evaluation of Uncertainty in M&A Transaction System

引用

international conference on computer Engineering and Applications（ICCEA 2009）

作者： Changbing Tong,Qiusheng Zhang,Jinchuan Ke School of Economics & Management,Beijing Jiaotong University,Beijing 100044

Because of the indeterminations in Merger and Acquisition(M&A) trading,the participants are not always able to achieve the *** paper conducts a study on the comprehensive evaluation of M&A uncertainty from the angle of complexity *** the process of study,beginning with the discussion of uncertainties in M&A transaction and trading environment,a structure diagram of the system uncertainty is created,and then the system is evaluated based on the entropy information *** is concluded that a low information entropy would be helpful to reduce the system uncertainty and facilitate the development of M&A transaction towards an orderly,steady and efficient direction

关键词： Complexity M&A Entropy Evaluate Uncertainty.

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