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Configuration strategies for evolutionary testing

Configuration strategies for evolutionary testing

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29th Annual International computer software and Applications Conference, COMPSAC 2005

作者： Xiaoyuan, Xie Baowen, Xu Changhai, Nie Liang, Shi Lei, Xu Dept. of Computer Science and Engineering Southeast University 210096 Nanjing China Jiangsu Institute of Software Quality 210096 Nanjing China Computer School National University of Defense Technology 410073 Changsha China Key Laboratory of Software Engineering Wuhan University 430072 Wuhan China

ISBN: (纸本)0769522092

Evolutionary Testing (ET) is a kind of efficient method of automatically test case generation, ET uses a kind of meta-heuristic search technique, the Genetic Algorithm, to convert the task of test case generation into an optimal problem. Nowadays, ET has been widely researched in many areas, especially in the GA configuration problem. In this paper, we suggest two strategies for the Genetic Algorithm configuration, to improve the performance of ET. One is Annealing Genetic Algorithm (AGA), which alters the mutation probability dynamically, and the other is Restricted Genetic Algorithm (RGA), which adds restrictions into fitness functions. The two strategies made ET hit the global optimal solution in fewer generations, and most offspring genes located in the legal domain. © 2005 IEEE.

关键词： computer testing

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An interactive distributed evolutionary algorithm (IDEA) for design

An interactive distributed evolutionary algorithm (IDEA) for...

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IEEE Systems, Man and Cybernetics Society, Proceedings - 2005 International Conference on Systems, Man and Cybernetics

作者： Dozier, Gerry Carnahan, Brian Seals, Cheryl Kuntz, Lois-Ann Fu, Ser-Geon Dept. of Computer Science and Software Engineering Auburn University Auburn AL 36849-5347 Dept. of Industrial Systems Engineering Auburn University Auburn AL 36849-5347 Dept. of Psychology University of Maine at Machias 9 O'Brien Avenue Machias ME 04654-1397

Evolutionary computation (EC) has been successfully applied to a wide range of design problems. There has also been an abundant amount of work in applying interactive ECs in the design of displays, robot behavior, bitmaps, etc. In the EC literature, one can also see a number of successful design applications of distributed ECs. However, to date, there has been no research in the area of interactive distributed ECs. In this paper, we present an interactive distributed evolutionary algorithm (IDEA) for the design of simple emoticons. We will discuss two ways that our IDEA is currently being used including the areas of EC education and Human Factors. © 2005 IEEE.

关键词： Evolutionary algorithms

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Panel: Using peer review in teaching computing

Panel: Using peer review in teaching computing

引用

Proceedings of the Thirty-Sixth SIGCSE Technical Symposium on computer Science Education, SIGCSE 2005

作者： Gehringer, Edward F. Chinn, Donald D. Ardis, Mark A. Pérez-Quinones, Manuel A. North Carolina State University Depts. of Computer Science and ECE Raleigh NC 27695-7256 Univ. of Washington at Tacoma Dept. of Computing and Software Systems Tacoma WA 98402 Rose-Hulman Institute of Technology Dept. of Computer Science and Software Engineering Terre Haute IN 47803 Department of Computer Science Virginia Tech Blacksburg VA 24061

ISBN: (纸本)1581139977

For generations, the academic community has relied on peer review as a way of encouraging scholarship and enhancing the knowledge base. Peer review has been widely used in the classroom since at least the 1970s, with hundreds of papers on its use in diverse academic fields appearing in the literature (for a comprehensive survey, see [1]). Its use appears to be on the upswing, given the current interest in active learning and teamwork. In computer science, peer review seems to have very broad application. It can be used to evaluate the contributions of various members to a project team;it can be used for design documents and code reviews, in writing assignments, and in capstone project courses. The experience of the panelists is illustrative of the wide range of peer-review practices. This panel will serve to introduce the audience to some of these applications. Since many computer-science instructors have experimented with peer review, we are anxious to have them share their experiences during the open discussion period.

关键词： computer science

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Analysis of breast cancer using data mining & statistical techniques

Analysis of breast cancer using data mining & statistical te...

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6th International Conference on software engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing and 1st ACIS International Workshop on Self-Assembling Wireless Networks, SNPD/SAWN 2005

作者： Xiong, Xiangchun Kim, Yangon Baek, Yuncheol Rhee, Dae Wong Kim, Soo-Hong Computer and Information Sciences Towson University Towson MD 21252 College of Software Sciences and Media Technology Sangmyung University Seoul Korea Republic of Dept. of Computer Sogftware Engineering College of Engineering Sangmyung University Seoul Korea Republic of

ISBN: (纸本)0769522947

Data Mining & Statistics Analysis is the search for valuable information in large volumes of data. It is now widely used in health care industry. Especially breast cancer is the second most cause of cancer and the second most dangerous cancer. The best way to improve a breast cancer victim's chance of long-term survival is to detect it as early as possible. Currently there are three methods to diagnose breast cancer: mammography, FNA (fine needle aspirate) and surgical biopsy. The diagnose accuracy of mammography is from 68% to 79%, the accuracy of FNA is inconsistent with varying from 65% to 98%, the accuracy of a surgical biopsy is nearly 100%. The procedure of a surgical biopsy, however, is both unpleasant and costly. In this paper, we use a FNA with a data mining & statistics method to get an easy way to achieve a best result We combine some statistical methods such as PCA, PLS linear regression analysis with data mining methods such as select attribute, decision trees and association rules to find the unsuspected relationships. In addition, the experimental results are shown and discussed. © 2005 IEEE.

关键词： Data mining

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Hardware support: A cache lock mechanism without retry

Hardware support: A cache lock mechanism without retry

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作者： Hong, Chuleui Park, Kyeongmo Song, Yeong-Tae Software School Sangmyung University Seoul Korea Republic of School of Computer Science and Information Engineering Catholic University Korea Republic of Dept. of Computer and Information Science Towson University MD United States

ISBN: (纸本)0769522947

A lock mechanism is essential for synchronization on the multiprocessor systems. The conventional queuing lock has two bus traffics that are the initial and retry of the lock-read This paper proposes the new locking protocol, called WPV (Waiting Processor Variable) lock mechanism, which has only one lock-read bus traffic command. The WPV mechanism accesses the shared data in the initial lock-read phase that is held in the pipelined protocol until the shared data is transferred. The WPV mechanism also uses the cache state lock mechanism to reduce the locking overhead and guarantees the FIFO lock operations in the multiple lock contentions. In this paper, we also derive the analytical model of WPV lock mechanism as well as conventional memory and cache queuing lock mechanisms. The simulation results on the WPV lock mechanism show that about 50% of access time is reduced comparing with the conventional queuing lock mechanism. © 2005 IEEE.

关键词： computer hardware

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Requirements for CBD products and process quality

Requirements for CBD products and process quality

引用

3rd ACIS International Conference on software engineering Research, Management and Applications, SERA 2005

作者： Kim, Haeng-Kon Lee, Roger Y. Yang, Hae-Sool Dept. of Computer Information and Engineering Catholic University of Deagu Korea Republic of Software Engineering and Information Technology Institute Central Michigan University United States Hoseo Graduate School of Venture Korea Republic of

ISBN: (纸本)0769522971

This position paper presents arguments for including the properties of processes involved in various approaches to component-based software development in predicting systems properties. It discusses how processes impact on system properties and relates the issues raised to standards that already address process and product quality. Although many standards still apply, CBD changes interpretations and emphases. © 2005 IEEE.

关键词： Process control

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Client authentication model using duplicated authentication server systems

Client authentication model using duplicated authentication ...

引用

13th International Conference on AIS 2004

作者： Lee, Jae-Woo Software System Lab. Dept. of Computer Science and Engineering Korea University 1 5-ka Anam-dong SungBuk-ku 136-701 Seoul Korea Republic of

In the Internet and distributed systems, we can always access many application servers for gaining many information or electronic business processing, etc. Despite of those advantages of information technology, there have been also many security problems that many unauthorized users attack our network and computer systems for acquiring many information or destroying our resources. In this paper, we propose a client authentication model that uses two authentication server systems, duplicated authentication. Before a client requests information processing to application web servers, the user acquire session password from two authentication servers. The proposed client authentication model can be used making high quality of computer security using the two authentication procedures, user's password and authentication password. The second password by two authentication servers is used in every request transaction without user's input because of storing to client's disc cache when a session is opened first. For more secure authentication we can close session between client and server if a request transaction is not created during a time interval. And then user will acquire authentication password again using logon to the authentication servers for requesting information processing. The client authentication procedure is needed to protect systems during user's transaction by using duplicated password system. And we can detect intrusion during authorized client's transaction using our two client authentication passwords because we can know immediately through stored client authentication password when a hackers attack our network or computer systems. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Security of data

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Security agent model using interactive authentication database

Security agent model using interactive authentication databa...

引用

13th International Conference on AIS 2004

作者： Lee, Jae-Woo Software System Lab. Dept. of Computer Science and Engineering Korea University 1 5-ka Anam-dong SungBuk-ku 136-701 Seoul Korea Republic of

Authentication agent enables an authorized user to gain authority in the Internet or distributed computing systems. It is one of the most important problems that application server systems can identify many clients authorized or not. To protect many resources of web server systems or any other our computer systems, we should perform client authentication process in the Internet or distributed client server systems. Generally, a user can gain authority using the user's ID and password. But using client's password is not always secure because of various security attacks of many opponents. In this paper, we propose an authentication agent system model using an interactive authentication database. Our proposed agent system provides secure client authentication that add interactive authentication process to current systems based on user's ID and password. Before a user requests a transaction for information processing to distributed application servers, the user should send a authentication key acquired from authentication database. The agent system requests an authentication key from the user to identify authorized user. The proposed authentication agent system can provide high quality of computer security using the two passwords, user's own password and authentication key or password. The second authentication password can be acquired by authentication database in every request transaction without user's input because of storing to client's database when the user gets authority first. For more secure authentication, the agent system can modify the authentication database. Using the interactive database, the proposed agent system can detect intrusion during unauthorized client's transaction using the authentication key because we can know immediately through stored the authentication password when a hackers attack out network or computer systems. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Intelligent agents

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Evaluation of three methods to predict project success: A case study 1

引用

6th International Conference on Product Focused software Process Improvement, PROFES 2005

作者： Wohlin, Claes Amschler Andrews, Anneliese Dept. of Systems and Software Engineering Blekinge Institute of Technology School of Engineering SE-372 25 Ronneby Sweden School of Electrical Engineering and Computer Science Washington State University Pullman WA 99164-2752 United States

ISBN: (数字)9783540316404

ISBN: (纸本)9783540262008

To increase the likelihood for software project success, it is important to be able to identify the drivers of success. This paper compares three methods to identify similar projects with the objective to predict project success. The hypothesis is that projects with similar characteristics are likely to have the same outcome in terms of success. Two of the methods are based on identifying similar projects using all available information. The first method of these aims at identifying the most similar project. The second method identifies a group of projects as most similar. Finally, the third method pinpoints some key characteristics to identify project similarity. Our measure of success for these identifications is whether project success for these projects identified as similar is the same. The comparison between methods is done in a case study with 46 projects with varying characteristics. The paper evaluates the performance of each method with regards to its ability to predict project success. The method using key drivers of project success is superior to the others in the case study. Thus, it is concluded that it is important for software developing organizations to identify its key project characteristics to improve its control over project success. © Springer-Verlag Berlin Heidelberg 2005.

关键词： Computational methods

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Non-null references by default in the Java Modeling Language

Non-null references by default in the Java Modeling Language

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2005 Conference on Specification and Verification of Component-Based Systems, SAVCBS 2005

作者： Chalin, Patrice Rioux, Frédéric Dept. of Computer Science and Software Engineering Dependable Software Research Group Concordia University 1455 de Maisonneuve Blvd. West MontréalQCH3G 1M8 Canada

ISBN: (纸本)1595933719

Based on our experiences and those of our peers, we hypothesized that in Java code, the majority of declarations that are of reference types are meant to be non-null. Unfortunately, the Java Modeling Language (JML), like most interface specification and object-oriented programming languages, assumes that such declarations are possibly-null by default. As a consequence, developers need to write specifications that are more verbose than necessary in order to accurately document their module interfaces. In practice, this results in module interfaces being left incompletely and inaccurately specified. In this paper we present the results of a study that confirms our hypothesis. Hence, we propose an adaptation to JML that preserves its language design goals and that allows developers to specify that declarations of reference types are to be interpreted as non-null by default. We explain how this default is safer and results in less writing on the part of specifiers than null-by-default. The paper also reports on an implementation of the proposal in some of the JML tools. © 2005 ACM.

关键词： Specifications

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