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检索条件"机构=Software Engineering and Computer Systems Department"

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From Use Cases to Framelets for Building Application Frameworks

From Use Cases to Framelets for Building Application Framewo...

引用

International Conference on Information Technology: New Generations (ITNG)

作者： Sarun Intakosum Software Systems Engineering Laboratory Department of Mathematics and Computer Science Science King Mongkut's Institute of Technology Ladkrabang Bangkok Thailand

Framework-based software development has been proven a useful technique to develop an application. However, the development of a large application framework itself is considered complex. There are two major causes for this problem, the size of a framework and the vague framework requirements. The idea of framelet a small but complete framework, can be applied to solve the former. The framelet-based approach for framework development (FAFD) has been proposed to address the later. There are some improvements in term of use case requirements description to the approach after it was first presented. This paper aims to report such improvements as well as the ongoing researches on the FAFD.

关键词： Application software software systems Programming Information technology computer aided software engineering systems engineering and theory Laboratories Mathematics computer science Adaptive systems

来源：评论

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A review on the component evaluation approaches to support software reuse

A review on the component evaluation approaches to support s...

引用

International Symposium on Information Technology, ITSim

作者： Suryani Ismail Wan M.N. Wan-Kadir Yazid M. Saman Siti Z. Mohd-Hashim Computer Science Department Universiti Malaysia TerEngganu Kuala Terengganu Malaysia Software Engineering Department Faculty of Computer Science ' Information Systems Universiti Teknologi Malaysia Skudai Johor Malaysia

Component-based software engineering (CBSE) is becoming popular due to the benefits of software reuse and the availability of many alternatives of reusable components. By reusing existing software components that have already been tested, software engineers may reduce errors and shorten the time to market the system under development. However, software engineers still have a problem in selecting the existing reusable components as well as difficulties in determining the quality of the developed components for future reuse. Therefore, an appropriate component evaluation framework is extremely needed to harvest the full benefits of software reuse. In this paper, we present the comparative evaluation of the state-of-the-art component evaluation approaches with an emphasize on reusability. The results presented in this paper are very useful in achieving the ultimate aim of our research i.e. providing a holistic component evaluation approach that may assist software engineer both in the selection of the existing reusable components and the development of new reusable components.

关键词： software software engineering Book reviews Availability Reliability Programming Usability

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Data Mining-Driven Analysis and Decomposition in Agent Supply Chain Management Networks

Data Mining-Driven Analysis and Decomposition in Agent Suppl...

引用

IEEE WIC ACM International Conference on Web Intelligence (WI)

作者： Kyriakos C. Chatzidimitriou Andreas L. Symeonidis Pericles A. Mitkas Department of Electrical and Computer Engineering Aristotle University of Thessaloniki Thessaloniki Greece Intelligent Systems and Software Engineering Laboratory Informatics and Telematics Institute CERTH Thessaloniki Greece

In complex and dynamic environments where interdependencies cannot monotonously determine causality, data mining techniques may be employed in order to analyze the problem, extract key features and identify pivotal factors. Typical cases of such complexity and dynamicity are supply chain networks, where a number of involved stakeholders struggle towards their own benefit. These stakeholders may be agents with varying degrees of autonomy and intelligence, in a constant effort to establish beneficiary contracts and maximize own revenue. In this paper, we illustrate the benefits of data mining analysis on a well-established agent supply chain management network. We apply data mining techniques, both at a macro and micro level, analyze the results and discuss them in the context of agent performance improvement.

关键词： Data analysis Supply chain management Delta modulation Intelligent agent Data mining Algorithm design and analysis Supply chains Intelligent networks Contracts Context modeling

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Mining Bug Repositories--A Quality Assessment

Mining Bug Repositories--A Quality Assessment

引用

International Conference on Computational Intelligence for Modelling, Control and Automation, and International Conference on Intelligent Agents, Web Technologies and Internet Commerce

作者： Philipp Schugerl Juergen Rilling Philippe Charland Department of Computer Science and Software Engineering Concordia University Montreal Canada System of Systems Section Defence Research and Development Canada QUE Canada

The process of evaluating, classifying, and assigning bugs to programmers is a difficult and time consuming task which greatly depends on the quality of the bug report itself. It has been shown that the quality of reports originating from bug trackers or ticketing systems can vary significantly. In this research, we apply information retrieval (IR) and natural language processing (NLP) techniques for mining bug repositories. We focus particularly on measuring the quality of the free form descriptions submitted as part of bug reports used by open source bug trackers. Properties of natural language influencing the report quality are automatically identified and applied as part of a classification task. The results from the automated quality assessment are used to populate and enrich our existing software engineering ontology to support a further analysis of the quality and maturity of bug trackers.

关键词： Quality assessment Text mining software engineering Information retrieval Natural language processing Data mining Artificial intelligence Performance analysis Algorithm design and analysis computer science

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Multi-objective optimization using genetic algorithm for gene selection from microarray data

Multi-objective optimization using genetic algorithm for gen...

引用

International Conference on computer and Communication engineering, ICCCE

作者： Mohd Saberi Mohamad Sigeru Omatu Safaai Deris Michifumi Yoshioka Department of Software Engineering Universiti Teknologi Malaysia Skudai Johore Malaysia Department of Computer Science and Intelligent Systems Osaka Prefecture University Sakai Osaka Japan

Microarray technology has been increasingly used in cancer research because of its potential for measuring expression levels of thousands of genes simultaneously in tissue samples. It is used to collect the information from tissue samples regarding gene expression differences that could be useful for cancer classification. However, this classification task faces many challenges due to availability of a smaller number of samples compared to the huge number of genes, and many of the genes are not relevant to the classification. It has been shown that selecting a small subset of genes can lead to an improved accuracy of the classification. Hence, this paper proposes a solution to the problem of gene selection by using a multi-objective approach in genetic algorithm. This approach is experimented on two microarray data sets such as lung cancer and mixed-lineage leukemia cancer. It obtains encouraging result on those data sets as compared with an approach that uses single objective approach.

关键词： Genetic algorithms Cancer Space technology Gene expression Filters Data engineering Genetic engineering computer science Intelligent systems software engineering

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Requirements vs. software Design: An Explanation Based on the Distinction between Concepts and Their Representations

Requirements vs. Software Design: An Explanation Based on th...

引用

International Multi-Conference on Computing in the Global Information Technology, ICCGI

作者： Hermann Kaindl Davor Svetinovic Institute of Computer Technology University of Technology Vienna Vienna Austria Lero-The Irish Software Engineering Research Centre Department of Computer Science & Information Systems University of Limerick Ireland

Still, requirements and software design are often confused with one another. We provide a new (partial) explanation for this phenomenon, based on the insight that representations of concepts related to requirements and software design, respectively, may sometimes look very similar. This does not mean, however, that the requirements and design concepts are the same. So, we should distinguish requirements from their representations and, analogously, software design from its representation. Then it is easier to clearly distinguish requirements and software design as well.

关键词： Unified modeling language software software design Computational modeling Taxonomy Natural languages software engineering

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Work in progress - graduate exchange program in microelectronics system engineering

Work in progress - graduate exchange program in microelectro...

引用

Frontiers in Education (FIE) Conference

作者： Mihaela Radu Ana Rusu Frederick Berry Mats Brorsson Electrical and Computer Engineering Department Rose Hulman Institute of Technology Terre Haute IN USA Department of Electronic Computerand Software SystemsSchool of Information and Communication Technology Royal Institute of Technology Stockholm Sweden

In todaypsilas world, where new technologies emerge and advance at a very fast pace every year, many professional societies are discussing moving to a Master level program as a ldquofirst professional degreerdquo, anticipating graduates with advances skills for tomorrowpsilas demanding and advanced industry. In this context, the education at the master level is becoming more and more important. Another key issue in todaypsilas world is the impact of globalization process (needs of multinational corporations). The engineering education must address the impact of global hiring. The graduates entering the global workplace must possess besides the essential technical skills, also cultural, social and communication skills, enabling them to work and interact in international environments, bringing creativity and innovative development in multi-cultural groups. In this context, exchange programs between different universities, located in different countries and continents are flourishing, the universities trying to integrate study-abroad components in their programs. This paper is presenting as a ldquoWork in Progressrdquo, the first steps related to an exchange program at the graduate level in the area of Microelectronics, between two prestigious universities located in USA (Rose Hulman Institute of Technology, Terre Haute, IN) and Sweden (Royal Institute of Technology, Stockholm). A Joint Degree or Dual Degree program at the Master Level is envisaged in the near future.

关键词： Microelectronics systems engineering and theory Educational institutions Professional societies Educational programs Globalization engineering education Employment Cultural differences Global communication

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Teaching Team software Process in Graduate Courses to Increase Productivity and Improve software Quality

Teaching Team Software Process in Graduate Courses to Increa...

引用

IEEE Annual International computer software and Applications Conference (COMPSAC)

作者： Bayona O. Sussy Jose A. Calvo-Manzano Cuevas Gonzalo San Feliu Tomás Languages Informatics Systems and Software Engineering Department Faculty of Computer Science Polytechnic University of Madrid Madrid Spain Languages Campus Montegancedo Madrid Spain

This paper presents a case study that describes TSPi teaching (introduction to the team software process) to 4th year students, grouped by teams, at the computer Science School, Polytechnic University of Madrid (UPM). The achievements of the teams, due to training and the use of TSPi, were analyzed and discussed. This paper briefly discusses the approach to the teaching and some of the issues that were identified. The teams collected data on the projects developed. They reviewed the schedule and quality status weekly. The metrics selected to analyze the impact on the students were: size, effort, productivity, costs and defects density. These metrics were chosen to analyze teams 'performance evolution through project development. This paper also presents a study related to the evolution of estimation, quality and productivity improvements these teams obtained. This study will prove that training in TSPi has a positive impact on getting better estimations, reducing costs, improving productivity, and decreasing defect density. Finally, the teams 'performance are analyzed.

关键词： software Training Estimation Productivity Education Accuracy Programming

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Target tracking in heterogeneous sensor networks using audio and video sensor fusion

Target tracking in heterogeneous sensor networks using audio...

引用

International Conference on Multisensor Fusion and Integration for Intelligent systems (MFI)

作者： Manish Kushwaha Songhwai Oh Isaac Amundson Xenofon Koutsoukos Akos Ledeczi Institute for Software Integrated Systems Department of Electrical Engineering and Computer Science Vanderbilt University Nashville TN USA School of Engineering University of California Merced Merced CA USA

Heterogeneous sensor networks (HSNs) with multiple sensing modalities are gaining popularity in diverse fields. Tracking is an application that can benefit from multiple sensing modalities. If a moving target emits sound then both audio and video sensors can be utilized. These modalities can complement each other in the presence of high background noise that impairs the audio or visual clutter affecting the video. Audio-video tracking can also provide cues for the other modality for actuation. In this paper, we describe an approach for target tracking in urban environments utilizing an HSN of mote class devices equipped with acoustic sensor boards and embedded PCs equipped with web cameras. Our system employs a Markov Chain Monte Carlo Data Association algorithm for tracking vehicles emitting engine noise. Experimental results from a deployment in an urban environment are used to demonstrate our approach.

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N-Most Interesting Closed Itemset Mining

N-Most Interesting Closed Itemset Mining

引用

International Conference on Convergence Information Technology

作者： Panida Songram Veera Boonjing Department of Mathematics and Computer Science Faculty of Science King Mongkuts Institute of Technology Ladkrabang Software Systems Engineering Laboratory Bangkok Thailand Department of Computer Science Faculty of Informatics Mahasarakham University Mahasarakham Thailand

In this paper, we propose an efficient algorithm, NCLOSED, for mining the N k-closed itemsets with the highest supports for 1 up to a certain k max value. The algorithm adopts best-first search strategy to generate closed itemsets with highest remaining supports. It does not keep closed itemsets mined in main memory to ensure that they are really closed. This is because this algorithm can directly generate closed itemsets. Moreover, duplicated closed itemsets are detected and discarded from this algorithm.

关键词： Itemsets Data mining computer science Information technology software systems systems engineering and theory Laboratories Mathematics Informatics software algorithms

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