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Retrieving Design Patterns by Case-Based Reasoning and Formal Concept Analysis

Retrieving Design Patterns by Case-Based Reasoning and Forma...

引用

2009 2nd IEEE International Conference on computer science and Information Technology（ICCSIT 2009）

作者： Weenawadee Muangon Sarun Intakosum Software Systems Engineering Laboratory Department of Mathematics and Computer Science Faculty of ScienceKing Mongkut's Institute of Technology LadkrabangBangkokThailand

Design patterns are applied to solve the recurring software design problems,Unfortunately,choosing appropriate design patterns for the specific design problem is considered a difficult task.A search tool is,therefore,needed to supports selection,However,the existing design pattern searching methodologies generally have problems on keywordsearch *** this paper,we proposed an initial model to solve the problem by using Case-Based Reasoning(CBR) and Formal Concept Analysis(FCA).For the proposed model,a case base is created to represent design *** is used to be case organization that analyze case base for obtain knowledge embedded,The knowledge can suggest suitable indexes to use for new *** method is beneficial for learning index,This paper discusses the basis theoretical of representation and retrieval design patterns for this inprogress research,along with some preliminary result.

关键词： Design pattern,Case Based Reasoning,Formal Concept Analysis,Design pattern retrieval,Knowledge representation

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Threats Identification in Healthcare Information systems using Genetic Algorithm and Coz Regression

Threats Identification in Healthcare Information Systems usi...

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The Fifth International Conference on Information Assurance and Security(第五届信息保障与安全国际会议)

作者： Rabiah Ahmad Ganthan Narayana Samy Nuzulha Khilwani Ibrahim Peter A.Bath Zuraini Ismail Centre for Advanced Software Engineering (CASE) Faculty of Computer Science and Information Systems Department of Computer Systems and Communications Faculty of Computer Science and Information System Department of Information Studies University of Sheffield UK Department of Science College of Science and Technology Universiti Teknologi Malaysia (UTM) Malaysia

ISBN: (纸本)9781424451012

Threats to information security for healthcare information system increased tremendously. There are various factors contribute to information security threats, many researchers focused only to certain factors which interest them (e.g., virus attack). Certain factors which may be important remain unexplored. In addition, lack of tools and technologies directed to limited number of threats traced in healthcare system. Thus it introduces bias in threat analysis. This study explored the use of biological computational termed Genetic Algorithm (GAs) combined with Cox regression (CoRGA) in identifying a potential threat for healthcare system. The results show that variable described “misused of e-mail” is the major information security threats for healthcare system. Results were compared with manual analysis using the same data, and it is shows that GAs not just introducing new threats for healthcare system but it was similar with others threats proposed by previous researches.

关键词： Healthcare Information systems (HIS) Risk Analysis Threats Information Security Genetic Algorithm and Coz Regression

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Adaptation of Design Pattern Retrieval Using CBR and FCA

Adaptation of Design Pattern Retrieval Using CBR and FCA

引用

International Conference on computer sciences and Convergence Information Technology (ICCIT)

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

ISBN: (纸本)9781424452446

software developers currently find design patterns through search tools for solving software design problem. However, these search tools still have keyword-search problem. In this paper, we introduce the elementary idea to improve the design pattern retrieval tool. We propose the combination of case based reasoning (CBR) and formal concept analysis (FCA). Because of CBR lead to the smart solution and FCA provides flexible way to maintain indexing in the case base.

关键词： software design Information retrieval Mathematics software systems Design engineering systems engineering and theory Laboratories computer science Knowledge representation Lattices

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A utility model for peering of multi-provider content delivery services

A utility model for peering of multi-provider content delive...

引用

Conference on Local computer Networks (LCN)

作者： Mukaddim Pathan Rajkumar Buyya Grid Computing and Distributed Systems GRIDS Laboratory Department of Computer Science and Software Engineering University of Melbourne Parkville VIC Australia

Peering of Content Delivery Networks (CDNs) allow providers to rapidly scale-out to meet both flash crowds and anticipated increases in demand. Recent trends foster the need for a utility model for content delivery services to provide transparency, high availability, reduced investment cost, and improved content delivery performance. Analysis of prior work reveals only a modest progress in evaluating the utility for peering CDNs. In this paper, we introduce a utility model and measure the content-serving ability of the peering CDNs system. Our model assists in providing a customer view of the system's health for different traffic types. Our model also captures the traffic activities in the system and helps to reveal the true propensities of participating CDNs to cooperate in peering. Through extensive simulations we unveil many interesting observations on how the utility of the peering CDNs system is varied for different system parameters and provide incentives for their exploitation in the system design.

关键词： Costs Traffic control Investments Web server computer networks Grid computing Laboratories computer science software engineering Availability

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Three-layer architecture model (TLAM) for energy conservation in wireless sensor networks

Three-layer architecture model (TLAM) for energy conservatio...

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International Conference on Ultra Modern Telecommunications and Workshops (ICUMT)

作者： Sugam Sharma Mamta Rani Department of Computer Science Iowa State University Ames IA USA Faculty of Computer Systems & Software Engineering Universiti Malaysia Pahang Kuantan Malaysia

We propose a three-layer architecture model (TLAM) for wireless sensor networks. The first layer (bottom layer) consists of a network of resource-constrained sensor nodes deployed in the field. The second layer contains a set of resource-rich dynamic sink nodes forming an ad hoc network. The sinks at layer second are responsible to monitor and collect data from a region, called cluster. So the sinks at second layer are also knows as cluster sinks. At the third layer, there is a resource-rich static sink, known as zonal sink also, responsible for data collection from cluster sinks. A cluster sink may be few hops away from a static sensor node and moves to the vicinity of sensor nodes to collect the data. Each cluster sink continuously updates the zonal sink by propagating the collected data from the respective cluster. The zonal sink buffers the collected data and propagates to base station. Zonal sink is the one, responsible for data transmission from network environment to the base station, where the data is processed for further use. TLAM approach is robust, increases sensor life by allowing them to operate with a limited transmission range only and provides reduced delay as cluster sink continuously updates to zonal sink without query.

关键词： Energy conservation Wireless sensor networks Peer to peer computing Intelligent sensors Monitoring Base stations computer architecture Robustness Sensor systems Batteries

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A Heuristic Approach for Capacity Control in Clouds

A Heuristic Approach for Capacity Control in Clouds

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IEEE International Conference on E-Commerce Technology Workshops

作者： Arun Anandasivam Stefan Buschek Rajkumar Buyya Institute for Information Systems and Management University of Karlsruhe Germany Grid Computing and Distributed Systems Laboratory Department of Computer Science and Software Engineering University of Melbourne Australia

ISBN: (纸本)9781424446469;9780769537559

Cloud resource providers in a market face dynamic and unpredictable consumer behavior. The way, how prices are set in a dynamic environment, can influence the demand behavior of price sensitive customers. A cloud resource provider has to decide on how to allocate his scarce resources in order to maximize his profit. The application of bid price control for evaluating incoming service requests is a common approach for capacity control in network revenue management. In this paper we introduce a customized version of the concept of self-adjusting bid prices and apply it to the area of cloud computing. Furthermore, we perform a simulation in order to test the efficiency of the proposed model.

关键词： Resource management Cloud computing Grid computing Consumer behavior Computational modeling Business Distributed computing Control systems Management information systems Conference management

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Using Quality Audits to Assess software Course Projects

Using Quality Audits to Assess Software Course Projects

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Conference on software engineering Education & Training (CSEE&T)

作者： Wilson Pádua Synergia Systems and Software Engineering Laboratory Computer Science Department Federal University of Minas Gerais Belo Horizonte Minas Gerais Brazil

Assessing software engineering course projects should evaluate the achievement of proposed goals, as well as the compliance with mandated standards and processes. This might require the examination of a significant volume of materials, following a consistent, repetitive and effective procedure, even for small projects. Quality assurance must be performed according to similar requirements. This paper discusses the use of quality audits, a comprehensive quality assurance procedure, as a tool for the assessment of course projects.

关键词： software quality Quality assurance Appraisal Automatic testing software engineering Feedback System testing software standards Inspection software testing

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Newborn screening system based on adaptive feature selection and support vector machines

Newborn screening system based on adaptive feature selection...

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2009 9th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2009

作者： Hsieh, Sung-Huai Chien, Yin-Hsiu Shen, Chia-Ping Chen, Wei-Hsin Chen, Po-Hao Hsieh, Sheau-Ling Cheng, Po-Hsun Lai, Feipei Information Systems Office National Taiwan University Hospital Taipei Taiwan Department of Computer Science and Information Engineering National Taiwan University Taiwan Department of Electrical Engineering National Taiwan University Taipei Taiwan Network and Computer Centre National Chiao Tung University Hsin Chu Taiwan Graduate Institute of Biomedical Electronics and Bioinformatics National Taiwan University Taiwan Department of Software Engineering National Kaohsiung Normal University Taiwan Department of Medical Genetics National Taiwan University Hospital Taiwan

ISBN: (纸本)9780769536569

The clinical symptoms of metabolic disorders during neonatal period are often not apparent, if not treated early irreversible damages such as mental retardation may occur, even death. Therefore, practicing newborn screening is very important to prevent neonatal from these damages. In this paper, the newborn screening system used support vector machines (SVM) classification technique is proposed in place of cut-off value decision to evaluate the metabolic substances concentration raw data obtained from tandem mass spectrometry (MS/MS) and determine whether the newborn has some kinds of metabolic disorder diseases. On the basis of the proposed features, new analytic combinations are identified with superior discriminatory performance compared with the best published combinations. Classifiers built with the feature selection to find C3/C2, C3 and C16 of three key point features achieved diagnostic sensitivities, specificities and accuracy approaching 100%. © 2009 IEEE.

关键词： Support vector machines

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Towards the development of an autonomic network management architecture

Towards the development of an autonomic network management a...

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International Conference on Communications and Networking in China (CHINACOM)

作者： John Strassner James Won-Ki Hong Department of Computer Science and Engineering Pohang University of Science and Technology Pohang South Korea Telecommunications Systems & Software Group Waterford Institute of Technology Waterford Ireland

The current Internet did not define any inherent management constructs and mechanisms; such concepts were added after networking standards and architectures were constructed. This also influenced network management for other types of networks. This paper is the first in a series that explores concepts for a new autonomic approach to network management that can be used for current and next generation networks as well as for the Future Internet.

关键词： Technology management IP networks computer network management software development management engineering management computer architecture Next generation networking Information management Telecommunication network management Middleware

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The design of an Autonomic Element for managing emerging networks and services

The design of an Autonomic Element for managing emerging net...

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International Conference on Ultra Modern Telecommunications and Workshops (ICUMT)

作者： John Strassner James Won-Ki Hong Sven van der Meer Department of Computer Science and Engineering Pohang University of Science and Technology Pohang South Korea Telecommunications Software & Systems Group Waterford Institute of Technology Waterford Ireland

Next generation networks, as well as the future Internet, aim to provide context-sensitive business services that adapt to changing user needs, business goals, and environmental conditions. This paper describes the composition of an autonomic element, as a fundamental part of an autonomic architecture, which uses information models and semantics to link the business services with the services provided by the underlying network devices. This linkage is inherently context-aware, and allows context changes to determine the impact of changes in the network towards business services and vice versa. The described autonomic element is a programmable toolbox supporting the clean-slate approach as well as evolutionary approaches for the future Internet.

关键词： IP networks Web and internet services Context-aware services computer architecture Application software computer network management Environmental management Technology management engineering management computer science

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