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Browsing Faculty of Computer Science Collection by Author "Quah, Tong Seng"

Now showing items 1-7 of 7

Application of Neural Network for Predicting Software Development Faults using Object-Oriented Design Metrics

Thwin, Mie Mie Thet; Quah, Tong Seng (Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02, 2002-11-22)

In this paper, we present the application of neural network for predicting software development faults including object-oriented faults. Object-oriented metrics can be used in quality estimation. In practice, quality ...
Application of Neural Networks for Estimating Software Maintainability Using Object-Oriented Metrics

Thwin, Mie Mie Thet; Quah, Tong Seng (Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003-07-01)

This paper presents the application of neural networks in software maintainability estimation using objectoriented metrics. Maintenance effort can be measured as the number of lines changed per class. In this paper, ...
Application of Neural Networks for Software Quality Prediction Using Object-Oriented Metrics

Thwin, Mie Mie Thet; Quah, Tong Seng (Proceedings of the International Conference on Software Maintenance (ICSM 2003), 2003)

This paper presents the application of neural networks in software quality estimation using object-oriented metrics. Quality estimation includes estimating reliability as well as maintainability of a software. Reliability ...
Application of Neural Networks for Software Quality Prediction using Object-Oriented Metrics

Thwin, Mie Mie Thet; Quah, Tong Seng (Journal of Systems and Software, 2005-05)

This paper presents the application of neural networks in software quality estimation using object-oriented metrics. In this paper, two kinds of investigation are performed. The first on predicting the number of defects ...
Prediction of software development faults in PL/SQL files using neural network models

Thwin, Mie Mie Thet; Quah, Tong Seng (Information and Software Technology, 2004-06-15)

Database application constitutes one of the largest and most important software domains in the world. Some classes or modules in such applications are responsible for database operations. Structured Query Language (SQL) ...
Prediction of Software Readiness Using Neural Network

Thwin, Mie Mie Thet; Quah, Tong Seng (Proceedings of the First International Conference on Information Technology and Applications (ICITA 2002), 2002)

In this paper, we explore the behaviour of neural network in predicting software readiness. Our neural network model aims to predict the number of faults (including objectoriented faults) of a software under development. ...
Utilizing Computational Intelligence to Assist in Software Release Decision

Thwin, Mie Mie Thet; Quah, Tong Seng (Enginnering Letters, 2007-05)

Defect tracking using computational intelligence methods is used to predict software readiness in this study. By comparing predicted number of faults and number of faults discovered in testing, software managers can ...

Browsing Faculty of Computer Science Collection by Author "Quah, Tong Seng"

Browsing Faculty of Computer Science Collection by Author "Quah, Tong Seng"

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