Predicting Faulty Classes using Design Metrics with Discriminant Analysis

Proceedings of the International Conference on Software Engineering Research and Practise

Volumn 2, Issue , 2003, Pages 621-627

  Thongmak, Mathupayas ^a   Muenchaisri, Pornsiri ^a  

^a CHULALONGKORN UNIVERSITY   (Thailand)

Author keywords

Design metrics; Discriminant analysis; Prediction model; Reliability

Indexed keywords

LIFE CYCLE; LOGIC DESIGN; MATHEMATICAL MODELS; METRIC SYSTEM; REGRESSION ANALYSIS; RELIABILITY; RISK ASSESSMENT;

DESIGN MATRICS; DISCRIMINANT ANALYSIS; PREDICTION MODELS;

SOFTWARE ENGINEERING;

EID: 1642587835     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Kalaya Wanichbuncha. Mutivaribles Analysis using SPSS for Windows. Chulalongkorn University, 2001.
2. Khaled El Emam, Walcelio Melo and Javam C. Machado. "The prediction of faulty classes using object-oriented design metrics", The Journal of Systems and Software No.56, pp. 63-75, 2001.
3. Guilherme H. Travassos, Forrest Shull, Michael Fredericks and Victor R. Basili. "Detecting Defects in Object Oriented Designs: Using Reading Techniques to Increase Software Quality", Conference on Object-Oriented Programming, Systems, Languages, and Application(OOPSLA), pp. 47-56, 1999.
4. Yongjun Zhang. "Metrics for Object-oriented Design", http://www.soberit.hut.fi/~tony/seminaari/reports/yongjun_zhang.doc.
5. Hyoseob Kim and Cornelia Boldreff. "Developing Software Metrics Applicable to UML Models", 6th ECOOP Workshop on Quantitative Approaches in Object-Oriented Software Engineering (QAOOSE 2002), 2002.
6. Hind Kabaili, Rudolf K. Keller and Francois Lustman. "Cohesion as Changeability Indicator in Object-Oriented System", Proceedings of the Fifth European Conference on Software Maintenance and Reengineering (CSMR 2001), PP. 39-46, 2001.
7. Lionel C. Briand, Walcelio L. Melo, and Jurgen Wust. "Assessing the Applicability of Fault-Proneness Models Across Object-Oriented Software Projects", IEEE Transactions on Software Engineering Vol. 28 No.7, 2002.