Predicting software suitability using a Bayesian belief network

Proceedings - ICMLA 2005: Fourth International Conference on Machine Learning and Applications

Volumn 2005, Issue , 2005, Pages 82-88

  Beaver, Justin M ^a   Schiavone, Guy A ^b   Berrios, Joseph S ^b  

^a KENNEDY SPACE CENTER   (United States)

^b UNIVERSITY OF CENTRAL FLORIDA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DEVELOPMENT TEAMS; END QUALITY; PRODUCT SUITABILITY; SOFTWARE DEVELOPMENT LIFE CYCLE;

COMPUTER SOFTWARE SELECTION AND EVALUATION; FORECASTING; LEARNING SYSTEMS; QUALITY ASSURANCE; REQUIREMENTS ENGINEERING; RISK ASSESSMENT;

SOFTWARE ENGINEERING;

EID: 33847275720     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2005.52     Document Type: Conference Paper

References (12)

1. B. Kitchenham and S. L. Pfleeger, "Software Quality: The Elusive Target", IEEE Software, Volume 13, Issue 1, January 1996, pp. 12-21.
2. N.E. Fenton and M. Neil, "A critique of software defect prediction models", IEEE Transactions on Software Engineering, Volume 25, Issue 5, September-October 1999, pp. 675-689.
3. N. Fenton, P. Krause, and M. Neil, "Software Measurement: Uncertainty and Causal Modeling", IEEE Software, Volume 19, Issue 4, July-August 2002, pp. 116-122.
4. S. Chulani, B. Boehm, and B. Steece, "Bayesian analysis of empirical software engineering cost models", IEEE Transactions on Software Engineering, Volume 25, Issue 4, July-August 1999, pp. 573-583.
5. B. Cukic and D. Chakravarthy, "Bayesian framework for reliability assurance of a deployed safety critical system", Fifth IEEE International Symposium on High Assurance Systems Engineering, 15-17 November 2000, pp. 321-329.
6. S.H. Kan, Metrics and Models in Software Quality Engineering, Addison-Wesley, Reading, MA, 1995.
7. ISO/IEC, Information Technology, Software Process Assessment, Part 1, ISO/IEC Technical Report 15504-1, 1998.
8. ISO/IEC, Information Technology, Software Quality, Part 1, ISO/IEC Standard 9126, 1995.
9. V.R. Basili, L.C. Braind, and W.C. Melo, "A Validation of Object-Oriented Design Metrics as Quality Indicators", IEEE Transactions on Software Engineering, Volume 22, Issue 10, October 1996, pp. 751-760.
10. R. Subramanyam and M.S. Krishnan, "Empirical Analysis of CK Metrics for Object-Oriented Design Complexity: Implications for Software Defects", IEEE Transactions on Software Engineering, Volume 29, Issue 4, April 2003, pp. 297-310.
11. T.M. Khoshgaftaar, J.C. Munson, B.B. Bhattacharya, and G.D. Richardson, "Predictive Modeling Techniques of Software Quality from Software Measures", IEEE Transactions on Software Engineering, Volume 18, Issue 11, November 1992, pp. 979-987.
12. th ed., Prentice-Hall, Inc., Upper Saddle River, NJ, 1995.