Probabilistic modelling for software quality control

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

Volumn 2143, Issue , 2001, Pages 444-453

  Fenton, Norman ^a   Krause, Paul ^b   Neil, Martin ^c  

^a QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

^b PHILIPS RESEARCH LABORATORIES   (Netherlands)

^c UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; COMPUTER SOFTWARE SELECTION AND EVALUATION; QUALITY ASSURANCE;

LARGE NETWORKS; PROBABILISTIC MODELLING; REASONING UNDER UNCERTAINTY; SOFTWARE QUALITY CONTROL; TOOL SUPPORT; TRADITIONAL MANUFACTURING;

QUALITY CONTROL;

EID: 46749159506     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/3-540-44652-4_39     Document Type: Conference Paper

References (9)

1. E. Adams, "Optimizing preventive service of software products", IBM Research Journal, 28(1), 2-14, 1984.
2. N.E. Fenton and S.L. Pfleeger, Software Metrics: A Rigorous and Practical Approach, (2nd Edition), PWS Publishing Company, 1997.
3. N. Fenton and M. Neil "A Critique of Software Defect Prediction Research", IEEE Trans. Software Eng., 25, No.5, 1999.
4. N. Fenton and N. Ohlsson "Quantitative analysis of faults and failures in a complex software system", IEEE Trans. Software Eng., 26, 797-814, 2000.
5. N. Fenton, P. Krause and M. Neil "A Probabilistic Model for Software Defect Prediction", unpublished manuscript available from the authors, 2001.
6. IMPRESS (IMproving the software PRocESS using Bayesian nets) EPSRC Project GR/L06683, http://www.csr.city.ac.uk/csr-city/projects/impress.html 1999.
7. M. Neil, B. Littlewood and N. Fenton, "Applying Bayesian Belief Networks to Systems Dependability Assessment". Proceedings of Safety Critical Systems Club Symposium, Leeds, Published by Springer-Verlag, 6-8 February 1996.
8. M. Neil, N. Fenton and L. Nielson, "Building large-scale Bayesian Networks", Knowledge Engineering Review, 15(3), 257-284, 2000.
9. SERENE consortium, "SERENE (SafEty and Risk Evaluation using Bayesian Nets): Method Manual", ESPRIT Project 22187, http://www.dcs.qmw.ac.uk/~norman/serene.htm, 1999.