메뉴 건너뛰기




Volumn 3, Issue 3, 1998, Pages 275-298

Classification of fault-prone software modules: Prior probabilities, costs, and model evaluation

Author keywords

Cost; Cross validation; Data splitting; Fault prone; Misclassification; Nonparametric discriminant analysis; Resubstitution; Software quality modeling

Indexed keywords

CROSS-VALIDATION; DATA SPLITTING; FAULT-PRONE; MISCLASSIFICATIONS; NONPARAMETRIC DISCRIMINANT ANALYSIS; RESUBSTITUTIONS; SOFTWARE QUALITY MODELING;

EID: 0032156744     PISSN: 13823256     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009736205722     Document Type: Article
Times cited : (59)

References (26)
  • 1
    • 0001622174 scopus 로고    scopus 로고
    • A validation of object-oriented design metrics as quality indicators
    • Basili, V. R., Briand, L. C., and Melo, W. 1996. A validation of object-oriented design metrics as quality indicators. IEEE Transactions on Software Engineering 22(10): 751-761.
    • (1996) IEEE Transactions on Software Engineering , vol.22 , Issue.10 , pp. 751-761
    • Basili, V.R.1    Briand, L.C.2    Melo, W.3
  • 2
    • 0024012763 scopus 로고
    • A spiral model of software development and enhancement
    • Boehm, B. W. 1988. A spiral model of software development and enhancement. Computer 21(5): 61-72.
    • (1988) Computer , vol.21 , Issue.5 , pp. 61-72
    • Boehm, B.W.1
  • 3
    • 0027702759 scopus 로고
    • Developing interpretable models with optimized set reduction for identifying high-risk software components
    • Briand, L. C., Basili, V. R., and Hetmanski, C. J. 1993. Developing interpretable models with optimized set reduction for identifying high-risk software components. IEEE Transactions on Software Engineering 19(11): 1028-1044.
    • (1993) IEEE Transactions on Software Engineering , vol.19 , Issue.11 , pp. 1028-1044
    • Briand, L.C.1    Basili, V.R.2    Hetmanski, C.J.3
  • 5
    • 0000391980 scopus 로고    scopus 로고
    • Classification techniques for metric-based software development
    • Ebert, C. 1996. Classification techniques for metric-based software development. Software Quality Journal 5(4): 255-272.
    • (1996) Software Quality Journal , vol.5 , Issue.4 , pp. 255-272
    • Ebert, C.1
  • 6
    • 84950461478 scopus 로고
    • Estimating the error rate of a prediction rule: Improvement on cross-validation
    • Efron, B. 1983. Estimating the error rate of a prediction rule: Improvement on cross-validation. Journal of the American Statistical Association 78(382): 316-331.
    • (1983) Journal of the American Statistical Association , vol.78 , Issue.382 , pp. 316-331
    • Efron, B.1
  • 7
    • 84950645271 scopus 로고
    • The predictive sample reuse method with applications
    • Geisser, S. 1975. The predictive sample reuse method with applications. Journal of the American Statistical Association 70(350): 320-328.
    • (1975) Journal of the American Statistical Association , vol.70 , Issue.350 , pp. 320-328
    • Geisser, S.1
  • 8
    • 0011711452 scopus 로고    scopus 로고
    • Regression tree modeling for the prediction of software quality
    • Pham, H., ed., Anaheim, CA, International Society of Science and Applied Technologies
    • Gokhale, S. S. and Lyu, M. R. 1997. Regression tree modeling for the prediction of software quality. In Pham, H., ed., Proceedings of the Third ISSAT International Conference on Reliability and Quality in Design, Anaheim, CA, 31-36. International Society of Science and Applied Technologies.
    • (1997) Proceedings of the Third ISSAT International Conference on Reliability and Quality in Design , pp. 31-36
    • Gokhale, S.S.1    Lyu, M.R.2
  • 11
    • 0346134917 scopus 로고    scopus 로고
    • Classification techniques for predicting software quality: Lessons learned
    • Coeur d'Alene, ID, USA. University of Idaho
    • Khoshgoftaar, T. M., and Allen, E. B. 1997a. Classification techniques for predicting software quality: Lessons learned. In Proceedings of the Annual Oregon Workshop on Software Metrics, Coeur d'Alene, ID, USA. University of Idaho.
    • (1997) Proceedings of the Annual Oregon Workshop on Software Metrics
    • Khoshgoftaar, T.M.1    Allen, E.B.2
  • 12
    • 0031382984 scopus 로고    scopus 로고
    • The impact of costs of misclassification on software quality modeling
    • Albuquerque, NM, USA, IEEE Computer Society
    • Khoshgoftaar, T. M., and Allen, E. B. 1997b. The impact of costs of misclassification on software quality modeling. In Proceedings of the Fourth International Software Metrics Symposium, Albuquerque, NM, USA, 54-62. IEEE Computer Society.
    • (1997) Proceedings of the Fourth International Software Metrics Symposium , pp. 54-62
    • Khoshgoftaar, T.M.1    Allen, E.B.2
  • 15
    • 0029754927 scopus 로고    scopus 로고
    • Early quality prediction: A case study in telecommunications
    • Khoshgoftaar, T. M., Allen, E. B., Kalaichelvan, K. S., and Goel, N. 1996b. Early quality prediction: A case study in telecommunications. IEEE Software 13(1): 65-71.
    • (1996) IEEE Software , vol.13 , Issue.1 , pp. 65-71
    • Khoshgoftaar, T.M.1    Allen, E.B.2    Kalaichelvan, S.K.3    Goel, N.4
  • 17
    • 0002856379 scopus 로고
    • A neural network approach for early detection of program modules having high risk in the maintenance phase
    • Khoshgoftaar, T. M., and Lanning, D. L. 1995. A neural network approach for early detection of program modules having high risk in the maintenance phase. Journal of Systems and Software 29(1): 85-91.
    • (1995) Journal of Systems and Software , vol.29 , Issue.1 , pp. 85-91
    • Khoshgoftaar, T.M.1    Lanning, D.L.2
  • 18
    • 0028374629 scopus 로고
    • A comparative study of pattern recognition techniques for quality evaluation of telecommunications software
    • Khoshgoftaar, T. M., Lanning, D. L., and Pandya, A. S. 1994. A comparative study of pattern recognition techniques for quality evaluation of telecommunications software. IEEE Journal on Selected Areas in Communications 12(2): 279-291.
    • (1994) IEEE Journal on Selected Areas in Communications , vol.12 , Issue.2 , pp. 279-291
    • Khoshgoftaar, T.M.1    Lanning, D.L.2    Pandya, A.S.3
  • 19
    • 84879799188 scopus 로고
    • Estimation of error rates in discriminant analysis
    • Lachenbruch, P. A. and Mickey, M. R. 1968. Estimation of error rates in discriminant analysis. Technometrics 10(1): 1-11.
    • (1968) Technometrics , vol.10 , Issue.1 , pp. 1-11
    • Lachenbruch, P.A.1    Mickey, M.R.2
  • 22
    • 0000276417 scopus 로고
    • Software metrics validation: Space Shuttle flight software example
    • Schneidewind, N.F. 1995. Software metrics validation: Space Shuttle flight software example. Annals of Software Engineering 1: 287-309.
    • (1995) Annals of Software Engineering , vol.1 , pp. 287-309
    • Schneidewind, N.F.1
  • 24
    • 0025505741 scopus 로고
    • Empirically based analysis of failures in software systems
    • Selby, R. W. 1990. Empirically based analysis of failures in software systems. IEEE Transactions on Reliability 39(4): 444-454.
    • (1990) IEEE Transactions on Reliability , vol.39 , Issue.4 , pp. 444-454
    • Selby, R.W.1
  • 25
    • 0024123707 scopus 로고
    • Learning from examples: Generation and evaluation of decision trees for software resource analysis
    • Selby, R. W. and Porter, A. A. 1988. Learning from examples: Generation and evaluation of decision trees for software resource analysis. IEEE Transactions on Software Engineering 14(12): 1743-1756.
    • (1988) IEEE Transactions on Software Engineering , vol.14 , Issue.12 , pp. 1743-1756
    • Selby, R.W.1    Porter, A.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.