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Volumn 4, Issue 4, 1999, Pages 297-316

Software metrics data analysis - exploring the relative performance of some commonly used modeling techniques

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; DATA STRUCTURES; MATHEMATICAL MODELS; SOFTWARE ENGINEERING; STATISTICAL METHODS;

EID: 0033324327     PISSN: 13823256     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009849100780     Document Type: Article
Times cited : (35)

References (21)
  • 1
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    • Software function, source lines of code, and development effort prediction: A software science validation
    • Albrecht, A. J. and Gaffney, J. E., Jr. 1983. Software function, source lines of code, and development effort prediction: a software science validation. IEEE Transactions on Software Engineering 9(6): 639-648
    • (1983) IEEE Transactions on Software Engineering , vol.9 , Issue.6 , pp. 639-648
    • Albrecht, A.J.1    Gaffney Jr., J.E.2
  • 3
    • 0031141422 scopus 로고    scopus 로고
    • A study of the relationships among Albrecht and Mark II function points, lines of code 4GL and effort
    • Dolado, J. J. 1997. A study of the relationships among Albrecht and Mark II function points, lines of code 4GL and effort. Journal of Systems and Software 37: 161-173.
    • (1997) Journal of Systems and Software , vol.37 , pp. 161-173
    • Dolado, J.J.1
  • 4
  • 5
    • 0031539946 scopus 로고    scopus 로고
    • A comparision of software effort estimation techniques: Using function points with neural networks, case-based reasoning and regression models
    • Finnie, G. R., Wittig, G. E. and Desharnais, J.-M. 1997. A comparision of software effort estimation techniques: using function points with neural networks, case-based reasoning and regression models. Journal of Systems and Software 39: 281-289.
    • (1997) Journal of Systems and Software , vol.39 , pp. 281-289
    • Finnie, G.R.1    Wittig, G.E.2    Desharnais, J.-M.3
  • 6
    • 0031170604 scopus 로고    scopus 로고
    • A comparison of techniques for developing predictive models of software metrics
    • Gray, A. R., and MacDonell, S. G. 1997. A comparison of techniques for developing predictive models of software metrics. Information and Software Technology 39: 425-437.
    • (1997) Information and Software Technology , vol.39 , pp. 425-437
    • Gray, A.R.1    MacDonell, S.G.2
  • 8
    • 0031258192 scopus 로고    scopus 로고
    • A model for estimating efforts required for developing small-scale business applications
    • Heiat, A. and Heiat, N. 1997. A model for estimating efforts required for developing small-scale business applications. Journal of Systems and Software 39: 7-14.
    • (1997) Journal of Systems and Software , vol.39 , pp. 7-14
    • Heiat, A.1    Heiat, N.2
  • 10
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik, K., Stinchcombe, M., and White, H. 1989. Multilayer feedforward networks are universal approximators. Neural Networks 2: 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 12
    • 0031235548 scopus 로고    scopus 로고
    • Evaluating predictive quality models derived from software measures: Lessons learned
    • Lanubile, F. and Visaggio, G. 1997. Evaluating predictive quality models derived from software measures: lessons learned. Journal of Systems and Software 38: 225-234.
    • (1997) Journal of Systems and Software , vol.38 , pp. 225-234
    • Lanubile, F.1    Visaggio, G.2
  • 13
    • 0032486712 scopus 로고    scopus 로고
    • Software development cost estimation: Integrating neural network with cluster analysis
    • Lee, A., Cheng, C. H. and Balakrishnan, J. 1998. Software development cost estimation: integrating neural network with cluster analysis. Information & Management 34: 1-9.
    • (1998) Information & Management , vol.34 , pp. 1-9
    • Lee, A.1    Cheng, C.H.2    Balakrishnan, J.3
  • 14
    • 0027693962 scopus 로고
    • Object-oriented metrics that predict maintainability
    • Li, W., and Henry, S. 1993. Object-oriented metrics that predict maintainability. Journal of Systems and Software 23: 111-122.
    • (1993) Journal of Systems and Software , vol.23 , pp. 111-122
    • Li, W.1    Henry, S.2
  • 20
    • 0032289950 scopus 로고    scopus 로고
    • Human performance estimating with analogy and regression models: An empirical validation
    • Los Alamitos, California, IEEE Computer Society Press
    • Stensrud, E. and Myrtveit, I. 1998. Human performance estimating with analogy and regression models: an empirical validation. Proceedings of the Fifth International Software Metrics Symposium (Metrics'98). Los Alamitos, California, IEEE Computer Society Press, 205-213.
    • (1998) Proceedings of the Fifth International Software Metrics Symposium (Metrics'98) , pp. 205-213
    • Stensrud, E.1    Myrtveit, I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.