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Volumn 38, Issue 6, 2011, Pages 7302-7316

Predicting software project effort: A grey relational analysis based method

Author keywords

Effort prediction; Feature subset selection; Grey relational analysis; Outlier detection; Software project estimation

Indexed keywords

EFFORT PREDICTION; FEATURE SUBSET SELECTION; GREY RELATIONAL ANALYSIS; OUTLIER DETECTION; SOFTWARE PROJECT ESTIMATION;

EID: 79951581706     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.12.005     Document Type: Article
Times cited : (92)

References (52)
  • 1
    • 0020844328 scopus 로고
    • SOFTWARE FUNCTION, SOURCE LINES OF CODE, AND DEVELOPMENT EFFORT PREDICTION: A SOFTWARE SCIENCE VALIDATION
    • A. Albrecht, and J. Gaffney Software function, source lines of code, and development effort prediction IEEE Transactions on Software Engineering 9 6 1983 639 648 (Pubitemid 14503819)
    • (1983) IEEE Transactions on Software Engineering , vol.SE-9 , Issue.6 , pp. 639-648
    • Albrecht Allan, J.1    Gaffney Jr. John, E.2
  • 4
    • 0141718461 scopus 로고    scopus 로고
    • When will it be done? the 300 billion dollar question, machine learner answers
    • G. Boetticher When will it be done? the 300 billion dollar question, machine learner answers IEEE Intelligent Systems 18 3 2003 48 50
    • (2003) IEEE Intelligent Systems , vol.18 , Issue.3 , pp. 48-50
    • Boetticher, G.1
  • 7
    • 0033725599 scopus 로고    scopus 로고
    • Using the European space agency data set: A replicated assessment and comparison of common software cost modeling techniques
    • Computer Society Press Limerick, Ireland
    • L. Briand, T. Langley, and I. Wieczorek Using the European space agency data set: A replicated assessment and comparison of common software cost modeling techniques 22nd international conference on software engineering 2000 Computer Society Press Limerick, Ireland 377 386
    • (2000) 22nd International Conference on Software Engineering , pp. 377-386
    • Briand, L.1    Langley, T.2    Wieczorek, I.3
  • 9
    • 0035892550 scopus 로고    scopus 로고
    • Can genetic programming improve software effort estimation? A comparative evaluation
    • DOI 10.1016/S0950-5849(01)00192-6, PII S0950584901001926
    • C.J. Burgess, and M. Lefley Can genetic programming improve software effort estimation? A comparative evaluation Information and Software Technology 43 14 2001 863 873 (Pubitemid 33050966)
    • (2001) Information and Software Technology , vol.43 , Issue.14 , pp. 863-873
    • Burgess, C.J.1    Lefley, M.2
  • 10
    • 0018023856 scopus 로고
    • FEATURE SELECTION VIA DYNAMIC PROGRAMMING FOR TEXT-INDEPENDENT SPEAKER IDENTIFICATION
    • R. Cheung, and B. Eisenstein Feature selection via dynamic programming for text-independent speaker identification IEEE Transactions on Acoustics, Speech and Signal Processing ASSP-26(5) 1978 397 403 (Pubitemid 9434753)
    • (1978) IEEE Trans Acoust Speech Signal Process , vol.26 , Issue.5 , pp. 397-403
    • Cheung Ronald, S.1    Eisenstein Bruce, A.2
  • 11
    • 50849151631 scopus 로고
    • Control problems of grey system
    • J.L. Deng Control problems of grey system System and Control Letters 1 1982 288 294
    • (1982) System and Control Letters , vol.1 , pp. 288-294
    • Deng, J.L.1
  • 14
    • 0031539946 scopus 로고    scopus 로고
    • A comparison of software effort estimation techniques: Using function points with neural networks, case-based reasoning and regression models
    • PII S0164121297000551
    • G.R. Finnie, and G.E. Wittig A comparison of software effort technique: Using function points with neural networks, case based reasoning and regression models Journal Systems and Software 39 1997 281 289 (Pubitemid 127400565)
    • (1997) Journal of Systems and Software , vol.39 , Issue.3 , pp. 281-289
    • Finnie, G.R.1    Wittig, G.E.2    Desharnais, J.-M.3
  • 15
    • 44949178376 scopus 로고    scopus 로고
    • Improving effort estimation accuracy by weighted grey relational analysis during software development process
    • Nagoya, Japan
    • Hsu, C. J. & Huang, C. Y. (2007). Improving effort estimation accuracy by weighted grey relational analysis during software development process. In Proceedings of the 14th Asia-Pacific software engineering conference (APSEC 2007) (pp. 534-541), Nagoya, Japan.
    • (2007) Proceedings of the 14th Asia-Pacific Software Engineering Conference (APSEC 2007) , pp. 534-541
    • Hsu, C.J.1    Huang, C.Y.2
  • 17
    • 38649114989 scopus 로고    scopus 로고
    • Integration of the grey relational analysis with genetic algorithm for software effort estimation
    • S.J. Huang, N.H. Chiu, and L.W. Chen Integration of the grey relational analysis with genetic algorithm for software effort estimation European Journal of Operational Research 188 3 2008 898 909
    • (2008) European Journal of Operational Research , vol.188 , Issue.3 , pp. 898-909
    • Huang, S.J.1    Chiu, N.H.2    Chen, L.W.3
  • 18
    • 0033877927 scopus 로고    scopus 로고
    • Control of an inverted pendulum using grey prediction model
    • S.J. Huang, and C.L. Huang Control of an inverted pendulum using grey prediction model IEEE Transactions on Industry Applications 36 2 2000 452 458
    • (2000) IEEE Transactions on Industry Applications , vol.36 , Issue.2 , pp. 452-458
    • Huang, S.J.1    Huang, C.L.2
  • 19
    • 0031078007 scopus 로고    scopus 로고
    • Feature selection: evaluation, application, and small sample performance
    • A. Jain, and D. Zongker Feature Selection: Evaluation, application and small sample performance IEEE Transactions on Pattern Analysis and Machine Intelligence 19 2 1997 153 158 (Pubitemid 127828334)
    • (1997) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.19 , Issue.2 , pp. 153-158
    • Jain, A.1
  • 20
    • 0034319879 scopus 로고    scopus 로고
    • Comparative study of two software development cost modeling techniques using multi-organizational and company-specific data
    • DOI 10.1016/S0950-5849(00)00153-1
    • R. Jeffery, M. Ruhe, and I. Wieczorek A comparative study of two software development cost modeling techniques using multi-organizational and company specific data Information and Software Technology 42 2000 1009 1016 (Pubitemid 32020235)
    • (2000) Information and Software Technology , vol.42 , Issue.14 , pp. 1009-1016
    • Jeffery, R.1    Ruhe, M.2    Wieczorek, I.3
  • 22
    • 0141924581 scopus 로고    scopus 로고
    • Software effort estimation by analogy and 'regression toward the mean
    • M. Jørgensen, U. Indahl, and D. Sjøberg Software effort estimation by analogy and 'regression toward the mean Journal of Systems and Software 68 3 2003 253 262
    • (2003) Journal of Systems and Software , vol.68 , Issue.3 , pp. 253-262
    • Jørgensen, M.1    Indahl, U.2    Sjøberg, D.3
  • 25
    • 32344436323 scopus 로고    scopus 로고
    • Robust Subspace Computation Using L1 Norm
    • Computer Science Department, Carnegie Mellon University
    • Ke, Q. & Kanade, T. (2003). Robust Subspace Computation Using L1 Norm. Tech. Report CMU-CS-03-172, Computer Science Department, Carnegie Mellon University.
    • (2003) Tech. Report CMU-CS-03-172
    • Ke, Q.1    Kanade, T.2
  • 26
    • 0023349750 scopus 로고
    • An empirical validation of software cost estimation models
    • C.F. Kemerer An empirical validation of software cost estimation models Communications of the ACM 30 5 1987 416 429
    • (1987) Communications of the ACM , vol.30 , Issue.5 , pp. 416-429
    • Kemerer, C.F.1
  • 29
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • PII S000437029700043X
    • R. Kohavi, and G.H. John Wrappers for feature subset selection Artificial Intelligence 97 1-2 1997 273 324 (Pubitemid 127401107)
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 30
    • 0001010359 scopus 로고    scopus 로고
    • Grey relational analysis of amine Statistics of mild steel corrosion in acids
    • P. Li, T.C. Tan, and J.Y. Lee Grey relational analysis of amine Statistics of mild steel corrosion in acids Corrosion 53 1997 186 194
    • (1997) Corrosion , vol.53 , pp. 186-194
    • Li, P.1    Tan, T.C.2    Lee, J.Y.3
  • 36
    • 0000356302 scopus 로고
    • Examining the feasibility of a case-based reasoning model for software effort estimation
    • T. Mukhopadhyay, S.S. Vicinanza, and M.j. Prietula Examining the feasibility of a case-based reasoning model for software effort estimation MIS Quarterly 16 june 1992 155 171
    • (1992) MIS Quarterly , vol.16 , Issue.JUNE , pp. 155-171
    • Mukhopadhyay, T.1    Vicinanza, S.S.2    M, J.P.3
  • 37
    • 0035506257 scopus 로고    scopus 로고
    • Analyzing data sets with missing data: An empirical evaluation of imputation methods and likelihood-based methods
    • DOI 10.1109/32.965340
    • I. Myrtveit, E. Stensrud, and U.H. Olsson Analyzing data sets with missing data: An empirical evaluation of imputation methods and likelihood-based methods IEEE Transactions on Software Engineering 27 11 2001 999 1013 (Pubitemid 33106028)
    • (2001) IEEE Transactions on Software Engineering , vol.27 , Issue.11 , pp. 999-1013
    • Myrtveit, I.1    Stensrud, E.2    Olsson, U.H.3
  • 38
    • 0017995509 scopus 로고
    • A general empirical solution to the macro software sizing and estimation problem
    • L.H. Putnam A general empirical solution to the macro software sizing and estimation problem IEEE Transactions on Software Engineering 4 4 1978 345 381
    • (1978) IEEE Transactions on Software Engineering , vol.4 , Issue.4 , pp. 345-381
    • Putnam, L.H.1
  • 41
    • 0031268094 scopus 로고    scopus 로고
    • Estimating software project effort using analogies
    • M. Shepperd, and C. Schofield Estimating software project effort using analogies IEEE Transactions on Software Engineering 23 12 1997 736 743 (Pubitemid 127762233)
    • (1997) IEEE Transactions on Software Engineering , vol.23 , Issue.11 , pp. 736-743
    • Shepperd, M.1    Schofield, C.2
  • 44
    • 1542280231 scopus 로고    scopus 로고
    • A Web document clustering algorithm based on mutual nearest neighborhood
    • Q. Song, and J. Shen A Web document clustering algorithm based on mutual nearest neighborhood Journal of Computer Research and Development 38 7 2001 30 34
    • (2001) Journal of Computer Research and Development , vol.38 , Issue.7 , pp. 30-34
    • Song, Q.1    Shen, J.2
  • 45
    • 0029255026 scopus 로고
    • Machine learning approaches to estimating software development effort
    • K. Srinivasan, and D. Fisher Machine learning approaches to estimating software development effort IEEE Transactions on Software Engineering 21 2 1995 126 137
    • (1995) IEEE Transactions on Software Engineering , vol.21 , Issue.2 , pp. 126-137
    • Srinivasan, K.1    Fisher, D.2
  • 46
  • 47
    • 0033336424 scopus 로고    scopus 로고
    • Empirical study of analogy-based software effort estimation
    • DOI 10.1023/A:1009872202035
    • F. Walkerden, and V. Jeffery An empirical study of analogy-based software effort estimation Empirical Software Engineering 4 2 1999 135 158 (Pubitemid 30542594)
    • (1999) Empirical Software Engineering , vol.4 , Issue.2 , pp. 135-158
    • Walkerden, F.1    Jeffery, R.2
  • 48
    • 0042850451 scopus 로고    scopus 로고
    • On-demand forecasting of stock prices using a real-time predictor
    • Y.F. Wang On-demand forecasting of stock prices using a real-time predictor IEEE Transactions on Knowledge and Data Engineering 15 4 2003 1033 1037
    • (2003) IEEE Transactions on Knowledge and Data Engineering , vol.15 , Issue.4 , pp. 1033-1037
    • Wang, Y.F.1
  • 51
    • 0007973390 scopus 로고
    • Using artificial neural networks and function points to estimate 4GL software development effort
    • G.E. Wittig, and G.R. Finnie Using artificial neural networks and function points to estimate 4GL software development effort Australian Journal of Information Systems 1 2 1994 87 94
    • (1994) Australian Journal of Information Systems , vol.1 , Issue.2 , pp. 87-94
    • Wittig, G.E.1    Finnie, G.R.2
  • 52
    • 0031187569 scopus 로고    scopus 로고
    • Estimating software development effort with connectionist models
    • PII S0950584997000049
    • G. Wittig, and G. Finnie Estimating software development effort with connectionist models Information and Software Technology 39 7 1997 469 476 (Pubitemid 127439491)
    • (1997) Information and Software Technology , vol.39 , Issue.7 , pp. 469-476
    • Wittig, G.1    Finnie, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.