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Volumn , Issue , 2007, Pages 1484-1488

Outlier elimination in construction of software metric models

Author keywords

Least of Median Squares (LMS); Models; Outliers; Software metrics

Indexed keywords

DATA ACQUISITION; METRIC SYSTEM; PROBLEM SOLVING; PROJECT MANAGEMENT;

EID: 35248862569     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1244002.1244319     Document Type: Conference Paper
Times cited : (12)

References (26)
  • 1
    • 0031170604 scopus 로고    scopus 로고
    • A Comparison of Techniques for Developing Predictive Models of Software Metrics
    • A. R. Gray and S. G. MacDonell. "A Comparison of Techniques for Developing Predictive Models of Software Metrics." Information and Software Technology, vol. 39, pp. 425-437, 1997.
    • (1997) Information and Software Technology , vol.39 , pp. 425-437
    • Gray, A.R.1    MacDonell, S.G.2
  • 2
  • 3
    • 0020844328 scopus 로고
    • Software Function, Source Lines of Codes, and Development Effort Prediction
    • Nov
    • A. Albrecht and J. Gaffney. "Software Function, Source Lines of Codes, and Development Effort Prediction." IEEE Trans. Software Eng., vol. 9, no. 6, pp. 639-648, Nov. 1983.
    • (1983) IEEE Trans. Software Eng , vol.9 , Issue.6 , pp. 639-648
    • Albrecht, A.1    Gaffney, J.2
  • 4
    • 0022147604 scopus 로고
    • Software project Development Cost Estimation
    • Nov
    • B. Kitchenham and N. Taylor. "Software project Development Cost Estimation." J. System and Software, vol. 5, no. 4, pp.267-278, Nov. 1985.
    • (1985) J. System and Software , vol.5 , Issue.4 , pp. 267-278
    • Kitchenham, B.1    Taylor, N.2
  • 5
    • 0024680358 scopus 로고
    • An Evaluation of Expert Systems for Software Engineering Management
    • Jun
    • C. L. Ramsey and V. R. Basili. "An Evaluation of Expert Systems for Software Engineering Management." IEEE Trans. Software Eng., vol. 15, no. 6, pp. 747-759, Jun. 1989.
    • (1989) IEEE Trans. Software Eng , vol.15 , Issue.6 , pp. 747-759
    • Ramsey, C.L.1    Basili, V.R.2
  • 7
    • 0026923902 scopus 로고
    • On Fuzzy Modeling Using Fuzzy Neural Networks with the BackPropagation Algorithm
    • Sept
    • S. Horikawa, T. Furnuhashi, and Y. Ucikawa. "On Fuzzy Modeling Using Fuzzy Neural Networks with the BackPropagation Algorithm." IEEE Trans. Neural Networks, vol. 3, no. 5, pp. 801-806, Sept. 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , Issue.5 , pp. 801-806
    • Horikawa, S.1    Furnuhashi, T.2    Ucikawa, Y.3
  • 8
    • 0000356302 scopus 로고
    • Examining the Feasibility of a Case-Based Reasoning Model for Software Effort Estimation
    • Jun
    • T. Mukhopadhyay, S. S. Vicinanza, and M. J. Prietula. "Examining the Feasibility of a Case-Based Reasoning Model for Software Effort Estimation." MIS Quarterly: Management Information System, vol. 16, no. 2, pp.155-171, Jun. 1992.
    • (1992) MIS Quarterly: Management Information System , vol.16 , Issue.2 , pp. 155-171
    • Mukhopadhyay, T.1    Vicinanza, S.S.2    Prietula, M.J.3
  • 10
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-Network-Based Fuzzy Inference System
    • May-Jun
    • R. J. S. Jang. "ANFIS: Adaptive-Network-Based Fuzzy Inference System." IEEE Trans. Systems, Man, and Cybernectics, vol. 23, no. 3, pp. 665-685, May-Jun. 1993.
    • (1993) IEEE Trans. Systems, Man, and Cybernectics , vol.23 , Issue.3 , pp. 665-685
    • Jang, R.J.S.1
  • 11
    • 0027188250 scopus 로고
    • Rule-Based Approach to Computing Module Cohesion
    • Baltimore, Maryland, May
    • A. Lakhotia. "Rule-Based Approach to Computing Module Cohesion." Proc. 15th Int'l Conf. on Software Eng., pp. 35-44, Baltimore, Maryland, May 1993.
    • (1993) Proc. 15th Int'l Conf. on Software Eng , pp. 35-44
    • Lakhotia, A.1
  • 12
    • 0028418767 scopus 로고
    • Software Development Cost Estimation Using Function Points
    • Apr
    • J. Maston, B. Barrett, and J. Mellichamp. "Software Development Cost Estimation Using Function Points." IEEE Trans. Software Eng., vol. 20, no. 4, pp. 275-287, Apr. 1994.
    • (1994) IEEE Trans. Software Eng , vol.20 , Issue.4 , pp. 275-287
    • Maston, J.1    Barrett, B.2    Mellichamp, J.3
  • 13
    • 0017449997 scopus 로고
    • A Method of Programming Measurement and Estimation
    • C. Walston and C. Felix. "A Method of Programming Measurement and Estimation." IBM Systems J., vol. 16, no. 1,pp.54-73, 1977.
    • (1977) IBM Systems J , vol.16 , Issue.1 , pp. 54-73
    • Walston, C.1    Felix, C.2
  • 14
    • 0032639451 scopus 로고    scopus 로고
    • Explaining the Cost of European Space and Military Projects
    • Los Angeles, California, May
    • L. Briand, K. E. Emam, and I. Wieczorek. "Explaining the Cost of European Space and Military Projects." Proc. 21st Int'l Conf. on Software Eng., pp. 303-312, Los Angeles, California, May 1999.
    • (1999) Proc. 21st Int'l Conf. on Software Eng , pp. 303-312
    • Briand, L.1    Emam, K.E.2    Wieczorek, I.3
  • 16
    • 0035506257 scopus 로고    scopus 로고
    • Analyzing Data Sets with Missing Data: An Empirical Evaluation of Imputation Methods and Likelihood-Based Methods
    • Nov
    • 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 Trans. Software Eng., vol. 27, no. 11, pp. 999-1013, Nov. 2001.
    • (2001) IEEE Trans. Software Eng , vol.27 , Issue.11 , pp. 999-1013
    • Myrtveit, I.1    Stensrud, E.2    Olsson, U.H.3
  • 17
    • 0035481267 scopus 로고    scopus 로고
    • Software Cost Estimation with Incomplete Data
    • Oct
    • K. Strike, K. E. Emam, and N. Madhavji. "Software Cost Estimation with Incomplete Data." IEEE Trans. Software Eng., vol. 27, no. 10, pp. 890-908, Oct. 2001.
    • (2001) IEEE Trans. Software Eng , vol.27 , Issue.10 , pp. 890-908
    • Strike, K.1    Emam, K.E.2    Madhavji, N.3
  • 19
    • 84950968334 scopus 로고
    • Least Median of Squares Regression
    • P. J. Rousseeuw. "Least Median of Squares Regression." J. Am. Statistical Assoc, vol. 79, pp. 871-880, 1984.
    • (1984) J. Am. Statistical Assoc , vol.79 , pp. 871-880
    • Rousseeuw, P.J.1
  • 20
    • 0001899317 scopus 로고
    • A Cautionary Note on the Method of Least Median Squares
    • T. P. Hettmansperger and S. J. Sheather. "A Cautionary Note on the Method of Least Median Squares." The Am. Statistician, vol. 46, pp. 79-83, 1992.
    • (1992) The Am. Statistician , vol.46 , pp. 79-83
    • Hettmansperger, T.P.1    Sheather, S.J.2
  • 21
    • 0035023813 scopus 로고    scopus 로고
    • Using Public Domain Metrics to Estimate Software Development Effort
    • London, UK, Apr
    • R. Jeffery, M. Ruhe, and I. Wieczorek. "Using Public Domain Metrics to Estimate Software Development Effort." Proc. 7th IEEE Int'l Software Metrics Symp., pp. 16-27, London, UK, Apr. 2001.
    • (2001) Proc. 7th IEEE Int'l Software Metrics Symp , pp. 16-27
    • Jeffery, R.1    Ruhe, M.2    Wieczorek, I.3
  • 22
    • 35248870402 scopus 로고    scopus 로고
    • B. J. Milne and K. B. G. Luxford. Worldwide Software Development: the Benchmark, Release 5. Warrandyte, Australia: International Software Benchmarking Standards Group Limited, 1998
    • B. J. Milne and K. B. G. Luxford. Worldwide Software Development: the Benchmark, Release 5. Warrandyte, Australia: International Software Benchmarking Standards Group Limited, 1998.
  • 23
    • 18744415700 scopus 로고    scopus 로고
    • V. K. Y. Chan. Software Effort Prediction Models Using Maximum Likelihood Methods Require Multivariate Normality of the Software Metrics Data Sample: Can Such a Sample Be Made Multivariate Normal? Proc. 28th IEEE Int'l Computer Software and Applications Conf, pp. 274-279, Hong Kong, China, Sept. 2004
    • V. K. Y. Chan. "Software Effort Prediction Models Using Maximum Likelihood Methods Require Multivariate Normality of the Software Metrics Data Sample: Can Such a Sample Be Made Multivariate Normal?" Proc. 28th IEEE Int'l Computer Software and Applications Conf, pp. 274-279, Hong Kong, China, Sept. 2004.
  • 25
    • 33751058682 scopus 로고    scopus 로고
    • V. K. Y. Chan and W. E. Wong. Optimizing and Simplifying Software Metric Models Constructed Using Maximum Likelihood Methods. Proc. 29th IEEE Int'l Computer Software and Applications Conf, pp. 65-70, Edinburgh, UK, Jul. 2005
    • V. K. Y. Chan and W. E. Wong. "Optimizing and Simplifying Software Metric Models Constructed Using Maximum Likelihood Methods." Proc. 29th IEEE Int'l Computer Software and Applications Conf, pp. 65-70, Edinburgh, UK, Jul. 2005.
  • 26
    • 35248875982 scopus 로고    scopus 로고
    • S. Conte, H. Dunsmore, and V. Y. Shen. Software Engineering Metrics and Models. Menlo Park, CS: Benjamin Cummings, 1986.
    • S. Conte, H. Dunsmore, and V. Y. Shen. Software Engineering Metrics and Models. Menlo Park, CS: Benjamin Cummings, 1986.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.