DOI: 10.1016/s0164-1212(00)00005-4. An investigation of machine learning based prediction systems

An investigation of machine learning based prediction systems

10.1016/s0164-1212(00)00005-4

Crossref journal-article

Elsevier BV

Journal of Systems and Software (78)

Bibliography

Mair, C., Kadoda, G., Lefley, M., Phalp, K., Schofield, C., Shepperd, M., & Webster, S. (2000). An investigation of machine learning based prediction systems. Journal of Systems and Software, 53(1), 23â29.

Authors 7

Carolyn Mair (first)
Gada Kadoda (additional)
Martin Lefley (additional)
Keith Phalp (additional)
Chris Schofield (additional)
Martin Shepperd (additional)
Steve Webster (additional)

References 26 Referenced 166

{'issue': '1', 'key': '10.1016/S0164-1212(00)00005-4_BIB1', 'article-title': 'Case-based reasoning: foundational issues, methodical variations and system approaches', 'volume': '7', 'author': 'Aarmodt', 'year': '1994', 'journal-title': 'AI Communications'} / AI Communications / Case-based reasoning: foundational issues, methodical variations and system approaches by Aarmodt (1994)
Aha, W.D., 1991. Case-based learning algorithms. In: 1991 DARPA Case-Based Reasoning Workshop, Morgan Kaufmann, Los Altos, CA
Bisio, R., Malabocchia, F., 1995. Cost estimation of software projects through case based reasoning. In: International Conference on Case Based Reasoning, Sesimbra, Portugal (10.1007/3-540-60598-3_2)
{'key': '10.1016/S0164-1212(00)00005-4_BIB4', 'series-title': 'Software Engineering Economics', 'author': 'Boehm', 'year': '1981'} / Software Engineering Economics by Boehm (1981)
{'key': '10.1016/S0164-1212(00)00005-4_BIB5', 'series-title': 'Software Engineering Metrics and Models', 'author': 'Conte', 'year': '1986'} / Software Engineering Metrics and Models by Conte (1986)
10.1023/A:1008641220268 / J. Intelligent Inform. Systems / Feature subset selection within a simulated annealing data mining algorithm by Debuse (1997)
Desharnais, J.M., 1989. Analyse statistique de la productivitie des projets informatique a partie de la technique des point des fonction. Unpublished Masters Thesis, University of Montreal
10.1016/S0950-5849(96)00006-7 / Inform. Software Technol. / A comparison of techniques for developing predictive models of software metrics by Gray (1997)
10.1061/(ASCE)0887-3801(1994)8:1(72) / J. Comput. Civil Eng. / Analogy based solution to markup estimation problem by Hegazy (1994)
10.1109/32.403791 / IEEE Trans. Software Eng. / Experience with the accuracy of software maintenance task effort prediction models by Jorgensen (1995)
10.1109/52.143107 / IEEE Software / Using neural networks in reliabilty prediction by Karunanithi (1992)
10.1145/22899.22906 / Comm. ACM / An empirical validation of cost estimation models by Kemerer (1987)
Kennedy, H.C., Chinniah, C., Bradbeer, P., Morss, L., 1997. The construction and evaluation of decision trees: a comparison of evolutionary and concept learning methods. In: Corne, D., Shapiro, J.L. (Eds.), Evolutionary Computing. AISB International Workshop, Manchester, UK, 7–8 April. Springer, LNCS 1305 (10.1007/BFb0027172)
Kok, P., Kitchenham, B.A., Kirakowski, J., 1990. The MERMAID approach to software cost estimation. In: Proceedings of the Esprit Technical Week (10.1007/978-94-009-0705-8_21)
{'key': '10.1016/S0164-1212(00)00005-4_BIB15', 'series-title': 'Case-Based Reasoning: Experiences Lessons and Future Directions', 'author': 'Leake', 'year': '1996'} / Case-Based Reasoning: Experiences Lessons and Future Directions by Leake (1996)
10.1109/72.80202 / IEEE Trans. Neural Networks / Identification and control of dynamical systems using neural networks by Narendra (1987)
{'key': '10.1016/S0164-1212(00)00005-4_BIB17', 'series-title': 'Artificial Intelligence', 'author': 'Rich', 'year': '1995'} / Artificial Intelligence by Rich (1995)
{'key': '10.1016/S0164-1212(00)00005-4_BIB18', 'series-title': 'Dynamic Memory: A Theory of Reminding and Learning in Computers and People', 'author': 'Schank', 'year': '1982'} / Dynamic Memory: A Theory of Reminding and Learning in Computers and People by Schank (1982)
{'key': '10.1016/S0164-1212(00)00005-4_BIB19', 'first-page': '145', 'article-title': 'Parallel networks that learn to pronounce english text', 'volume': '1', 'author': 'Sejnowski', 'year': '1987', 'journal-title': 'Complex Systems'} / Complex Systems / Parallel networks that learn to pronounce english text by Sejnowski (1987)
10.1109/32.637387 / IEEE Trans. Software Eng. / Estimating software project effort using analogies by Shepperd (1997)
10.1109/32.345828 / IEEE Trans. Software Eng. / Machine learning approaches to estimating software development effort by Srinivasan (1995)
Stensrud, E., Myrtveit, I., 1998. Human performance estimating with analogy and regression models: an empirical validation. In: Proceedings of the Fifth International Metrics Symposium, IEEE Computer Society, Bethesda, MD (10.1109/METRIC.1998.731247)
Vincinanza, S., Prietula, M.J., 1990. Case based reasoning in software effort estimation. In: Proceedings of the 11th International Conference on Information Systems
10.1016/S0950-5849(98)00116-5 / Inform. Software Technol. / Heuristic principles for the design of artificial neural networks by Walczak (1999)
10.1017/S0269888900007098 / The Knowledge Eng. Rev. / Case-based reasoning: a review by Watson (1994)
10.1016/S0950-5849(97)00004-9 / Inform. Software Technol. / Estimating software development effort with connectionist models by Wittig (1997)

Dates

Type	When
Created	22 years, 4 months ago (April 4, 2003, 9:09 p.m.)
Deposited	5 years, 7 months ago (Jan. 16, 2020, 3:08 p.m.)
Indexed	3 weeks, 1 day ago (July 30, 2025, 11:16 a.m.)
Issued	25 years, 1 month ago (July 1, 2000)
Published	25 years, 1 month ago (July 1, 2000)
Published Print	25 years, 1 month ago (July 1, 2000)

Funders 0

None

BibTeX

@article{Mair_2000, title={An investigation of machine learning based prediction systems}, volume={53}, ISSN={0164-1212}, url={http://dx.doi.org/10.1016/s0164-1212(00)00005-4}, DOI={10.1016/s0164-1212(00)00005-4}, number={1}, journal={Journal of Systems and Software}, publisher={Elsevier BV}, author={Mair, Carolyn and Kadoda, Gada and Lefley, Martin and Phalp, Keith and Schofield, Chris and Shepperd, Martin and Webster, Steve}, year={2000}, month=jul, pages={23–29} }

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