{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T05:02:31Z","timestamp":1766466151700},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2006,12,1]],"date-time":"2006-12-01T00:00:00Z","timestamp":1164931200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Software Qual J"],"published-print":{"date-parts":[[2006,12]]},"DOI":"10.1007\/s11219-006-0038-1","type":"journal-article","created":{"date-parts":[[2006,10,9]],"date-time":"2006-10-09T04:14:05Z","timestamp":1160367245000},"page":"309-338","source":"Crossref","is-referenced-by-count":3,"title":["Resource oriented selection of rule-based classification models: An empirical case study"],"prefix":"10.1007","volume":"14","author":[{"given":"Taghi M.","family":"Khoshgoftaar","sequence":"first","affiliation":[]},{"given":"Angela","family":"Herzberg","sequence":"additional","affiliation":[]},{"given":"Naeem","family":"Seliya","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"10","key":"38_CR1","doi-asserted-by":"crossref","first-page":"751","DOI":"10.1109\/32.544352","volume":"22","author":"V.R. Basili","year":"1996","unstructured":"Basili, V.R., Briand, L.C., Melo, W.L. 1996 A validation of object-oriented design metrics as quality indicators. IEEE Transactions on Software Engineering 22(10):751\u2013761.","journal-title":"IEEE Transactions on Software Engineering"},{"issue":"1","key":"38_CR2","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1007\/BF00125812","volume":"1","author":"L.C. Briand","year":"1996","unstructured":"Briand, L.C., Emam, K.E., Morasca, S. 1996 On the application of measurement theory in software engineering. Empricial Software Engineering Journal 1(1):61\u201388.","journal-title":"Empricial Software Engineering Journal"},{"key":"38_CR3","volume-title":"Practical Nonparametric Statistics","author":"W.J. Conover","year":"1971","unstructured":"Conover, W.J. 1971 Practical Nonparametric Statistics. John Wiley and Sons, New York, NY, USA."},{"issue":"4","key":"38_CR4","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1007\/BF00209184","volume":"5","author":"C. Ebert","year":"1996","unstructured":"Ebert, C. 1996 Classification techniques for metric-based software development. Software Quality Journal 5(4):255\u2013272.","journal-title":"Software Quality Journal"},{"issue":"4","key":"38_CR5","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1109\/64.539013","volume":"11","author":"U.M. Fayyad","year":"1996","unstructured":"Fayyad, U.M. 1996 Data mining and knowledge discovery: Making sense out of data. IEEE Expert 11(4):20\u201325.","journal-title":"IEEE Expert"},{"key":"38_CR6","unstructured":"Fenton, N.E., Pfleeger, S.L. 1997 Software Metrics: A Rigorous and Practical Approach. PWS Publishing Company: ITP, Boston, MA, 2nd edition."},{"issue":"5","key":"38_CR7","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1109\/52.536459","volume":"13","author":"J.P. Hudepohl","year":"1996","unstructured":"Hudepohl, J.P., Aud, S.J., Khoshgoftaar, T.M., Allen, E.B., Mayrand, J. 1996 Emerald: Software metrics and models on the desktop. IEEE Software 13(5):56\u201360.","journal-title":"IEEE Software"},{"issue":"3","key":"38_CR8","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1016\/S0164-1212(00)00079-0","volume":"55","author":"K.E. Imam","year":"2001","unstructured":"Imam, K.E., Benlarbi, S., Goel, N., Rai, S.N. 2001 Comparing case-based reasoning classifiers for predicting high-risk software componenets. Journal of Systems and Software, Elsevier Science Publishing 55(3):301\u2013320.","journal-title":"Journal of Systems and Software, Elsevier Science Publishing"},{"key":"38_CR9","unstructured":"Johnson, R.A., Wichern, D.W. 1992 Applied Multivariate Statistical Analysis. Prentice Hall, Englewood Cliffs, NJ, USA, 2nd edition."},{"key":"38_CR10","unstructured":"Khoshgoftaar, T.M., Allen, E.B., Deng, J. 2001 Controlling overfitting in software quality models: Experiments with regression trees and classification. In: Proceedings of 7th International Software Metrics Symposium, London, UK. IEEE Computer Society, pages, 190\u2013198."},{"issue":"4","key":"38_CR11","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1109\/TR.2002.804488","volume":"51","author":"T.M. Khoshgoftaar","year":"2002","unstructured":"Khoshgoftaar, T.M. Allen, E.B., Deng, J. 2002 Using regression trees to classify fault-prone software modules. IEEE Transactions on Reliability 51(4):455\u2013462.","journal-title":"IEEE Transactions on Reliability"},{"key":"38_CR12","unstructured":"Khoshgoftaar, T.M., Gao, K. Xiao, Y. 2002 A study of resource-based software quality classification models. Technical Report TR-CSE-02-49, Florida Atlantic University, Boca Raton, FL, USA."},{"key":"38_CR13","doi-asserted-by":"crossref","unstructured":"Khoshgoftaar, T.M. Seliya, N. 2002 Improving usefulness of software quality classification models based on boolean discriminant functions. In: Proceedings: 13th International Symposium on Software Reliability Engineering, Annapolis, Maryland, USA. IEEE Computer Society, pages, 221\u2013230.","DOI":"10.1109\/ISSRE.2002.1173256"},{"key":"38_CR14","unstructured":"Khoshgoftaar, T.M. Seliya, N. 2002 A rule-based classification model for software quality prediction. Technical Report TR-CSE-02-45, Florida Atlantic University, Boca Raton, FL, USA."},{"issue":"4","key":"38_CR15","doi-asserted-by":"crossref","first-page":"325","DOI":"10.1023\/A:1025316301168","volume":"8","author":"T.M. Khoshgoftaar","year":"2003","unstructured":"Khoshgoftaar, T.M. Seliya, N. 2003 Analogy-based practical classification rules for software quality estimation. Empirical Software Engineering Journal 8(4):325\u2013350.","journal-title":"Empirical Software Engineering Journal"},{"issue":"3","key":"38_CR16","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1023\/B:EMSE.0000027781.18360.9b","volume":"9","author":"T.M. Khoshgoftaar","year":"2004","unstructured":"Khoshgoftaar, T.M. Seliya, N. 2004 Comparative assessment of software quality classification techniques: An empirical case study. Empirical Software Engineering Journal 9(3):229\u2013257.","journal-title":"Empirical Software Engineering Journal"},{"issue":"2","key":"38_CR17","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1016\/j.jss.2004.04.027","volume":"76","author":"T.M. Khoshgoftaar","year":"2005","unstructured":"Khoshgoftaar, T.M., Seliya, N., Herzberg, A. 2005 Resource-oriented software quality classification models. Journal of Systems and Software 76(2):111\u2013126.","journal-title":"Journal of Systems and Software"},{"key":"38_CR18","unstructured":"Nguyen, L. 2002 A comparative study of attribute selection techniques for cbr-based software quality classification models. Master\u2019s thesis, Florida Atlantic University, Boca Raton, FL, USA. Advised by Taghi M. Khoshgoftaar."},{"key":"38_CR19","unstructured":"Ohlsson, N., Helander, M., Wohlin, C. 1996 Quality improvement by identification of fault-prone modules using software design metrics. In: Proceedings: International Conference on Software Quality, Ottawa, Ontario, Canada, pages, 1\u201313."},{"key":"38_CR20","unstructured":"Ping, Y., Systa, T., Muller, H. 2002 Predicting fault-proneness using OO metrics: An industrial case study. In T. Gyimothy and F. B. Abreu, editors, Proceedings of 6th European Conference on Software Maintenance and Reengineering, Budapest, Hungary, pages, 99\u2013107."},{"key":"38_CR21","unstructured":"Pizzi, N.J., Summers, R., Pedrycz, W. 2002 Software quality prediction using median-adjusted class labels. In Proceedings: International Joint Conference on Neural Networks, volume 3, Honolulu, HI. IEEE Computer Society, pages, 2405\u20132409."},{"key":"38_CR22","unstructured":"Reformat, M., Pedrycz, W., Pizzi, N.J. 2002 Software quality analysis with the use of computational intelligence. In: Proceedings: IEEE International Conference on Fuzzy Systems, volume 2, Honolulu, HI, USA, pages, 1156\u20131161."},{"key":"38_CR23","doi-asserted-by":"crossref","unstructured":"Runeson, P., Ohlsson, M.C., Wohlin, C. 2001 A classification scheme for studies on fault-prone components. Lecture Notes in Computer Science, 2188:341\u2013355. Springer Link.","DOI":"10.1007\/3-540-44813-6_29"},{"key":"38_CR24","doi-asserted-by":"crossref","unstructured":"Schneidewind, N.F. 1997 Software metrics model for integrating quality control and prediction. In: Proceedings of 8th International Symposium on Software Reliability Engineering, Albuquerque, NM. IEEE Computer Society, pages, 402\u2013415.","DOI":"10.1109\/ISSRE.1997.630888"},{"key":"38_CR25","unstructured":"Schneidewind, N.F. 2001 Investigation of logistic regression as a discriminant of software quality. In: Proceedings of 7th International Software Metrics Symposium, London, UK. IEEE Computer Society, pages, 328\u2013337."},{"issue":"2","key":"38_CR26","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1109\/2.982919","volume":"35","author":"N.F. Schneidewind","year":"2002","unstructured":"Schneidewind, N.F. 2002 Body of knowledge for software quality measurement. IEEE Computer 35(2):77\u201383.","journal-title":"IEEE Computer"},{"issue":"12","key":"38_CR27","doi-asserted-by":"crossref","first-page":"1297","DOI":"10.1109\/34.817409","volume":"21","author":"A. Suarez","year":"1999","unstructured":"Suarez, A., Lutsko, J.F. 1999 Globally optimal fuzzy decision trees for classification and regression. Pattern Analysis and Machine Intelligence, IEEE Computer Society 21(12):1297\u20131311.","journal-title":"Pattern Analysis and Machine Intelligence, IEEE Computer Society"},{"key":"38_CR28","doi-asserted-by":"crossref","unstructured":"Votta, L.G., Porter, A.A. 1995 Experimental software engineering: A report on the state of the art. In: Proceedings of the 17th. International Conference on Software Engineering, Seattle, WA USA. IEEE Computer Society, pages, 277\u2013279.","DOI":"10.1145\/225014.225040"},{"key":"38_CR29","doi-asserted-by":"crossref","unstructured":"Wohlin, C., Runeson, P., Host, M., Ohlsson, M.C., Regnell, B., Wesslen, A. 2000 Experimentation in Software Engineering: An Introduction. Kluwer International Series in Software Engineering. Kluwer Academic Publishers, Boston, MA.","DOI":"10.1007\/978-1-4615-4625-2"}],"container-title":["Software Quality Journal"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11219-006-0038-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11219-006-0038-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11219-006-0038-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T10:10:35Z","timestamp":1559383835000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11219-006-0038-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,12]]},"references-count":29,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2006,12]]}},"alternative-id":["38"],"URL":"https:\/\/doi.org\/10.1007\/s11219-006-0038-1","relation":{},"ISSN":["0963-9314","1573-1367"],"issn-type":[{"value":"0963-9314","type":"print"},{"value":"1573-1367","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,12]]}}}