{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T19:37:09Z","timestamp":1778528229956,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":47,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,11,8]],"date-time":"2020-11-08T00:00:00Z","timestamp":1604793600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,11,8]]},"DOI":"10.1145\/3416508.3417114","type":"proceedings-article","created":{"date-parts":[[2020,11,6]],"date-time":"2020-11-06T23:02:14Z","timestamp":1604703734000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":63,"title":["Software defect prediction using tree-based ensembles"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2146-9348","authenticated-orcid":false,"given":"Hamoud","family":"Aljamaan","sequence":"first","affiliation":[{"name":"King Fahd University of Petroleum and Minerals, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9353-7872","authenticated-orcid":false,"given":"Amal","family":"Alazba","sequence":"additional","affiliation":[{"name":"King Fahd University of Petroleum and Minerals, Saudi Arabia \/ King Saud University, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,11,8]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-015-0469-8"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.3390\/app10051745"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA"},{"key":"e_1_3_2_1_7_1","article-title":"Statistical comparisons of classifiers over multiple data sets","author":"Dem\u0161ar Janez","year":"2006","unstructured":"Janez Dem\u0161ar. 2006. Statistical comparisons of classifiers over multiple data sets. Journal of Machine learning research 7, Jan ( 2006 ), 1-30.","journal-title":"Journal of Machine learning research 7"},{"key":"e_1_3_2_1_8_1","unstructured":"Anna Veronika Dorogush Vasily Ershov and Andrey Gulin. 2018. CatBoost: gradient boosting with categorical features support. ArXiv ( 2018 )."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-014-1576-2"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1006\/inco"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1013203451"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-6226-1"},{"key":"e_1_3_2_1_13_1","volume-title":"Sunil Kumar Khatri, and D. Damodaran","author":"Goel Lipika","year":"2020","unstructured":"Lipika Goel, Mayank Sharma, Sunil Kumar Khatri, and D. Damodaran. 2020. Defect Prediction of Cross Projects Using PCA and Ensemble Learning Approach. In Micro-Electronics and Telecommunication Engineering, Devendra Kumar Sharma, Valentina Emilia Balas, Le Hoang Son, Rohit Sharma, and Korhan Cengiz (Eds.). Springer Singapore, Singapore, 307-315."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-37334-4_4"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR"},{"key":"e_1_3_2_1_17_1","volume-title":"Nonparametric statistical methods (3 rd ed.)","author":"Hollander Myles","unstructured":"Myles Hollander, Douglas A. Wolfe, and Eric Chicken. 2000. Nonparametric statistical methods (3 rd ed.). Wiley, New York."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2811681.2811699"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","unstructured":"Cong Jin and Shu-Wei Jin. 2015. Prediction approach of software fault-proneness based on hybrid artificial neural network and quantum particle swarm optimization. Applied Soft Computing 35 (Oct. 2015 ) 717-725. https:\/\/doi.org\/10.1016\/j. asoc. 2015. 07.006 10.1016\/j.asoc.2015.07.006","DOI":"10.1016\/j"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2006.07.005"},{"key":"e_1_3_2_1_21_1","first-page":"1137","volume-title":"Proceedings of the 14th international joint conference on Artificial intelligence-Volume 2 (IJCAI'95)","author":"Kohavi Ron","year":"1995","unstructured":"Ron Kohavi. 1995. A study of cross-validation and bootstrap for accuracy estimation and model selection. In Proceedings of the 14th international joint conference on Artificial intelligence-Volume 2 (IJCAI'95). Morgan Kaufmann Publishers Inc., Montreal, Quebec, Canada, 1137-1143."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3352411.3352412"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2351676.2351734"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-010-0069-5"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009757419320"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-012-9218-8"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa"},{"key":"e_1_3_2_1_32_1","article-title":"Scikit-learn: Machine Learning in Python","volume":"12","author":"Pedregosa Fabian","year":"2011","unstructured":"Fabian Pedregosa, Ga\u00ebl Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake Vanderplas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, and \u00c9douard Duchesnay. 2011. Scikit-learn: Machine Learning in Python. Journal of Machine Learning Research 12, 85 ( 2011 ), 2825-2830. http:\/\/jmlr.org\/papers\/v12\/pedregosa11a.html","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2961111.2962610"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116251"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-009-9124-7"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/21.97458"},{"key":"e_1_3_2_1_37_1","unstructured":"Sayyad Shirabad J. and Menzies T.J. 2005. The PROMISE Repository of Software Engineering Databases. http:\/\/promise.site.uottawa.ca\/SERepository\/"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2013.11"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884857"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/KSE"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISKE.2017.8258836"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/TR"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884839"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-016-0194-x"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"crossref","unstructured":"Tianchi Zhou Xiaobing Sun Xin Xia Bin Li and Xiang Chen. 2019. Improving defect prediction with deep forest. Information and Software Technology 114 ( 2019 ) 204-216.","DOI":"10.1016\/j.infsof.2019.07.003"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"}],"event":{"name":"PROMISE '20: 16th International Conference on Predictive Models and Data Analytics in Software Engineering","location":"Virtual USA","acronym":"PROMISE '20","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering"]},"container-title":["Proceedings of the 16th ACM International Conference on Predictive Models and Data Analytics in Software Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3416508.3417114","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3416508.3417114","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:41:30Z","timestamp":1750200090000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3416508.3417114"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,11,8]]},"references-count":47,"alternative-id":["10.1145\/3416508.3417114","10.1145\/3416508"],"URL":"https:\/\/doi.org\/10.1145\/3416508.3417114","relation":{},"subject":[],"published":{"date-parts":[[2020,11,8]]},"assertion":[{"value":"2020-11-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}