{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T17:11:48Z","timestamp":1730221908334,"version":"3.28.0"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2016,8,1]],"date-time":"2016-08-01T00:00:00Z","timestamp":1470009600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2016,8,1]],"date-time":"2016-08-01T00:00:00Z","timestamp":1470009600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,8]]},"DOI":"10.1109\/fgct.2016.7605093","type":"proceedings-article","created":{"date-parts":[[2016,10,24]],"date-time":"2016-10-24T16:22:52Z","timestamp":1477326172000},"page":"60-69","source":"Crossref","is-referenced-by-count":2,"title":["HSDD: a hybrid sampling strategy for class imbalance in defect prediction data sets"],"prefix":"10.1109","author":[{"given":"M. Maruf","family":"Ozturk","sequence":"first","affiliation":[{"name":"Department of Computer Engineering, Computer and Information Sciences, Sakarya, TURKEY"}]},{"given":"Ahmet","family":"Zengin","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Computer and Information Sciences, Sakarya, TURKEY"}]}],"member":"263","reference":[{"key":"ref10","first-page":"533","article-title":"Reasoning with Noisy Software Effort Data","volume":"28","author":"twala","year":"2014","journal-title":"Appl Artif Intell"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2601248.2601294"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-010-0625-8"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1002\/9781118646106.ch6"},{"journal-title":"SMOTE synthetic minority over-sampling technique J Artif Intell Res","year":"2002","author":"chawla","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-14-106"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2810146.2810150"},{"key":"ref17","article-title":"Hybrid classification approach of SMOTE and instance selection for imbalanced datasets","author":"gao","year":"2015","journal-title":"Iowa State University"},{"key":"ref18","first-page":"3141","article-title":"An Extensive Comparison of Bug Prediction Approaches","author":"ambros","year":"2003","journal-title":"Mining Software Repositories"},{"journal-title":"The PROMISE Repository of Empirical Software Engineering Data","year":"2016","author":"menzies","key":"ref19"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2014.01.015"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2014.66"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2010.27"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2009.18"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2013.2259203"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2010.27"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2015.66"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC-CSS-ICESS.2015.205"},{"key":"ref1","first-page":"481490","article-title":"Dealing with noise in defect pre-diction","author":"kim","year":"2011","journal-title":"33rd International Conference on Software Engineering (ICSE 2011)"},{"key":"ref20","article-title":"The relationship between Precision-Recall and ROC curves","author":"jesse","year":"2006","journal-title":"Proceedings of the 23rd International Conference on Machine Learning"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1142\/S1469026813400014"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"861","DOI":"10.1016\/j.patrec.2005.10.010","article-title":"An introduction to ROC analysis","volume":"27","author":"tom","year":"2006","journal-title":"Pattern Recognition Letters"},{"journal-title":"University of Waterloo","article-title":"Online Defect Prediction for Imbalanced Data","year":"2015","key":"ref24"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2014.12.006"},{"key":"ref26","first-page":"40","article-title":"Towards a Better Understanding of Static Code Attributes for Defect Prediction","author":"ozturk","year":"2015","journal-title":"ICSE 2015"},{"journal-title":"How repeated data affects bug prediction performance A case study","year":"0","author":"ozturk","key":"ref25"}],"event":{"name":"2016 Fifth International Conference on Future Generation Communication Technologies (FGCT)","start":{"date-parts":[[2016,8,17]]},"location":"London, UK","end":{"date-parts":[[2016,8,19]]}},"container-title":["2016 Fifth International Conference on Future Generation Communication Technologies (FGCT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7602797\/7605061\/07605093.pdf?arnumber=7605093","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,8]],"date-time":"2024-03-08T13:46:09Z","timestamp":1709905569000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/7605093\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/fgct.2016.7605093","relation":{},"subject":[],"published":{"date-parts":[[2016,8]]}}}