{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T02:56:28Z","timestamp":1778900188944,"version":"3.51.4"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61602534"],"award-info":[{"award-number":["61602534"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["17lgpy122"],"award-info":[{"award-number":["17lgpy122"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Rel."],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/tr.2018.2847353","type":"journal-article","created":{"date-parts":[[2018,6,29]],"date-time":"2018-06-29T18:40:02Z","timestamp":1530297602000},"page":"885-896","source":"Crossref","is-referenced-by-count":124,"title":["Ridge and Lasso Regression Models for Cross-Version Defect Prediction"],"prefix":"10.1109","volume":"67","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8569-2832","authenticated-orcid":false,"given":"Xiaoxing","family":"Yang","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4819-4679","authenticated-orcid":false,"given":"Wushao","family":"Wen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1214\/09-SS051"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1021\/ie990110i"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1214\/07-AOAS147","article-title":"Coordinate descent algorithms for lasso penalized regression","volume":"2","author":"wu","year":"2008","journal-title":"Ann Appl Statist"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1214\/009053604000000067"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.2307\/1390712"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/03610927608827353"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-008-9079-3"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICST.2013.38"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/1868328.1868342"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/32.295895"},{"key":"ref10","first-page":"452","article-title":"Clami: Defect prediction on unlabeled datasets","author":"nam","year":"0","journal-title":"Proc 30th IEEE\/ACM Int Conf Automated Softw Eng"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.2307\/3001968"},{"key":"ref11","author":"freund","year":"2012","journal-title":"Regression Analysis Statistical Modeling of a Response Variable"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2307\/1267351"},{"key":"ref13","author":"he","year":"2008","journal-title":"Practical Regression Analysis"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"1959","DOI":"10.1007\/s00500-016-2456-8","article-title":"Multi-objective cross-version defect prediction","volume":"22","author":"shukla","year":"2016","journal-title":"Soft Computing"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/PROMISE.2007.10"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/32.553637"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1159733.1159739"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2016.2584050"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1979.10489751"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.21236\/ADA236140"},{"key":"ref27","first-page":"585","article-title":"Solving multicollinearity problem using ridge regression models","volume":"6","author":"el-dereny","year":"2011","journal-title":"Int J Contemp Math Sci"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2014.2370891"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-009-9111-2"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1080\/03610927508827232"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2007.896761"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2016.144"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009876418873"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-011-9173-9"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2013.2259203"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2005.49"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1595696.1595713"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/32.859533"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/QRS.2016.33"},{"key":"ref42","article-title":"Random forests, for model (and predictor) selection","author":"shih","year":"2013","journal-title":"UCLA Ling 251 Variation in Phonology"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1142\/S0218194012400013"},{"key":"ref41","article-title":"A tutorial on principal components analysis","author":"smith","year":"2002"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2007.256941"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/SNPD.2008.133"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2017.65"}],"container-title":["IEEE Transactions on Reliability"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/24\/8452065\/08400494.pdf?arnumber=8400494","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T16:48:50Z","timestamp":1643215730000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8400494\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":42,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tr.2018.2847353","relation":{},"ISSN":["0018-9529","1558-1721"],"issn-type":[{"value":"0018-9529","type":"print"},{"value":"1558-1721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9]]}}}