{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,22]],"date-time":"2026-09-22T17:26:17Z","timestamp":1790097977825,"version":"4.0.1"},"reference-count":82,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100007446","name":"Deanship of Scientific Research (DSR), King Khalid University, Abha, Saudi Arabia","doi-asserted-by":"publisher","award":["RGP.1\/380\/43"],"award-info":[{"award-number":["RGP.1\/380\/43"]}],"id":[{"id":"10.13039\/501100007446","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3343249","type":"journal-article","created":{"date-parts":[[2023,12,14]],"date-time":"2023-12-14T19:46:43Z","timestamp":1702583203000},"page":"145954-145974","source":"Crossref","is-referenced-by-count":34,"title":["Analysis of Feature Selection Methods in Software Defect Prediction Models"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-0152-150X","authenticated-orcid":false,"given":"Misbah","family":"Ali","sequence":"first","affiliation":[{"name":"Department of Computer Science, Virtual University of Pakistan, Lahore, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tehseen","family":"Mazhar","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Virtual University of Pakistan, Lahore, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5718-5585","authenticated-orcid":false,"given":"Tariq","family":"Shahzad","sequence":"additional","affiliation":[{"name":"Department of Computer Sciences, COMSATS University Islamabad, Sahiwal Campus, Sahiwal, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7121-495X","authenticated-orcid":false,"given":"Yazeed Yasin","family":"Ghadi","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Software Engineering, Al Ain University, Abu Dhabi, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0886-9061","authenticated-orcid":false,"given":"Syed Muhammad","family":"Mohsin","sequence":"additional","affiliation":[{"name":"Department of Computer Science, COMSATS University Islamabad, Islamabad, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8863-2568","authenticated-orcid":false,"given":"Syed Muhammad Abrar","family":"Akber","sequence":"additional","affiliation":[{"name":"Department of Computer Graphics, Vision and Digital Systems, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Gliwice, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5908-4013","authenticated-orcid":false,"given":"Mohammed","family":"Ali","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Applied College, King Khalid University, Abha, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIEV.2014.6850791"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2014.66"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICITCS.2015.7292921"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/WIECON-ECE.2015.7444011"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-47426-3_61"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/BigMM.2016.36"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2723742.2723754"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23036-8_31"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2896387.2900324"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2478\/cait-2019-0001"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/imanum\/drab031"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.43.8.749"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-017-1785-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2785445"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-022-04427-x"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-022-03953-y"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-10542-5_4"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.119806"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-9090-8_27"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-08409-z"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.01.064"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3053759"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102656"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2018.10.004"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-51965-0_43"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.38094\/jastt1224"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2017915260"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2019.06.012"},{"key":"ref29","first-page":"1","volume-title":"Feature Selection for Data and Pattern Recognition: An Introduction","author":"Sta{\\AA}czyk","year":"2015"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3231456"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICOASE.2019.8723832"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-05811-3"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/QRS.2019.00014"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.23919\/JSEE.2021.000032"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/math11112524"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICOEI48184.2020.9142909"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.11.067"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-0892-6"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1631\/FITEE.1601322"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2017.65"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICECTA48151.2019.8959566"},{"key":"ref42","article-title":"Guidelines for performing systematic literature reviews in software engineering","author":"Keele","year":"2007"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2008.09.009"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3095559"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2019.07.039"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.17705\/1CAIS.03743"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2008.12.005"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/SANER.2016.34"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CITSM.2017.8089264"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2017.127"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICTCS.2017.39"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/KSE.2019.8919292"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-018-1696-z"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3239576.3239607"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.12.033"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2014.07.005"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2019.03.012"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2895614"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-1235-3"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/5069016"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/icst47872.2019.9166448"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/DSA51864.2020.00025"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CONFLUENCE.2016.7508200"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICCES48766.2020.9137899"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-04960-1"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/PIC.2014.6972372"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/Confluence51648.2021.9377116"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-06158-5"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/s10515-021-00289-8"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-3325-4_28"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2021.111026"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-33-6835-4_25"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-3329-3_52"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.23919\/EECSI56542.2022.9946611"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-022-00676-y"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2017.04.016"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1002\/spe.2784"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1155\/2023\/6221388"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.3233\/KES-190421"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-016-2284-x"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-017-9563-5"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.04.014"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10359521.pdf?arnumber=10359521","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T20:34:33Z","timestamp":1705091673000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10359521\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":82,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3343249","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}