{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T22:42:25Z","timestamp":1758148945838,"version":"3.44.0"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3603980","type":"journal-article","created":{"date-parts":[[2025,8,29]],"date-time":"2025-08-29T17:43:14Z","timestamp":1756489394000},"page":"158194-158209","source":"Crossref","is-referenced-by-count":0,"title":["Improving Software Fault Prediction With a Hybrid DE-WOA Optimizer and ANFIS-Enhanced Ensemble Learning"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8004-9933","authenticated-orcid":false,"given":"P. Jhansi","family":"Lakshmi","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Vignan&#x2019;s Foundation for Science, Technology and Research, Guntur, Andhra Pradesh, India"}]},{"given":"T. V. Sai","family":"Krishna","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, ACE Engineering College, Ankushapur, Telangana, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9426-9013","authenticated-orcid":false,"given":"N. Bharath","family":"Kumar","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronics Engineering, Vignan&#x2019;s Foundation for Science, Technology and Research, Guntur, Andhra Pradesh, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2837-7761","authenticated-orcid":false,"given":"D. S. Naga Malleswara","family":"Rao","sequence":"additional","affiliation":[{"name":"Department of Electrical and Electronics Engineering, Gokaraju Rangaraju Institute of Engineering and Technology, Hyderabad, Telangana, India"}]},{"given":"Alireza","family":"Hosseinpour","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, University of Zabol, Zabol, Iran"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8732-0386","authenticated-orcid":false,"given":"Natesan Chokkalingam","family":"Lenin","sequence":"additional","affiliation":[{"name":"Electric Vehicles: Incubation, Testing and Research Centre, Vellore Institute of Technology, Chennai, India"}]}],"member":"263","reference":[{"volume-title":"The economic impacts of inadequate infrastructure for software testing","year":"2002","author":"Tassey","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/tse.2008.35"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2013.02.009"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/icmla.2009.18"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/581339.581406"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/icse.2015.139"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/tse.2012.70"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-011-9173-9"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2009.06.055"},{"key":"ref10","first-page":"1157","article-title":"An introduction to variable and feature selection","volume":"3","author":"Guyon","year":"2003","journal-title":"J. Mach. Learn. Res."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-98074-4"},{"key":"ref13","article-title":"Towards a rigorous science of interpretable machine learning","author":"Doshi-Velez","year":"2017","journal-title":"arXiv:1702.08608"},{"article-title":"A unified approach to interpreting model predictions","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Lundberg","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/icse.2015.91"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/tse.2019.2891758"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.4304\/jsw.9.5.1324-1333"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45014-9_1"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/tse.2007.256941"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5689-3"},{"volume-title":"Correlation-based feature selection for machine learning","year":"1999","author":"Hall","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2011.00771.x"},{"key":"ref23","first-page":"36","volume":"1989","author":"Goldberg","year":"1989","journal-title":"Genetic Algorithms in Search, Optimization, and Machine Learning"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/icnn.1995.488968"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1023\/a:1008202821328"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-29694-9_16"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/tsmcb.2012.2227469"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1023\/a:1010933404324"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/tsmcc.2011.2161285"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/tsmca.2009.2029559"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/s0893-6080(05)80023-1"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/21.256541"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1002\/smr.70018"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3439961.3439979"},{"key":"ref36","first-page":"37","article-title":"Principal component analysis","volume":"2","author":"Jolliffe","year":"1987","journal-title":"International Encyclopedia of Statistical Science"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/wics.101"},{"volume-title":"The promise repository of software engineering databases","year":"2005","author":"Shirabad","key":"ref38"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2004.s339"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6849-3"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11145066.pdf?arnumber=11145066","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T17:35:56Z","timestamp":1758044156000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11145066\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3603980","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2025]]}}}