{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T13:48:57Z","timestamp":1772891337020,"version":"3.50.1"},"reference-count":98,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia","award":["PNURSP2024R432"],"award-info":[{"award-number":["PNURSP2024R432"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3435333","type":"journal-article","created":{"date-parts":[[2024,7,29]],"date-time":"2024-07-29T19:43:21Z","timestamp":1722282201000},"page":"105309-105325","source":"Crossref","is-referenced-by-count":12,"title":["Enhancing Software Fault Prediction Through Feature Selection With Spider Wasp Optimization Algorithm"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3995-2768","authenticated-orcid":false,"given":"Himansu","family":"Das","sequence":"first","affiliation":[{"name":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India"}]},{"given":"Swarnava","family":"Das","sequence":"additional","affiliation":[{"name":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1785-8586","authenticated-orcid":false,"given":"Mahendra","family":"Kumar Gourisaria","sequence":"additional","affiliation":[{"name":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, Odisha, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3097-6568","authenticated-orcid":false,"given":"Surbhi","family":"Bhatia Khan","sequence":"additional","affiliation":[{"name":"Department of Data Science, School of Science, Engineering and Environment, University of Salford, Manchester, U.K."}]},{"given":"Ahlam","family":"Almusharraf","sequence":"additional","affiliation":[{"name":"Department of Management, College of Business Administration, Princess Nourah Bint Abdulrahman University, P. O. Box 84428, Riyadh, Saudi Arabia"}]},{"given":"Abdullah I.","family":"Alharbi","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia"}]},{"given":"T. R.","family":"Mahesh","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Faculty of Engineering and Technology, JAIN (Deemed-to-be University), Bengaluru, India"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.10.024"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/tcss.2022.3216802"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.10.003"},{"issue":"5","key":"ref4","doi-asserted-by":"crossref","first-page":"3318","DOI":"10.1002\/asjc.2983","article-title":"Two-phase classification: ANN and A-SVM classifiers on motor imagery BCI","volume":"25","author":"Judith","year":"2023","journal-title":"Asian J. Control"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.vehcom.2022.100551"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.10.027"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13071230"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3260977"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2021.102238"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/tcsii.2023.3234609"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.11.077"},{"issue":"11","key":"ref12","first-page":"1639","article-title":"Review on feature selection techniques and its impact for effective data classification using UCI machine learning repository dataset","volume":"11","author":"Amarnath","year":"2016","journal-title":"J. Eng. Sci. Technol."},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3233\/jifs-17749"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11265-024-01918-7"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.02.051"},{"key":"ref16","article-title":"Feature selection and classification methods for decision making: A comparative analysis","author":"Villacampa","year":"2015"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/tmc.2017.2702613"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2019.2937110"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1002\/cplx.6130010108"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/springerreference_178734"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-6889-7"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1147\/rd.314.0464"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2307\/2411559"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10446-y"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638263"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2014.11.023"},{"issue":"1","key":"ref27","first-page":"1","article-title":"A systematic literature review of software defect prediction","volume":"1","author":"Wahono","year":"2015","journal-title":"J. Software Engineering"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1142\/S0218213008003947"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT49239.2020.9225352"},{"key":"ref30","first-page":"377","article-title":"Defect prediction over software life cycle in automotive domain state of the art and road map for future","volume-title":"Proc. 9th Int. Conf. Softw. Eng. Appl.","author":"Rana"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-5547-8_56"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2014.07.005"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2017.02.003"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2014.32"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2010.27"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.114595"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-021-10676-7"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/OCIT56763.2022.00041"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3223576"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-021-05486-x"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2020.05.002"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1201\/9781003049548-11"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/s22239321"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-3089-8_47"},{"issue":"Mar","key":"ref45","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":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.csbj.2014.11.005"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3136625"},{"key":"ref48","first-page":"856","article-title":"Feature selection for high-dimensional data: A fast correlation-based filter solution","volume-title":"Proc. 20th Int. Conf. Mach. Learn.","author":"Yu"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v036.i11"},{"issue":"1","key":"ref50","first-page":"1","article-title":"Combining multiple representations for pen-based handwritten digit recognition","volume":"9","author":"Alimoglu","year":"2001","journal-title":"Turkish J. Elect. Eng. Comput. Sci."},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.66"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390261"},{"key":"ref53","first-page":"1","article-title":"Advancing feature selection research","volume":"1","author":"Zhao","year":"2010","journal-title":"ASU Feature Selection Repository"},{"key":"ref54","first-page":"131","article-title":"Feature selection for classification. Intelligent data analysis","author":"Dash"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6333"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2005.09.024"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2010.2041784"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/4152049"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2020.01.007"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-2414-1_5"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2019.100288"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-0829-5_51"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-7871-2_52"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-6684-4969-1.ch011"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/2594473.2594475"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/S1532-0464(03)00034-0"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-007-9052-3"},{"issue":"1","key":"ref68","first-page":"1","article-title":"Imbalanced classification with Python: Better metrics, balance skewed classes, cost-sensitive learning","volume":"1","author":"Brownlee","year":"2020","journal-title":"Mach. Learn. Mastery"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2017.07.002"},{"issue":"1","key":"ref70","first-page":"39","article-title":"Evaluation of classification models in machine learning","volume":"7","author":"Novakovic","year":"2017","journal-title":"Theory Appl. Math. Comput. Sci."},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/BF01868317"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2021.0120670"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.aca.2012.11.007"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1145\/3334480.3382839"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2022.112036"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/6283900"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2023.05.012"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/taffc.2023.3285997"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-023-09901-4"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/s11045-023-00870-2"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109323"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.09.032"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.104977"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2020.2979150"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04225-7"},{"key":"ref86","volume-title":"The PROMISE Repository of Empirical Software Engineering Data","author":"Boetticher","year":"2007"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/ojcsys.2023.3345090"},{"key":"ref88","volume-title":"Statistical Analysis: Microsoft Excel","author":"Carlberg","year":"2014"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2024.05.006"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1145\/3579847"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/tcyb.2024.3404010"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1002\/pri.66"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1016\/j.spl.2008.01.055"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.2105\/AJPH.86.5.726"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.4135\/9781412961288.n178"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2019.8769039"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/4135465"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.4186\/ej.2020.24.5.161"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10614173.pdf?arnumber=10614173","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,12]],"date-time":"2024-09-12T17:59:03Z","timestamp":1726163943000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10614173\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":98,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3435333","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}