{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T10:11:38Z","timestamp":1766052698305,"version":"3.48.0"},"reference-count":76,"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.2025.3640855","type":"journal-article","created":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:40:02Z","timestamp":1764960002000},"page":"207448-207463","source":"Crossref","is-referenced-by-count":0,"title":["Swarm Intelligence for Predicting Software Development Effort"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9889-3924","authenticated-orcid":false,"given":"Yenny","family":"Villuendas-Rey","sequence":"first","affiliation":[{"name":"Centro de Innovaci&#x00F3;n y Desarrollo Tecnol&#x00F3;gico en C&#x00F3;mputo, Instituto Polit&#x00E9;cnico Nacional, Mexico City, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6172-9899","authenticated-orcid":false,"given":"Cuauht\u00e9moc","family":"L\u00f3pez-Mart\u00edn","sequence":"additional","affiliation":[{"name":"Department of Information Systems, Universidad de Guadalajara, Guadalajara, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8017-6986","authenticated-orcid":false,"given":"Jos\u00e9","family":"Luis Vel\u00e1zquez-Rodr\u00edguez","sequence":"additional","affiliation":[{"name":"Centro de Investigaci&#x00F3;n en Computaci&#x00F3;n, Instituto Polit&#x00E9;cnico Nacional, Mexico City, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6250-4728","authenticated-orcid":false,"given":"Cornelio","family":"Y\u00e1\u00f1ez-M\u00e1rquez","sequence":"additional","affiliation":[{"name":"Centro de Investigaci&#x00F3;n en Computaci&#x00F3;n, Instituto Polit&#x00E9;cnico Nacional, Mexico City, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"volume-title":"Guide To the Software Engineering Body of Knowledge","year":"2024","author":"Washizaki","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/smr.1983"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2007.256943"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/smr.2756"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2011.09.002"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2016.05.016"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/smr.2211"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1049\/iet-sen.2018.5334"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/spe.3009"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2022.111542"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13234843"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.48084\/etasr.8890"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-022-00230-4"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-022-00225-1"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11334-025-00599-0"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-024-04858-w"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1049\/ip-sen:20030559"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-12-810446-0.15001-7"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622021500176"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/math9070781"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3176370"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2023.130051"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.22247\/ijcna\/2022\/217703"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2015.11.040"},{"volume-title":"Guidelines for Use of the ISBSG Data Release 2018","year":"2018","key":"ref25"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2011.12.008"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-11565-2"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2017.01.006"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1080\/03772063.2022.2027282"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2005.12.020"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2017.07.009"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.6358"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2022.107088"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-010-0525-9"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s11334-020-00377-0"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-6684-2408-7.ch014"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3072380"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/S0950-5849(00)00114-2"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-011-9187-3"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s41870-019-00339-1"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3233\/IDT-200103"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.30595\/juita.v9i2.10511"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2988867"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/app12031081"},{"issue":"3","key":"ref45","first-page":"85","article-title":"An effective precision enhancement approach to estimate software development cost: Nature inspired way","volume":"9","author":"Wadhwa","year":"2017","journal-title":"J. Telecommun."},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CSIEC.2016.7482119"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ICET54505.2021.9689832"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.23919\/IConAC.2018.8749003"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3390\/math8101819"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1515\/jisys-2016-0294"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1142\/S1469026820500054"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-1388-0"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2007.07.002"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1089\/omi.2020.0024"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1002\/jmor.1051500106"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-82311-z"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-97467-5"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1177\/0958305X231204605"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-025-07784-9"},{"volume-title":"Neural Networks: A Comprehensive Foundation","year":"1994","author":"Haykin","key":"ref60"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015565"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2004.12.008"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/MHS.1995.494215"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3142859"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/1540438.1540444"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.4324\/9780203884713.ch25"},{"volume-title":"Measuring the Software Process: A Practical Guide to Functional Measurements","year":"1996","author":"Garmus","key":"ref68"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-0742-4"},{"volume-title":"A Discipline of Software Engineering","year":"2014","author":"Humphrey","key":"ref70"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1049\/iet-sen.2018.5143"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.jestch.2020.11.006"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.03.022"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2009.2"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS56967.2023.10142534"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1145\/3639478.3643069"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11278687.pdf?arnumber=11278687","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T10:07:44Z","timestamp":1766052464000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11278687\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":76,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3640855","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2025]]}}}