{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,11]],"date-time":"2025-07-11T18:10:01Z","timestamp":1752257401588,"version":"3.41.2"},"reference-count":68,"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"}],"funder":[{"name":"Faculty of Applied Informatics, Tomas Bata University, Zl\u00edn,","award":["RO30246061025\/2102"],"award-info":[{"award-number":["RO30246061025\/2102"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3586081","type":"journal-article","created":{"date-parts":[[2025,7,4]],"date-time":"2025-07-04T13:51:59Z","timestamp":1751637119000},"page":"116304-116323","source":"Crossref","is-referenced-by-count":0,"title":["Efficient Software Development Effort Estimation Approaches for Improving Scalability in the Training Phase"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3270-9343","authenticated-orcid":false,"given":"Ho","family":"Le Thi Kim Nhung","sequence":"first","affiliation":[{"name":"Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3724-7854","authenticated-orcid":false,"given":"Petr","family":"Silhavy","sequence":"additional","affiliation":[{"name":"Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5637-8796","authenticated-orcid":false,"given":"Radek","family":"Silhavy","sequence":"additional","affiliation":[{"name":"Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018991717352"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0141887"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/smr.2611"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3139183"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3185089.3185140"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1002\/spe.3009"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-024-04876-8"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13234843"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3597503.3623349"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2024.09.314"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2021.09.014"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-29659-3_2"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2017.12.009"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.scico.2021.102744"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-57141-6_51"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-21967-2_21"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3185393"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2011.07.011"},{"key":"ref19","first-page":"43","article-title":"Empirical analysis of predictive algorithms for collaborative filtering","volume-title":"Proc. 14th Conf. Uncertainty Artif. Intell.","author":"Breese"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICISC.2017.8068603"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICISE60366.2023.00079"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2365324.2365333"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/SKIMA.2017.8294126"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-021-06564-w"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312682"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1559845.1559923"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.10.112"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2022.103540"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1504\/IJBDI.2020.106178"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.09.058"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2891878"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/sym13112119"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2014.02.008"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1049\/iet-sen.2011.0210"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/smr.2324"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2014.07.013"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-015-2127-1"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2016.05.008"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ITI.2005.1491119"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-022-02379-w"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/IWESEP.2014.10"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3329369"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-019-09686-w"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/math8112002"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2011.06.023"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-017-0992-2"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/3477.764879"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-8655(99)00133-6"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.07.021"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2004.04.007"},{"key":"ref51","first-page":"1027","article-title":"K-means++: The advantages of careful seeding","volume-title":"Proc. 18th Annu. ACM-SIAM Symp. Discrete Algorithms","author":"Arthur"},{"issue":"1","key":"ref52","first-page":"25","article-title":"Hierarchical K-means: An algorithm for centroids initialization for K-means","volume-title":"Rep. Fac. Sci. Eng., Saga Univ.","volume":"36","author":"Arai","year":"2007"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2009.04.017"},{"issue":"2","key":"ref54","first-page":"121","article-title":"Enhancing K-means clustering algorithm with improved initial center","volume":"1","author":"Yedla","year":"2010","journal-title":"Int. J. Comput. Sci. Inf. Technol."},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.14257\/ijast.2014.62.04"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01014"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2014.01.015"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2011.11.2650"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/HPCC\/SmartCity\/DSS.2018.00039"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2017.11.066"},{"volume-title":"ISBSG Development & Enhancement Repository Release 13","year":"2015","key":"ref61"},{"volume-title":"The promise repository of software engineering databases","year":"2005","author":"Shirabad","key":"ref62"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/RCIS.2008.4632095"},{"key":"ref64","article-title":"Quantitative evaluation of performance and validity indices for clustering the web navigational sessions","author":"Ansari","year":"2015","journal-title":"arXiv:1507.03340"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1002\/smr.1925"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/METRIC.2002.1011320"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1159\/000363735"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-0751-9_32"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11071673.pdf?arnumber=11071673","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,11]],"date-time":"2025-07-11T17:45:51Z","timestamp":1752255951000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11071673\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":68,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3586081","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2025]]}}}