{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T23:10:01Z","timestamp":1780441801221,"version":"3.54.1"},"reference-count":68,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":[[2020]]},"DOI":"10.1109\/access.2020.2980581","type":"journal-article","created":{"date-parts":[[2020,3,13]],"date-time":"2020-03-13T20:12:45Z","timestamp":1584130365000},"page":"52370-52384","source":"Crossref","is-referenced-by-count":44,"title":["An Explainable Artificial Intelligence Model for Clustering Numerical Databases"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6910-5922","authenticated-orcid":false,"given":"Octavio","family":"Loyola-Gonzalez","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4178-1635","authenticated-orcid":false,"given":"Andres Eduardo","family":"Gutierrez-Rodriguez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4511-2252","authenticated-orcid":false,"given":"Miguel Angel","family":"Medina-Perez","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Raul","family":"Monroy","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7973-9075","authenticated-orcid":false,"given":"Jose Francisco","family":"Martinez-Trinidad","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9982-7758","authenticated-orcid":false,"given":"Jesus Ariel","family":"Carrasco-Ochoa","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3154-177X","authenticated-orcid":false,"given":"Milton","family":"Garcia-Borroto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2949286"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2886549"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.11"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2890088"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2927345"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07443-6_23"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/S0308-521X(02)00051-3"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2902217"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0033812"},{"key":"ref34","author":"dua","year":"2019","journal-title":"UCI Machine Learning Repository"},{"key":"ref60","article-title":"Geodesic learning via unsupervised decision forests","author":"madhyastha","year":"2019","journal-title":"arXiv 1907 02844"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1201\/b12986-19"},{"key":"ref63","first-page":"2825","article-title":"Scikit-learn: Machine learning in PyThon","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref28","first-page":"41","article-title":"Conceptual clustering of RNA sequences with codon usage model","volume":"10","author":"baridam","year":"2010","journal-title":"Global J Comput Sci Technol"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref27","first-page":"3","article-title":"Natural induction and conceptual clustering: A review of applications","volume":"1051","author":"michalski","year":"2006","journal-title":"Reports of the machine learning and inference laboratory"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-008-9066-8"},{"key":"ref66","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"dem\u0161ar","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39804-2_21"},{"key":"ref67","first-page":"2677","article-title":"An extension on","volume":"9","author":"garc\u00eda","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/BF01029273"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2921320"},{"key":"ref1","doi-asserted-by":"crossref","DOI":"10.1002\/9781118914564","author":"kuncheva","year":"2014","journal-title":"Combining Pattern Classifiers Methods and Algorithms"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44668-0_15"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2307\/1269576"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.12.025"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-8-S7-S18"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s40745-015-0040-1"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-015-0820-0"},{"key":"ref50","author":"jain","year":"1988","journal-title":"Algorithms for clustering data"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/11691730_9"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2018.8569682"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X94072"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref56","first-page":"55","article-title":"Top-down induction of clustering trees","author":"blockeel","year":"1998","journal-title":"Proc 15th Int Conf Mach Learn"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(89)90046-5"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/BF00114265"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.112"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2002.1047450"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2931035"},{"key":"ref11","first-page":"59","author":"bandyopadhyay","year":"2013","journal-title":"Unsupervised Classification Similarity Measures Classical and Metaheuristic Approaches and Applications"},{"key":"ref40","doi-asserted-by":"crossref","DOI":"10.1142\/9097","author":"rokach","year":"2014","journal-title":"Data Mining with Decision Trees Theory and Applications"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2917630"},{"key":"ref13","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume":"1","author":"macqueen","year":"1967","journal-title":"Proc 5th Berkeley Symp Math Statist Probab"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/79.543975"},{"key":"ref15","first-page":"226","article-title":"A density-based algorithm for discovering clusters in large spatial databases with noise","volume":"96","author":"ester","year":"1996","journal-title":"Proc 1st Intl Conf on Knowledge Discovery and Data Mining (KDD)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/34.566806"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref18","first-page":"58","article-title":"An efficient approach to clustering in large multimedia databases with noise","volume":"98","author":"hinneburg","year":"1998","journal-title":"Proc Int'l Conf Knowledge Discovery and Data Mining"},{"key":"ref19","first-page":"727","article-title":"X-means: Extending k-means with efficient estimation of the number of clusters","author":"pelleg","year":"2000","journal-title":"Proc 17th Int Conf Mach Learn (ICML)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12475"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.011"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-169483"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2018.01.017"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-179033"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-169497"},{"key":"ref49","author":"quinlan","year":"1983","journal-title":"Learning Efficient Classification Procedures and Their Application to Chess and Games"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2924425"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2015.02.019"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3390\/s19020414"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.02.028"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.04.008"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/app9183840"},{"key":"ref41","volume":"1","author":"quinlan","year":"1993","journal-title":"C4 5 Programs for Machine Learning"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2904220"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-33749-0_12"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09035478.pdf?arnumber=9035478","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,28]],"date-time":"2023-09-28T16:48:57Z","timestamp":1695919737000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9035478\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":68,"URL":"https:\/\/doi.org\/10.1109\/access.2020.2980581","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}