{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,19]],"date-time":"2026-03-19T02:53:37Z","timestamp":1773888817118,"version":"3.50.1"},"reference-count":105,"publisher":"Informa UK Limited","issue":"5","funder":[{"name":"CONACyT","award":["391898"],"award-info":[{"award-number":["391898"]}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of Experimental & Theoretical Artificial Intelligence"],"published-print":{"date-parts":[[2022,9,3]]},"DOI":"10.1080\/0952813x.2021.1925972","type":"journal-article","created":{"date-parts":[[2021,6,18]],"date-time":"2021-06-18T09:35:52Z","timestamp":1624008952000},"page":"815-844","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":3,"title":["A classification-based fuzzy-rules proxy model to assist in the full model selection problem in high volume datasets"],"prefix":"10.1080","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5978-0377","authenticated-orcid":false,"given":"Angel","family":"D\u00edaz-Pacheco","sequence":"first","affiliation":[{"name":"Computer Science Department, Instituto Nacional de Astrof\u00edsica, \u00d3ptica Y Electr\u00f3nica (INAOE), Puebla, Mexico"}]},{"given":"Carlos Alberto","family":"Reyes-Garcia","sequence":"additional","affiliation":[{"name":"Computer Science Department, Instituto Nacional de Astrof\u00edsica, \u00d3ptica Y Electr\u00f3nica (INAOE), Puebla, Mexico"}]}],"member":"301","published-online":{"date-parts":[[2021,6,18]]},"reference":[{"key":"cit0001","doi-asserted-by":"publisher","DOI":"10.1109\/91.366565"},{"key":"cit0002","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2010.10.001"},{"key":"cit0003","doi-asserted-by":"publisher","DOI":"10.1109\/KACSTIT.2016.7756063"},{"key":"cit0004","doi-asserted-by":"publisher","DOI":"10.1109\/IranianCIS.2014.6802562"},{"key":"cit0005","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.11.003"},{"key":"cit0006","doi-asserted-by":"publisher","DOI":"10.1109\/CCIP.2015.7100693"},{"key":"cit0007","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015187"},{"key":"cit0008","first-page":"281","volume":"13","author":"Bergstra J.","year":"2012","journal-title":"Journal of Machine Learning Research"},{"key":"cit0009","doi-asserted-by":"publisher","DOI":"10.25080\/Majora-8b375195-003"},{"key":"cit0010","doi-asserted-by":"publisher","DOI":"10.1016\/0098-3004(84)90020-7"},{"key":"cit0011","volume-title":"International series in quantitative marketing","author":"Blattberg R. C.","year":"2008"},{"key":"cit0012","volume-title":"Towards advanced data analysis by combining soft computing and statistics. studies in fuzziness and soft computing","author":"Borgelt C.","year":"2012"},{"key":"cit0013","first-page":"2079","volume":"11","author":"Cawley G. C.","year":"2010","journal-title":"Journal of Machine Learning Research"},{"key":"cit0014","first-page":"3881","volume":"1206","author":"Ceruti C.","year":"2012","journal-title":"arXiv Preprint arXiv"},{"key":"cit0015","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2013.6691595"},{"key":"cit0016","first-page":"13371","volume":"1909","author":"Chandra K.","year":"2019","journal-title":"arXiv Preprint arXiv"},{"key":"cit0017","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012450327387"},{"key":"cit0018","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.07.006"},{"key":"cit0019","author":"Chen G.","year":"2019","journal-title":"SPE Journal, 25(1), 105-118"},{"key":"cit0020","first-page":"127","volume":"2009","author":"Choi J.-N.","year":"2009","journal-title":"Advances in Neural Networks\u2013ISNN"},{"key":"cit0021","doi-asserted-by":"publisher","DOI":"10.3390\/su11246889"},{"key":"cit0022","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"cit0023","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2011.6148114"},{"key":"cit0024","doi-asserted-by":"publisher","DOI":"10.1109\/WSC.2009.5429687"},{"key":"cit0025","doi-asserted-by":"publisher","DOI":"10.1145\/2576768.2598376"},{"key":"cit0026","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2016.7744050"},{"key":"cit0027","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-2614-8"},{"key":"cit0028","doi-asserted-by":"publisher","DOI":"10.1108\/LR-06-2015-0061"},{"key":"cit0029","author":"Dehaghani A.","year":"2016","journal-title":"Petroleum, 3(4), 447-453. \u2013"},{"key":"cit0030","volume-title":"Classification in bioapps: Automation of decision making","volume":"26","author":"Dey N.","year":"2017"},{"key":"cit0031","doi-asserted-by":"publisher","DOI":"10.33965\/ijcsis_2018130101"},{"key":"cit0032","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(96)00066-8"},{"key":"cit0033","first-page":"405","volume":"10","author":"Escalante H. J.","year":"2009","journal-title":"Journal of Machine Learning Research"},{"key":"cit0034","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2012.03.005"},{"key":"cit0035","unstructured":"Fan, R. (2018). \u201cLIBSVM Data: Classification, Regression, and Multi-Label.\u201d . National Taiwan University. https:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvmtools\/datasets\/.2018"},{"key":"cit0036","doi-asserted-by":"publisher","DOI":"10.1111\/j.1747-6593.2012.00344.x"},{"key":"cit0037","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2015.07.012"},{"key":"cit0038","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25591-5_39"},{"key":"cit0039","first-page":"2039","volume":"10","author":"Gorissen D.","year":"2009","journal-title":"Journal of Machine Learning Research"},{"key":"cit0040","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-0964-6"},{"key":"cit0041","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2008.04.027"},{"key":"cit0042","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2834356"},{"key":"cit0043","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2007.02.013"},{"key":"cit0044","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25566-3_40"},{"key":"cit0045","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(92)90032-Y"},{"key":"cit0046","doi-asserted-by":"publisher","DOI":"10.1002\/ecjc.4430770210"},{"key":"cit0047","doi-asserted-by":"publisher","DOI":"10.1109\/91.413232"},{"key":"cit0048","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-16711-0_1"},{"key":"cit0049","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330648"},{"key":"cit0050","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48219-9_22"},{"key":"cit0051","doi-asserted-by":"publisher","DOI":"10.1016\/j.compfluid.2006.04.001"},{"key":"cit0052","doi-asserted-by":"publisher","DOI":"10.1109\/NAFIPS.2005.1548642"},{"key":"cit0053","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2015.01.001"},{"key":"cit0054","doi-asserted-by":"publisher","DOI":"10.1201\/9781439808085"},{"key":"cit0055","doi-asserted-by":"publisher","DOI":"10.1109\/ASEEZone1.2014.6820689"},{"key":"cit0056","first-page":"1137","volume-title":"Ijcai","volume":"14","author":"Kohavi R.","year":"1995"},{"key":"cit0057","doi-asserted-by":"crossref","first-page":"2019","DOI":"10.1155\/2019\/2859429","volume":"2019","author":"Kopsiaftis G.","year":"2019","journal-title":"Computational Intelligence and Neuroscience"},{"issue":"1","key":"cit0058","first-page":"826","volume":"18","author":"Kotthoff L.","year":"2017","journal-title":"The Journal of Machine Learning Research"},{"key":"cit0059","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2696365"},{"key":"cit0060","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-49430-8_6"},{"key":"cit0061","first-page":"3063","volume-title":"Neural Networks, 2006. IJCNN\u201906. International Joint Conference on","author":"Lessmann S.","year":"2006"},{"key":"cit0062","volume-title":"\u201cUCI machine learning repository","author":"Lichman M.","year":"2013"},{"key":"cit0063","doi-asserted-by":"publisher","DOI":"10.1109\/12.106218"},{"key":"cit0064","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2248012"},{"key":"cit0065","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-79361-0"},{"key":"cit0066","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23783-6_24"},{"issue":"3","key":"cit0067","first-page":"7","volume":"7","author":"Mahmud S.","year":"2019","journal-title":"Research & Reviews: Journal of Agricultural Science and Technology"},{"key":"cit0068","doi-asserted-by":"crossref","unstructured":"Maron, O. & Moore, A. W. (1997). \u201cThe racing algorithm: Model selection for lazy learners.\u201d. Artificial Intelligence Review,\u00a011(Feb), (pp. 193\u2013225). https:\/\/doi.org\/10.1023\/A:1006556606079","DOI":"10.1007\/978-94-017-2053-3_8"},{"key":"cit0069","doi-asserted-by":"publisher","DOI":"10.1002\/9781118886540"},{"key":"cit0070","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-017-3427-z"},{"key":"cit0071","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.01.095"},{"key":"cit0072","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfranklin.2019.05.006"},{"key":"cit0073","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2012.08.022"},{"key":"cit0074","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2015.06.011"},{"key":"cit0075","volume-title":"Scala for machine learning","author":"Nicolas P. R.","year":"2015"},{"key":"cit0076","unstructured":"Osorio, C. & Bierlaire, M. (2009). \u201cA Surrogate Model for Traffic Optimization of Congested Networks: An Analytic Queueing Network Approach.\u201d, Ecole Polytechnique F \u0301ed \u0301erale de Lausanne, http:\/\/infoscience.epfl.ch\/record\/152480."},{"key":"cit0077","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2017.7969368"},{"key":"cit0078","doi-asserted-by":"publisher","DOI":"10.1109\/INDIANCC.2017.7846485"},{"key":"cit0079","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.09.111"},{"key":"cit0080","doi-asserted-by":"publisher","DOI":"10.1080\/14786440109462720"},{"key":"cit0081","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.159"},{"key":"cit0082","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2012.78"},{"key":"cit0083","doi-asserted-by":"publisher","DOI":"10.1109\/CSCWD.2017.8066749"},{"key":"cit0084","doi-asserted-by":"crossref","first-page":"112","DOI":"10.1016\/j.ins.2014.03.043","volume":"285","author":"R\u0131\u0301o S. D.","year":"2014","journal-title":"Information Sciences"},{"key":"cit0085","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.05.077"},{"key":"cit0086","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.08.075"},{"key":"cit0087","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38679-4_62"},{"key":"cit0088","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-69019-1"},{"key":"cit0089","doi-asserted-by":"publisher","DOI":"10.1145\/2806777.2806945"},{"key":"cit0090","doi-asserted-by":"publisher","DOI":"10.1145\/1569901.1570025"},{"key":"cit0091","doi-asserted-by":"publisher","DOI":"10.1016\/j.strusafe.2016.05.001"},{"key":"cit0092","doi-asserted-by":"publisher","DOI":"10.1016\/j.cma.2018.10.025"},{"key":"cit0093","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487629"},{"key":"cit0094","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-7-91"},{"key":"cit0095","doi-asserted-by":"publisher","DOI":"10.1016\/j.compstruc.2016.10.004"},{"key":"cit0096","doi-asserted-by":"publisher","DOI":"10.1109\/21.199466"},{"key":"cit0097","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2017.8280844"},{"key":"cit0098","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683823"},{"key":"cit0099","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2019.01.127"},{"key":"cit0100","doi-asserted-by":"publisher","DOI":"10.1023\/A:1015244902967"},{"key":"cit0101","first-page":"15","volume-title":"Presented as Part of the 9th {Usenix} Symposium on Networked Systems Design and Implementation (12)","author":"Zaharia M.","year":"2012"},{"key":"cit0102","doi-asserted-by":"publisher","DOI":"10.1145\/2934664"},{"key":"cit0103","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2916894"},{"key":"cit0104","doi-asserted-by":"publisher","DOI":"10.1080\/13658816.2018.1530355"},{"key":"cit0105","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"}],"container-title":["Journal of Experimental & Theoretical Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/0952813X.2021.1925972","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,21]],"date-time":"2022-09-21T10:51:58Z","timestamp":1663757518000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/0952813X.2021.1925972"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,18]]},"references-count":105,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2022,9,3]]}},"alternative-id":["10.1080\/0952813X.2021.1925972"],"URL":"https:\/\/doi.org\/10.1080\/0952813x.2021.1925972","relation":{},"ISSN":["0952-813X","1362-3079"],"issn-type":[{"value":"0952-813X","type":"print"},{"value":"1362-3079","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,6,18]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=teta20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=teta20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2019-10-11","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-02-13","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-06-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}