{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T08:37:06Z","timestamp":1772008626968,"version":"3.50.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2017,10,1]],"date-time":"2017-10-01T00:00:00Z","timestamp":1506816000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"European funds for regional development","award":["TIN2013-40658-P"],"award-info":[{"award-number":["TIN2013-40658-P"]}]},{"name":"Andalusian Excellence","award":["TIC-5991"],"award-info":[{"award-number":["TIC-5991"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Fuzzy Syst."],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1109\/tfuzz.2016.2594275","type":"journal-article","created":{"date-parts":[[2016,7,27]],"date-time":"2016-07-27T14:48:51Z","timestamp":1469630931000},"page":"1078-1089","source":"Crossref","is-referenced-by-count":70,"title":["Improving Supervised Learning Classification Methods Using Multigranular Linguistic Modeling and Fuzzy Entropy"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2729-6900","authenticated-orcid":false,"given":"Juan Antonio","family":"Morente-Molinera","sequence":"first","affiliation":[]},{"given":"Jozsef","family":"Mezei","sequence":"additional","affiliation":[]},{"given":"Christer","family":"Carlsson","sequence":"additional","affiliation":[]},{"given":"Enrique","family":"Herrera-Viedma","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"ref38","article-title":"UCI machine learning repository","author":"lichman","year":"2013"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/3477.931536"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-03674-8_36"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/01431160600567779"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3800(02)00196-5"},{"key":"ref35","author":"breiman","year":"1984","journal-title":"Classification and Regression Trees"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/72.991427"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2014.11.001"},{"key":"ref40","first-page":"59","article-title":"Knowledge acquisition and explanation for multi-attribute decision making","author":"bohanec","year":"1988","journal-title":"Proc 8th Int Workshop Expert Syst Applicat"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1033-8"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.1201\/b14862","author":"pedrycz","year":"2013","journal-title":"Granular Computing Analysis and Design of Intelligent Systems"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(97)00077-8"},{"key":"ref14","first-page":"114","article-title":"Error-based and entropy-based discretization of continuous features","author":"kohavi","year":"1996","journal-title":"Proc Int'l Conf Knowledge Discovery and Data Mining"},{"key":"ref15","author":"ishibuchi","year":"2006","journal-title":"Classification and Modeling With Linguistic Information Granules Advanced Approaches to Linguistic Data Mining"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2012.2236648"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-010-0671-2"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(92)90032-Y"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(98)00093-1"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(97)00009-2"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2014.12.014"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/91.413232"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2015.04.007"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(00)00118-4"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2007.12.023"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/asi.22983"},{"key":"ref8","first-page":"199?249\/301?357\/43?80","article-title":"The concept of a linguistic variable and its application to approximate reasoning&#x2014;I, II, III","volume":"8 9","author":"zadeh","year":"1975","journal-title":"Inf Sci"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/91.493904"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1147\/rd.33.0210"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/S0019-9958(65)90241-X"},{"key":"ref1","author":"mohri","year":"2012","journal-title":"Foundations of Machine Learning"},{"key":"ref46","year":"2014","journal-title":"R A Language and Environment for Statistical Computing"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/3477.915345"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.07.018"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.2307\/3001968"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2012.04.025"},{"key":"ref47","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":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/91.890332"},{"key":"ref42","first-page":"104","article-title":"Generalized residuals for log-linear models","author":"haberman","year":"1976","journal-title":"Proc 9th Int Biomet Conf"},{"key":"ref24","first-page":"249","article-title":"Supervised machine learning: A review of classification techniques","volume":"31","author":"kotsiantis","year":"2007","journal-title":"Informatica"},{"key":"ref41","first-page":"421","article-title":"Machine learning by function decomposition","author":"zupan","year":"1997","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref23","author":"olson","year":"2008","journal-title":"Advanced Data Mining Techniques"},{"key":"ref44","article-title":"The classification performance of RDA","author":"aeberhard","year":"1992"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010920819831"},{"key":"ref43","article-title":"Methods of combining multiple classifiers based on different representations for pen-based handwritten digit recognition","author":"alimoglu","year":"1996","journal-title":"Proc 5th Turkish Symp Artificial Intell Neural Networks"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(96)00142-2"}],"container-title":["IEEE Transactions on Fuzzy Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/91\/8057897\/07523323.pdf?arnumber=7523323","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:41:19Z","timestamp":1641987679000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7523323\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":48,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tfuzz.2016.2594275","relation":{},"ISSN":["1063-6706","1941-0034"],"issn-type":[{"value":"1063-6706","type":"print"},{"value":"1941-0034","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,10]]}}}