{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T14:08:09Z","timestamp":1760710089958,"version":"3.37.3"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2020,11,1]],"date-time":"2020-11-01T00:00:00Z","timestamp":1604188800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,11,1]],"date-time":"2020-11-01T00:00:00Z","timestamp":1604188800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,11,1]],"date-time":"2020-11-01T00:00:00Z","timestamp":1604188800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100013101","name":"National Research Council","doi-asserted-by":"publisher","award":["158265\/2014-9"],"award-info":[{"award-number":["158265\/2014-9"]}],"id":[{"id":"10.13039\/100013101","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Coordination for higher Education Staff Development"},{"name":"Research Support Foundation of the State of Minas Gerais"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2020,11]]},"DOI":"10.1109\/tnnls.2019.2957730","type":"journal-article","created":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T20:50:37Z","timestamp":1577911837000},"page":"4761-4775","source":"Crossref","is-referenced-by-count":5,"title":["Neural Networks Multiobjective Learning With Spherical Representation of Weights"],"prefix":"10.1109","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8786-4391","authenticated-orcid":false,"given":"Honovan P.","family":"Rocha","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcelo A.","family":"Costa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9007-0920","authenticated-orcid":false,"given":"Antonio P.","family":"Braga","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Evolutionary algorithms for multiobjective optimization: Methods and application","year":"1999","author":"zitzler","key":"ref39"},{"journal-title":"caret Classification and Regression Training R package version 6 047","year":"2012","author":"kuhn","key":"ref38"},{"journal-title":"UCI Machine Learning Repository","year":"2013","author":"lichman","key":"ref33"},{"key":"ref32","first-page":"3133","article-title":"Do we need hundreds of classifiers to solve real world classification problems?","volume":"15","author":"fern\u00e1ndez-delgado","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2000442"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611971484"},{"key":"ref37","first-page":"255","article-title":"KEEL data-mining software tool: Data set repository, integration of algorithms and experimental analysis Framework","volume":"17","author":"alcal\u00e1-fdez","year":"2011","journal-title":"J Multiple-Valued Logic Soft Comput"},{"journal-title":"clusterSim Searching for Optimal Clustering Procedure for a Data Set R Package Version 0 47-1","year":"2017","author":"walesiak","key":"ref36"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012474916001"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2012.04.006"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CLEI.2015.7360024"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2010.06.022"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2307\/3001968"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.colsurfa.2018.01.030"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10973-017-6886-z"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10973-018-7035-z"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2695223"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-169460"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2845857"},{"key":"ref19","first-page":"2973","article-title":"Neural decomposition of time-series data for effective generalization","volume":"29","author":"godfrey","year":"2018","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"article-title":"N-dimensional quasipolar coordinates&#x2014;Theory and application","year":"2014","author":"nguyen","key":"ref28"},{"key":"ref4","first-page":"75","article-title":"Improving neural networks generalization with new constructive and pruning methods","volume":"13","author":"costa","year":"2002","journal-title":"J Intell Fuzzy Syst"},{"journal-title":"A Course in the Geometry of n Dimensions","year":"1961","author":"kendall","key":"ref27"},{"journal-title":"Multiobjective Decision Making Theory and Methodology","year":"1983","author":"chankong","key":"ref3"},{"key":"ref6","first-page":"134","article-title":"For valid generalization the size of the weights is more important than the size of the network","volume":"9","author":"bartlett","year":"1997","journal-title":"Advances in neural information processing systems"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/72.329697"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2006.09.003"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(00)00327-1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0129-0657(01)00070-9"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1109\/TSMCC.2008.919172","article-title":"Pareto-based multiobjective machine learning: An overview and case studies","volume":"38","author":"jin","year":"2008","journal-title":"IEEE Trans Syst Man Cybern C Appl Rev"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2018.02.021"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1007\/BF01071394","article-title":"Cut-off method with space extension in convex programming problems","volume":"13","author":"shor","year":"1977","journal-title":"Cybernetics"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1002\/int.4550080406"},{"journal-title":"Telehealth Center of the Clinical Hospital of the Federal University of Minas Gerais (UFMG)","year":"2019","key":"ref42"},{"key":"ref24","first-page":"131","article-title":"Training multi-layer perceptron with multi-objective optimization and spherical weights representation","author":"rocha","year":"2015","journal-title":"Proc Eur Symp Artif Neural Netw Comput Intell Mach Learn (ESANN)"},{"key":"ref41","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"},{"journal-title":"Sliding Modes and Their Application in Variable Structure Systems","year":"1978","author":"utkin","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v033.i01"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2010.04.005"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/9244673\/08948364.pdf?arnumber=8948364","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,9]],"date-time":"2022-10-09T18:17:15Z","timestamp":1665339435000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8948364\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,11]]},"references-count":42,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2019.2957730","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"type":"print","value":"2162-237X"},{"type":"electronic","value":"2162-2388"}],"subject":[],"published":{"date-parts":[[2020,11]]}}}