{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T16:15:04Z","timestamp":1726762504532},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Minas Gerais State Foundation for Research Support","award":["CEX-PPM-00676-17","CEX-APQ-02266-16"]},{"name":"National Council of Technological and Scientific Development","award":["303266\/2019-8"]},{"DOI":"10.13039\/501100002322","name":"Coordination for the Improvement of Higher Education Personnel","doi-asserted-by":"crossref","award":["001"],"id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3112396","type":"journal-article","created":{"date-parts":[[2021,9,14]],"date-time":"2021-09-14T20:24:55Z","timestamp":1631651095000},"page":"127278-127292","source":"Crossref","is-referenced-by-count":10,"title":["A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"http:\/\/orcid.org\/0000-0002-2491-4750","authenticated-orcid":false,"given":"Helen C. S. C.","family":"Lima","sequence":"first","affiliation":[{"name":"Department of Computing, Federal University of Ouro Preto, Ouro Preto, Brazil"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-2172-297X","authenticated-orcid":false,"given":"Fernando E. B.","family":"Otero","sequence":"additional","affiliation":[{"name":"School of Computing, University of Kent, Canterbury, U.K."}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-9948-2673","authenticated-orcid":false,"given":"Luiz H. C.","family":"Merschmann","sequence":"additional","affiliation":[{"name":"Department of Applied Computing, Federal University of Lavras, Lavras, Brazil"}]},{"ORCID":"http:\/\/orcid.org\/0000-0002-7141-357X","authenticated-orcid":false,"given":"Marcone J. F.","family":"Souza","sequence":"additional","affiliation":[{"name":"Department of Computing, Federal University of Ouro Preto, Ouro Preto, Brazil"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.07.080"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2015.10.037"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2739482.2768448"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-018-0793-x"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3056407"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2504420"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3061152"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2010.12.016"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(97)00043-X"},{"key":"ref34","first-page":"319","article-title":"A probabilistic approach to feature selection—A filter solution","author":"liu","year":"1996","journal-title":"Proc 13th Int Conf Mach Learn"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1111\/itor.12507"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1287\/opre.42.5.860"},{"key":"ref28","first-page":"412","article-title":"A comparative study on feature selection in text categorization","author":"yang","year":"1997","journal-title":"Proc 14th Int Conf Mach Learn"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-73731-5_12"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008641220268"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-010-0175-9"},{"key":"ref1","author":"han","year":"2011","journal-title":"Data Mining Concepts and Techniques"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0305-0548(97)00031-2"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-91086-4_3"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s13675-016-0075-x"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(97)00063-5"},{"key":"ref23","first-page":"359","article-title":"Correlation-based feature selection for discrete and numeric class machine learning","author":"hall","year":"2000","journal-title":"Proc 17th Int Conf Mach Learn"},{"key":"ref26","first-page":"4","article-title":"Feature selection: An ever evolving frontier in data mining","volume":"10","author":"liu","year":"2010","journal-title":"Proc 4th Int Workshop Feature Selection Data Mining"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1201\/9781584888796"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-6089-0"},{"key":"ref51","first-page":"1","article-title":"A simple and efficient algorithm to solve the generalized traveling salesman problem","author":"reinsma","year":"2018","journal-title":"Proc Brazilian Symp Oper Res"},{"key":"ref59","author":"hollander","year":"1973","journal-title":"Nonparametric Statistical Methods"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1002\/SERIES1345"},{"key":"ref57","first-page":"115","article-title":"An extension of Shapiro and Wilk’s W test for normality to large samples","volume":"31","author":"royston","year":"1982","journal-title":"Appl Stat J Roy Statist Soc Ser C"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.orp.2016.09.002"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44795-4_48"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46307-0_9"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.03.026"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2020.103789"},{"key":"ref10","first-page":"142","article-title":"Adaptation of the symmetric uncertainty measure for feature selection in single-label hierarchical classification context","author":"dias","year":"2015","journal-title":"Proc Ann Nat Meeting Artif Intell Comput"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg1058"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2919956"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.05.044"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2009.85"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-008-5077-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01184-9_7"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s12293-010-0045-4"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280474"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-019-01624-z"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.endm.2018.03.011"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1504\/IJDMB.2010.032150"},{"key":"ref3","first-page":"170","article-title":"Hierarchically classifying documents using very few words","author":"koller","year":"1997","journal-title":"Proc 14th Int Conf Mach Learn"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/487"},{"key":"ref5","first-page":"124","article-title":"Exploring attribute selection in hierarchical classification","volume":"5","author":"paes","year":"2014","journal-title":"J Inf Data Manage"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.105655"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.10.023"},{"key":"ref49","author":"goldberg","year":"1989","journal-title":"Genetic Algorithms in Search Optimization and Machine Learning"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-08407-7_10"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489247"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1023\/A:1025667309714"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2005.11.001"},{"key":"ref47","first-page":"1","article-title":"Functional annotation of genes using hierarchical text categorization","author":"kiritchenko","year":"2005","journal-title":"Proc BioLINK SIG Linking Literature Inf Knowl Biol"},{"key":"ref42","first-page":"57","article-title":"WEKA: The Waikato environment for knowledge analysis","author":"garner","year":"1995","journal-title":"Proc New Zealand Comput Sci Res Students Conf"},{"key":"ref41","first-page":"284","article-title":"Toward optimal feature selection","author":"koller","year":"1995","journal-title":"Proc 13th Int Conf Mach Learn"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/0471200611"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09536739.pdf?arnumber=9536739","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,8]],"date-time":"2022-09-08T20:49:36Z","timestamp":1662670176000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9536739\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3112396","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}