{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,22]],"date-time":"2026-09-22T23:10:05Z","timestamp":1790118605071,"version":"4.0.1"},"reference-count":46,"publisher":"IEEE","license":[{"start":{"date-parts":[[2013,12,1]],"date-time":"2013-12-01T00:00:00Z","timestamp":1385856000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2013,12,1]],"date-time":"2013-12-01T00:00:00Z","timestamp":1385856000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013,12]]},"DOI":"10.1109\/bmei.2013.6747021","type":"proceedings-article","created":{"date-parts":[[2014,3,7]],"date-time":"2014-03-07T15:24:01Z","timestamp":1394205841000},"page":"656-660","source":"Crossref","is-referenced-by-count":23,"title":["A leave-one-feature-out wrapper method for feature selection in data classification"],"prefix":"10.1109","author":[{"given":"Jianguo","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Mathematics, University of North Texas, Denton, TX 76203, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Neil","family":"Danait","sequence":"additional","affiliation":[{"name":"Texas Academy of Mathematics and Science, University of North Texas, Denton, TX 76203, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shawn","family":"Hu","sequence":"additional","affiliation":[{"name":"Texas Academy of Mathematics and Science, University of North Texas, Denton, TX 76203, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sayon","family":"Sengupta","sequence":"additional","affiliation":[{"name":"Texas Academy of Mathematics and Science, University of North Texas, Denton, TX 76203, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"19","article-title":"Learning and soft computing, support vector machines","author":"kecman","year":"2001","journal-title":"Neural Networks and Fuzzy Logic Models"},{"key":"35","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1109\/TKDE.2008.128","article-title":"Multiclass mts for simultaneous feature selection and classification","volume":"21","author":"su","year":"2009","journal-title":"IEEE Trans Knowledge and Data Engineering"},{"key":"17","first-page":"53","article-title":"Improved gene selection for classification of microarrays","volume":"8","author":"jaeger","year":"2003","journal-title":"Pacific Symposium on Biocomputing"},{"key":"36","first-page":"440","article-title":"An evaluation of filter and wrapper methods for feature selection in categorical clustering","volume":"3646","author":"talavera","year":"2005","journal-title":"Advances in Intelligent Data Analysis VI Lecture Notes in Computer Science"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-6-148"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1016\/S1535-6108(02)00030-2"},{"key":"15","author":"hall","year":"1999","journal-title":"Feature Selection for Machine Learning"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.906741"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/72.991427"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1118\/1.1418724"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1162\/153244303322753616"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"37","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1996","journal-title":"J Royal Statistical Society Series B"},{"key":"11","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1109\/TSMCB.2003.810911","article-title":"Data dimensionality reduction with application to simplifying rBF network structure and improving classification performance","volume":"33","author":"fu","year":"2003","journal-title":"IEEE Trans System Man Cybern Part B-Cybernetics"},{"key":"38","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1613\/jair.594","article-title":"Issues in stacked generalization","volume":"10","author":"ting","year":"1999","journal-title":"J of Artificial Intelligence Research"},{"key":"12","article-title":"Practical feature selection:from correlation to causality","author":"guyon","year":"2008","journal-title":"Mining Massive Data sets for security"},{"key":"21","article-title":"Toward optimal feature selection","author":"koller","year":"1996","journal-title":"Proc 11th ICML"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(97)00043-X"},{"key":"43","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiolchem.2004.11.001"},{"key":"42","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2007.1006"},{"key":"41","author":"wang","year":"2005","journal-title":"Data Mining with Computational Intelligence"},{"key":"40","doi-asserted-by":"crossref","DOI":"10.1007\/b95439","author":"wang","year":"2005","journal-title":"Support Vector Machines Theory and Application"},{"key":"45","article-title":"A comparative study on feature selection in text categorization","author":"yang","year":"1997","journal-title":"Proceedings of the Fourteenth International Conference on Machine Learning (ICML'97)"},{"key":"44","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1007\/978-3-642-37453-1_45","article-title":"Ensemble-based wrapper methods for feature selection and class imbalance learning","volume":"7818","author":"yang","year":"2013","journal-title":"Data Mining and Knowledge Discovery Lecture Notes in Computer Science"},{"key":"46","article-title":"Feature selection for high-dimensional data:A fast correlation-based filter solution","author":"yu","year":"2003","journal-title":"Proc of the Twentieth International Conference on Machine Learning (ICML) 2003"},{"key":"22","article-title":"Feature selection and feature extraction for text categorization","author":"david","year":"2009","journal-title":"Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.3115\/1690219.1690243"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1109\/TNB.2006.875040"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.66"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2005.105"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2009.02.014"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.105"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.159"},{"key":"3","article-title":"Feature selection using complementary particle swarm optimization for dNA microarroay data","author":"chuang","year":"2013","journal-title":"Proceedings of the International MultiConference of Engineers and Computer Scientists"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"1","first-page":"531","article-title":"Using mutual information for selecting features in supervised neural net learning","volume":"5","author":"baxttiti","year":"1994","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1201\/9781584888796.pt4"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1162\/153244303322753706"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.2307\/2288636"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1109\/CSB.2003.1227396"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2003.809398"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281220"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1145\/584792.584911"},{"key":"4","first-page":"74","article-title":"Filters, wrappers and a boosting-Based hybrid for feature selection","author":"das","year":"2001","journal-title":"Proceedings of the Eighteenth International Conference on Machine Learning"},{"key":"9","first-page":"1289","article-title":"An extensive empirical study of feature selection metrics for text classification","volume":"3","author":"forman","year":"2003","journal-title":"Journal of Machine Learning Research"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2005601"}],"event":{"name":"2013 6th International Conference on Biomedical Engineering and Informatics (BMEI)","location":"Hangzhou, China","start":{"date-parts":[[2013,12,16]]},"end":{"date-parts":[[2013,12,18]]}},"container-title":["2013 6th International Conference on Biomedical Engineering and Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6732178\/6746887\/06747021.pdf?arnumber=6747021","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T05:08:16Z","timestamp":1769490496000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/6747021\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,12]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/bmei.2013.6747021","relation":{},"subject":[],"published":{"date-parts":[[2013,12]]}}}