{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T22:15:41Z","timestamp":1780352141893,"version":"3.54.1"},"reference-count":33,"publisher":"Informa UK Limited","issue":"6","funder":[{"name":"In-House of UCF","award":["In-House of UCF 2017"],"award-info":[{"award-number":["In-House of UCF 2017"]}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Enterprise Information Systems"],"published-print":{"date-parts":[[2019,7,3]]},"DOI":"10.1080\/17517575.2019.1592233","type":"journal-article","created":{"date-parts":[[2019,4,10]],"date-time":"2019-04-10T08:39:51Z","timestamp":1554885591000},"page":"916-932","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":9,"title":["Efficient parameter selection for support vector machines"],"prefix":"10.1080","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7150-7229","authenticated-orcid":false,"given":"Hsin-Hsiung","family":"Huang","sequence":"first","affiliation":[{"name":"Department of Statistics, University of Central Florida, Orlando, FL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zijing","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Statistics, University of Central Florida, Orlando, FL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wingyan","family":"Chung","sequence":"additional","affiliation":[{"name":"Institute for Simulation and Training, University of Central Florida, Orlando, FL, USA"},{"name":"Department of Computer Science, Faculty of Engineering, The University of Hong Kong, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2019,4,10]]},"reference":[{"key":"CIT0001","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btp286"},{"key":"CIT0002","doi-asserted-by":"publisher","DOI":"10.1080\/17517575.2010.511276"},{"key":"CIT0003","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-60327-241-4_13"},{"key":"CIT0004","first-page":"281","volume":"12","author":"Bergstra J.","year":"2012","journal-title":"Journal of Machine Learning Research"},{"key":"CIT0005","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-45111-9_21"},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.97.1.262"},{"key":"CIT0007","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009715923555"},{"key":"CIT0008","first-page":"143","volume":"1","author":"Chang C. C.","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"CIT0009","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.06.017"},{"key":"CIT0010","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2014.01.001"},{"key":"CIT0011","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.02.059"},{"key":"CIT0012","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"CIT0013","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2012.2188804"},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"CIT0015","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"CIT0016","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1016218223"},{"key":"CIT0017","doi-asserted-by":"publisher","DOI":"10.1126\/science.286.5439.531"},{"key":"CIT0018","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7"},{"key":"CIT0019","first-page":"1391","volume":"5","author":"Hastie T.","year":"2004","journal-title":"Journal of Machine Learning Research"},{"key":"CIT0020","doi-asserted-by":"publisher","DOI":"10.1007\/s10596-018-9762-4"},{"key":"CIT0021","unstructured":"Hsu, C. W., C. C. Chang, and C. J. Lin. 2003. \u201cA Practical Guide to Support Vector Classication.\u201d Technical report. Taipei: National Taiwan University."},{"key":"CIT0023","unstructured":"Karatzoglou, A., A. Smola, K. Hornik, and A Zeileis. 2004. \u201ckernlab - An S4 Package for Kernel Methods in R.\u201d Journal of Statistical Software, 11(9). URL http:\/\/www.jstatsoft.org\/counter.php? id=105&url=v11\/i09\/v11i09.pdf&ct=1."},{"key":"CIT0024","volume-title":"UCI Machine Learning Repository","author":"Lichman M.","year":"2013"},{"key":"CIT0025","doi-asserted-by":"publisher","DOI":"10.1080\/17517575.2012.688222"},{"key":"CIT0026","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809071"},{"issue":"1","key":"CIT0027","first-page":"37","volume":"2","author":"Powers D. M. W.","year":"2011","journal-title":"Journal of Machine Learning Technologies"},{"key":"CIT0028","volume-title":"klaR \u2013 Classification and Visualization. R Package, Version 0.4-1. Dortmund: Technical University of Dortmund","author":"Roever C.","year":"2005"},{"key":"CIT0029","doi-asserted-by":"publisher","DOI":"10.1080\/17517575.2014.986214"},{"key":"CIT0030","volume-title":"Statistical Learning Theory. Adaptive and Learning Systems for Signal Processing, Communications, and Control","author":"Vapnik V.","year":"1998"},{"key":"CIT0031","volume-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"Witten I. H.","year":"2016"},{"key":"CIT0032","doi-asserted-by":"publisher","DOI":"10.1198\/016214507000000617"},{"key":"CIT0033","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0101363"},{"key":"CIT0034","doi-asserted-by":"publisher","DOI":"10.1080\/17517570802095226"}],"container-title":["Enterprise Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/17517575.2019.1592233","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,27]],"date-time":"2019-05-27T04:28:39Z","timestamp":1558931319000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/17517575.2019.1592233"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4,10]]},"references-count":33,"journal-issue":{"issue":"6","published-online":{"date-parts":[[2019,4,25]]},"published-print":{"date-parts":[[2019,7,3]]}},"alternative-id":["10.1080\/17517575.2019.1592233"],"URL":"https:\/\/doi.org\/10.1080\/17517575.2019.1592233","relation":{},"ISSN":["1751-7575","1751-7583"],"issn-type":[{"value":"1751-7575","type":"print"},{"value":"1751-7583","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,4,10]]},"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=teis20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=teis20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2018-09-26","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-02-24","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-04-10","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}