{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T13:24:43Z","timestamp":1784035483246,"version":"3.55.0"},"reference-count":19,"publisher":"Informa UK Limited","issue":"11","funder":[{"DOI":"10.13039\/501100001691","name":"Japan Society for the Promotion of Science","doi-asserted-by":"publisher","award":["19J10175"],"award-info":[{"award-number":["19J10175"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Communications in Statistics - Simulation and Computation"],"published-print":{"date-parts":[[2022,11,2]]},"DOI":"10.1080\/03610918.2020.1813300","type":"journal-article","created":{"date-parts":[[2020,9,9]],"date-time":"2020-09-09T01:14:26Z","timestamp":1599614066000},"page":"6739-6754","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":4,"title":["Support vector machine and optimal parameter selection for high-dimensional imbalanced data"],"prefix":"10.1080","volume":"51","author":[{"given":"Yugo","family":"Nakayama","sequence":"first","affiliation":[{"name":"Graduate School of Pure and Applied Sciences, University of Tsukuba","place":["Ibaraki, Japan"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2020,9,8]]},"reference":[{"key":"e_1_3_3_2_1","doi-asserted-by":"publisher","DOI":"10.1111\/anzs.12212"},{"key":"e_1_3_3_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10463-013-0435-8"},{"key":"e_1_3_3_4_1","doi-asserted-by":"publisher","DOI":"10.1038\/ng765"},{"key":"e_1_3_3_5_1","doi-asserted-by":"publisher","DOI":"10.1002\/ijc.20171"},{"issue":"2","key":"e_1_3_3_6_1","first-page":"311","article-title":"Effect of high dimension: By an example of a two sample problem","volume":"6","author":"Bai Z.","year":"1996","unstructured":"Bai, Z., and H. Saranadasa. 1996. Effect of high dimension: By an example of a two sample problem. Statistica Sinica 6 (2):311\u201329.","journal-title":"Statistica Sinica"},{"key":"e_1_3_3_7_1","doi-asserted-by":"publisher","DOI":"10.1158\/1078-0432.CCR-05-0585"},{"key":"e_1_3_3_8_1","unstructured":"Carmichael I. and J. Marron. 2017. Geometric insights into support vector machine behavior using the kkt conditions. arXiv preprint arXiv:1704.00767."},{"key":"e_1_3_3_9_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asp007"},{"key":"e_1_3_3_10_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.286.5439.531"},{"key":"e_1_3_3_11_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00510.x"},{"issue":"45","key":"e_1_3_3_12_1","first-page":"1","article-title":"Asymptotic behavior of support vector machine for spiked population model","volume":"18","author":"Huang H.","year":"2017","unstructured":"Huang, H. 2017. Asymptotic behavior of support vector machine for spiked population model. Journal of Machine Learning Research 18 (45):1\u201321.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_3_13_1","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbs006"},{"key":"e_1_3_3_14_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214507000001120"},{"key":"e_1_3_3_15_1","doi-asserted-by":"publisher","DOI":"10.1080\/03610918.2019.1586922)"},{"key":"e_1_3_3_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jspi.2017.05.005"},{"key":"e_1_3_3_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10463-019-00727-1"},{"key":"e_1_3_3_18_1","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2010.tm08487"},{"key":"e_1_3_3_19_1","first-page":"1547","article-title":"Flexible high-dimensional classification machines and their asymptotic properties","volume":"16","author":"Qiao X.","year":"2015","unstructured":"Qiao, X., and L. Zhang. 2015. Flexible high-dimensional classification machines and their asymptotic properties. Journal of Machine Learning Research 16:1547\u201372.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_3_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3264-1"}],"container-title":["Communications in Statistics - Simulation and Computation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/03610918.2020.1813300","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T03:19:58Z","timestamp":1772767198000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/03610918.2020.1813300"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,8]]},"references-count":19,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2022,11,2]]}},"alternative-id":["10.1080\/03610918.2020.1813300"],"URL":"https:\/\/doi.org\/10.1080\/03610918.2020.1813300","relation":{},"ISSN":["0361-0918","1532-4141"],"issn-type":[{"value":"0361-0918","type":"print"},{"value":"1532-4141","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,9,8]]},"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=lssp20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=lssp20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2019-10-22","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-08-03","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-08-17","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-09-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}