{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T17:18:54Z","timestamp":1740158334236,"version":"3.37.3"},"reference-count":14,"publisher":"Wiley","license":[{"start":{"date-parts":[[2018,10,29]],"date-time":"2018-10-29T00:00:00Z","timestamp":1540771200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100004761","name":"Natural Science Foundation of Hainan Province","doi-asserted-by":"publisher","award":["117150","RHDXB201624"],"award-info":[{"award-number":["117150","RHDXB201624"]}],"id":[{"id":"10.13039\/501100004761","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Scientific Research Foundation of Hainan Tropical Ocean University","award":["117150","RHDXB201624"],"award-info":[{"award-number":["117150","RHDXB201624"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Electrical and Computer Engineering"],"published-print":{"date-parts":[[2018,10,29]]},"abstract":"<jats:p>In this paper, an orthogonal regularized kernel canonical correlation analysis algorithm (ORKCCA) is proposed. ORCCA algorithm can deal with the linear relationships between two groups of random variables. But if the linear relationships between two groups of random variables do not exist, the performance of ORCCA algorithm will not work well. Linear orthogonal regularized CCA algorithm is extended to nonlinear space by introducing the kernel method into CCA. Simulation experimental results on both artificial and handwritten numerals databases show that the proposed method outperforms ORCCA for the nonlinear problems.<\/jats:p>","DOI":"10.1155\/2018\/8745251","type":"journal-article","created":{"date-parts":[[2018,10,29]],"date-time":"2018-10-29T22:12:54Z","timestamp":1540851174000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["A New Feature Extraction Algorithm Based on Orthogonal Regularized Kernel CCA and Its Application"],"prefix":"10.1155","volume":"2018","author":[{"given":"Xinchen","family":"Guo","sequence":"first","affiliation":[{"name":"College of Ocean Information Engineering, Hainan Tropical Ocean University, Sanya, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiuling","family":"Fan","sequence":"additional","affiliation":[{"name":"Henan Xuehang Education and Information Service Co., Zhengzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiantian","family":"Xi","sequence":"additional","affiliation":[{"name":"Shanghai Renyi Technology Co., Ltd., Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8254-097X","authenticated-orcid":true,"given":"Fugeng","family":"Zeng","sequence":"additional","affiliation":[{"name":"College of Ocean Information Engineering, Hainan Tropical Ocean University, Sanya, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"1","doi-asserted-by":"publisher","DOI":"10.1631\/jzus.a1200306"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1007\/s12038-015-9555-z"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-016-0823-x"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1007\/s10341-015-0250-x"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2014.01.009"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-014-9358-5"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-015-3070-y"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.08.011"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-011-9281-3"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-012-0078-8"},{"issue":"1","key":"11","first-page":"1","volume":"9","year":"2014","journal-title":"Radar Sonar and Navigation IET"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-015-8059-1"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-017-1543-x"},{"issue":"4","key":"14","first-page":"369","volume":"22","year":"1999","journal-title":"Chinese Journal Computers"}],"container-title":["Journal of Electrical and Computer Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2018\/8745251.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2018\/8745251.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2018\/8745251.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,10,29]],"date-time":"2018-10-29T22:12:59Z","timestamp":1540851179000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/jece\/2018\/8745251\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,29]]},"references-count":14,"alternative-id":["8745251","8745251"],"URL":"https:\/\/doi.org\/10.1155\/2018\/8745251","relation":{},"ISSN":["2090-0147","2090-0155"],"issn-type":[{"type":"print","value":"2090-0147"},{"type":"electronic","value":"2090-0155"}],"subject":[],"published":{"date-parts":[[2018,10,29]]}}}