{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,14]],"date-time":"2025-06-14T18:10:03Z","timestamp":1749924603387,"version":"3.41.0"},"reference-count":26,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1109\/bibm.2016.7822585","type":"proceedings-article","created":{"date-parts":[[2017,1,20]],"date-time":"2017-01-20T03:36:10Z","timestamp":1484883370000},"page":"584-591","source":"Crossref","is-referenced-by-count":0,"title":["Unconstrained optimization in projection method for indefinite SVMs"],"prefix":"10.1109","author":[{"given":"Hao","family":"Jiang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wai Ki","family":"Ching","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu Shan","family":"Qiu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao Qing","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.78"},{"journal-title":"From Indefinite to Positive Semi-Definite Matrices","year":"2006","author":"mu\u00f1oz","key":"ref11"},{"key":"ref12","first-page":"175","article-title":"A generalized kernel approach to dissimilarity-based classification","volume":"2","author":"pekalska","year":"2002","journal-title":"Journal of Machine Learning Research"},{"key":"ref13","first-page":"438","article-title":"Clas-sification on pairwise proximity data","volume":"11","author":"graepel","year":"1998","journal-title":"Advances in neural information processing systems"},{"key":"ref14","first-page":"1682","article-title":"An analysis of transformation on non-positive semidefinite similarity matrix for kernel machines","author":"wu","year":"2005","journal-title":"International Conference on Machine Learning"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1251147"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015443"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s12532-009-0005-5"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-05224-8_10"},{"key":"ref19","article-title":"Learning svm classifiers with indefinite kernels","author":"gu","year":"2012","journal-title":"Proceedings of the Twenty-Sixth Conference on Artificial Intelligence"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1006\/jmbi.1990.9999"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4175.001.0001","author":"scholkopf","year":"2001","journal-title":"Learning with kernels"},{"key":"ref6","first-page":"921","article-title":"Dynamic time-alignment kernel in support vector machine","volume":"14","author":"shimodaira","year":"2002","journal-title":"Advances in neural information processing systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bth141"},{"key":"ref8","article-title":"A study on sigmoid kernel for svm and the training of non-psd kernels by smo-type methods","author":"lin","year":"2003","journal-title":"National Taiwan University"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2005.1530353"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4057.001.0001","author":"scholkopf","year":"2004","journal-title":"Kernel Methods in Computational Biology"},{"key":"ref9","first-page":"308","article-title":"Regularization with dot-product kernels","author":"smola","year":"2001","journal-title":"Advances in Neural Information Processing Systems 13"},{"article-title":"Supervised classification and mathematical optimization","year":"2008","author":"carrizosa","key":"ref1"},{"key":"ref20","first-page":"505","article-title":"Learning low-rank kernel matrices","author":"brian","year":"2006","journal-title":"Proceedings of the 23rd International Conference on Machine Learning"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2009.02.018"},{"key":"ref21","first-page":"328","article-title":"Kernel learning by unconstrained optimization","author":"li","year":"2009","journal-title":"Proceedings of International Conference on Artificial Intelligence and Statistics"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/glycob\/cwj010"},{"journal-title":"Libsvm Data Sets","year":"0","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1049\/cp.2015.0616"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1093\/glycob\/2.6.505"}],"event":{"name":"2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2016,12,15]]},"location":"Shenzhen, China","end":{"date-parts":[[2016,12,18]]}},"container-title":["2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7811899\/7822470\/07822585.pdf?arnumber=7822585","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,14]],"date-time":"2025-06-14T17:37:02Z","timestamp":1749922622000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7822585\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/bibm.2016.7822585","relation":{},"subject":[],"published":{"date-parts":[[2016,12]]}}}