{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T08:11:36Z","timestamp":1729671096623,"version":"3.28.0"},"reference-count":48,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,6]]},"DOI":"10.1109\/ijcnn.2012.6252717","type":"proceedings-article","created":{"date-parts":[[2012,8,1]],"date-time":"2012-08-01T20:47:51Z","timestamp":1343854071000},"page":"1-8","source":"Crossref","is-referenced-by-count":5,"title":["An experimental evaluation of pairwise adaptive support vector machines"],"prefix":"10.1109","author":[{"given":"Kenny","family":"Hong","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephan K.","family":"Chalup","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert A.R.","family":"King","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2008.04.009"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2003.811708"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2010.11.005"},{"journal-title":"Statistical Learning Theory","year":"1998","author":"vapnik","key":"36"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.015"},{"journal-title":"UCI Machine Learning Repository","year":"2010","author":"frank","key":"33"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2010.03.027"},{"key":"34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.187"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.12.002"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2010.2053026"},{"key":"13","article-title":"Another approach to polychotomous classification","author":"friedman","year":"1996","journal-title":"Department of Statistics Stanford University Tech Rep"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/72.991427"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1016\/S1007-0214(10)70049-3"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.01.017"},{"key":"38","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.11.016"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2007.07.004"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.031"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.266"},{"key":"43","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2719-7","author":"venables","year":"1997","journal-title":"Modern Applied Statistics with S-Plus"},{"journal-title":"A Practical Guide to Support Vector Classification","year":"0","author":"l","key":"42"},{"key":"41","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2010.11.056"},{"key":"40","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.08.011"},{"key":"48","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2004.831018"},{"key":"45","first-page":"2079","article-title":"On over-fitting in model selection and subsequent selection bias in performance evaluation","volume":"11","author":"cawley","year":"2010","journal-title":"Journal of Machine Learning Research"},{"key":"44","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.03.031"},{"key":"47","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2006.07.005"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TNN.2011.2108315","article-title":"Structural regularized support vector machine: A framework for structural large margin classifier","volume":"22","author":"xue","year":"2011","journal-title":"IEEE Transactions on Neural Networks"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2093537"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2064787"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2052630"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.11.001"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2009.11.005"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.09.015"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2010.05.016"},{"key":"3","first-page":"101","article-title":"In defense of one-vs-all classification","volume":"5","author":"rifkin","year":"2004","journal-title":"Journal of Machine Learning Research"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.01.018"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.06.013"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.07.046"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2046646"},{"key":"7","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1007\/978-3-540-30115-8_7","article-title":"Applying support vector machines to imbalanced datasets","volume":"3201","author":"akbani","year":"0","journal-title":"Machine Learning ECML 2004 Ser Lecture Notes in Computer Science"},{"key":"6","first-page":"878","article-title":"Borderline-smote: A new over-sampling method in imbalanced data sets learning","author":"han","year":"2005","journal-title":"International Conference on Intelligent Computing"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2010.5596836"},{"key":"5","article-title":"Addressing data complexity for imbalanced data sets: Analysis of SMOTE-based over-sampling and evolutionary undersampling","author":"luengo","year":"2010","journal-title":"Soft Computing - A Fusion of Foundations Methodologies and Applications"},{"journal-title":"LIBSVM A library for support vector machines","year":"2001","author":"chang","key":"31"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2010.07.010"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.01.061"}],"event":{"name":"2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane)","start":{"date-parts":[[2012,6,10]]},"location":"Brisbane, Australia","end":{"date-parts":[[2012,6,15]]}},"container-title":["The 2012 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/6241467\/6252360\/06252717.pdf?arnumber=6252717","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,2]],"date-time":"2019-07-02T11:43:28Z","timestamp":1562067808000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6252717\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,6]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2012.6252717","relation":{},"subject":[],"published":{"date-parts":[[2012,6]]}}}