{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T17:09:22Z","timestamp":1725556162265},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642136566"},{"type":"electronic","value":"9783642136573"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-13657-3_16","type":"book-chapter","created":{"date-parts":[[2010,5,18]],"date-time":"2010-05-18T11:29:16Z","timestamp":1274182156000},"page":"134-141","source":"Crossref","is-referenced-by-count":0,"title":["Rough Margin Based Core Vector Machine"],"prefix":"10.1007","author":[{"given":"Gang","family":"Niu","sequence":"first","affiliation":[]},{"given":"Bo","family":"Dai","sequence":"additional","affiliation":[]},{"given":"Lin","family":"Shang","sequence":"additional","affiliation":[]},{"given":"Yangsheng","family":"Ji","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"16_CR1","volume-title":"Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. John Wiley & Sons, New York (1998)"},{"key":"16_CR2","first-page":"185","volume-title":"Advances in Kernel Methods","author":"J.C. Platt","year":"1999","unstructured":"Platt, J.C.: Fast training of support vector machines using sequential minimal optimization. In: Advances in Kernel Methods, pp. 185\u2013208. MIT Press, Cambridge (1999)"},{"key":"16_CR3","unstructured":"Smola, A.J., Sch\u00f6kopf, B.: Sparse greedy matrix approximation for machine learning. In: 17th ICML, pp. 911\u2013918 (2000)"},{"key":"16_CR4","unstructured":"Tsang, I.W., Kwok, J.T., Cheung, P.M.: Very large svm training using core vector machines. In: 20th AISTATS (2005)"},{"key":"16_CR5","first-page":"363","volume":"6","author":"I.W. Tsang","year":"2005","unstructured":"Tsang, I.W., Kwok, J.T., Cheung, P.M.: Core vector machines: Fast svm training on very large data sets. JMLR\u00a06, 363\u2013392 (2005)","journal-title":"JMLR"},{"key":"16_CR6","doi-asserted-by":"crossref","unstructured":"Tsang, I.W., Kocsor, A., Kwok, J.T.: Simpler core vector machines with enclosing balls. In: 24th ICML, pp. 911\u2013918 (2007)","DOI":"10.1145\/1273496.1273611"},{"key":"16_CR7","doi-asserted-by":"crossref","unstructured":"Asharaf, S., Murty, M.N., Shevade, S.K.: Multiclass core vector machine. In: 24th ICML, pp. 41\u201348 (2007)","DOI":"10.1145\/1273496.1273502"},{"key":"16_CR8","doi-asserted-by":"publisher","first-page":"2204","DOI":"10.1016\/j.ins.2007.12.012","volume":"178","author":"J. Zhang","year":"2008","unstructured":"Zhang, J., Wang, Y.: A rough margin based support vector machine. Information Sciences\u00a0178, 2204\u20132214 (2008)","journal-title":"Information Sciences"},{"key":"16_CR9","unstructured":"B\u0103doiu, M., Clarkson, K.L.: Optimal core-sets for balls. In: DIMACS Workshop on Computational Geometry (2002)"},{"key":"16_CR10","doi-asserted-by":"crossref","unstructured":"Tsang, I.W., Kwok, J.T., Lai, K.T.: Core vector regression for very large regression problems. In: 22nd ICML, pp. 912\u2013919 (2005)","DOI":"10.1145\/1102351.1102466"},{"key":"16_CR11","doi-asserted-by":"publisher","first-page":"1126","DOI":"10.1109\/TNN.2006.878123","volume":"17","author":"I.W. Tsang","year":"2006","unstructured":"Tsang, I.W., Kwok, J.T., Zurada, J.M.: Generalized core vector machines. IEEE Transactions on Neural Networks\u00a017, 1126\u20131140 (2006)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"16_CR12","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z. Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough sets. International Journal of Computer and Information Sciences\u00a011, 341\u2013356 (1982)","journal-title":"International Journal of Computer and Information Sciences"},{"key":"16_CR13","doi-asserted-by":"crossref","unstructured":"Weston, J., Collobert, R., Sinz, F., Bottou, L., Vapnik, V.: Inference with the universum. In: 23rd ICML, pp. 1009\u20131016 (2006)","DOI":"10.1145\/1143844.1143971"},{"key":"16_CR14","unstructured":"Crisp, D.J., Burges, C.J.C.: A geometric interpretation of \u03bd-svm classifiers. In: NIPS, vol.\u00a012, pp. 244\u2013250 (1999)"},{"key":"16_CR15","doi-asserted-by":"publisher","first-page":"2119","DOI":"10.1162\/089976601750399335","volume":"13","author":"C.C. Chang","year":"2001","unstructured":"Chang, C.C., Lin, C.J.: Training \u03bd-support vector classifiers: Theory and algorithms. Neural Computation\u00a013, 2119\u20132147 (2001)","journal-title":"Neural Computation"},{"key":"16_CR16","first-page":"273","volume":"20","author":"C. Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support-vector networks. Machine Learning\u00a020, 273\u2013297 (1995)","journal-title":"Machine Learning"},{"key":"16_CR17","doi-asserted-by":"publisher","first-page":"1207","DOI":"10.1162\/089976600300015565","volume":"12","author":"B. Sch\u00f6lkopf","year":"2000","unstructured":"Sch\u00f6lkopf, B., Smola, A.J., Williamson, R.C., Bartlett, P.L.: New support vector algorithms. Neural Computation\u00a012, 1207\u20131245 (2000)","journal-title":"Neural Computation"},{"key":"16_CR18","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines (2001), \n                    \n                      http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-13657-3_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T14:48:47Z","timestamp":1558277327000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-13657-3_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642136566","9783642136573"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-13657-3_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}