{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T08:24:20Z","timestamp":1759134260964},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540725879"},{"type":"electronic","value":"9783540725886"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2007]]},"DOI":"10.1007\/978-3-540-72588-6_114","type":"book-chapter","created":{"date-parts":[[2007,7,16]],"date-time":"2007-07-16T18:35:23Z","timestamp":1184610923000},"page":"677-684","source":"Crossref","is-referenced-by-count":11,"title":["A New Multi-class SVM Algorithm Based on One-Class SVM"],"prefix":"10.1007","author":[{"given":"Xiao-Yuan","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jia","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Min-Qing","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ke","family":"Niu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"3","key":"114_CR1","first-page":"273","volume":"20","author":"C. Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support-vector networks. Machine learning\u00a020(3), 273\u2013297 (1995)","journal-title":"Machine learning"},{"key":"114_CR2","first-page":"77","volume-title":"Proc. of the International Conference on Pattern Recognition","author":"L. Bottou","year":"1994","unstructured":"Bottou, L., Cortes, C., Denker, J.: Comparison of classifier methods: a case study in handwriting digit recognition. In: Proc. of the International Conference on Pattern Recognition, vol.\u00a02, pp. 77\u201387. IEEE Computer Society Press, Los Alamitos (1994)"},{"key":"114_CR3","series-title":"NATO ASI Series","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1007\/978-3-642-76153-9_5","volume-title":"Neurocomputing: Algorithms, Architectures and Applications","author":"S. Knerr","year":"1990","unstructured":"Knerr, S., Personnaz, L., Dreyfus, G.: Single-layer learning revisited: a stepwise procedure for building and training a neural network. In: Fogelman-Soulie, F., Herault, J. (eds.) Neurocomputing: Algorithms, Architectures and Applications. NATO ASI Series, vol.\u00a0F68, pp. 41\u201350. Springer, Heidelberg (1990)"},{"key":"114_CR4","first-page":"547","volume":"12","author":"J.C. Platt","year":"2000","unstructured":"Platt, J.C., Cristianini, N., Shawe-Taylor, J.: Large margin DAGs for multi-class classification. Advances in Neural Information Processing Systems\u00a012, 547\u2013553 (2000)","journal-title":"Advances in Neural Information Processing Systems"},{"key":"114_CR5","doi-asserted-by":"crossref","unstructured":"Zhong, P., Fukushima, M.: A new multi-class support vector algorithm. Optimization Methods and Software, to appear","DOI":"10.1080\/10556780500094812"},{"key":"114_CR6","volume-title":"Statistical Learning Theory","author":"V. Vapnik","year":"1998","unstructured":"Vapnik, V.: Statistical Learning Theory. Wiley, New York (1998)"},{"key":"114_CR7","unstructured":"Weston, J., Watkins, C.: Multi-class support vector machines. Technical Report CSD-TR-98-04, Department of Computer Science, Royal Holloway, University of London, Egham, UK (1998)"},{"key":"114_CR8","unstructured":"Arenas-Garcia, J., Perez-Cruz, F.: A: Multi-class support vector machines: a new approach. In: ICASSP, Hong Kong, pp. 6\u201310 (2003)"},{"issue":"2","key":"114_CR9","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1109\/72.991427","volume":"13","author":"C.W. Hsu","year":"2002","unstructured":"Hsu, C.W., Lin, C.J.: A comparison of methods for multi-class support vector machines. IEEE Transactions on Neural Networks\u00a013(2), 415\u2013425 (2002)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"114_CR10","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1023\/A:1012427100071","volume":"46","author":"C.-W. Hsu","year":"2002","unstructured":"Hsu, C.-W., Lin, C.-J.: A simple decomposition method for support vector machines. Machine Learning\u00a046, 291\u2013314 (2002)","journal-title":"Machine Learning"},{"key":"114_CR11","first-page":"251","volume-title":"Proceedings ESANN","author":"D.M.J. Tax","year":"1999","unstructured":"Tax, D.M.J., Duin, R.P.W.: Data domain description by support vectors. In: Proceedings ESANN, pp. 251\u2013256. D Facto, Brussels (1999)"},{"issue":"7","key":"114_CR12","doi-asserted-by":"publisher","first-page":"1443","DOI":"10.1162\/089976601750264965","volume":"13","author":"B. Scholkopf","year":"2001","unstructured":"Scholkopf, B., Platt, J., Shawe-Taylor, J., Smola, A.J., Williamson, R.C.: Estimating the support of a high-dimensional distribution. Neural Computation\u00a013(7), 1443\u20131471 (2001)","journal-title":"Neural Computation"},{"key":"114_CR13","doi-asserted-by":"crossref","unstructured":"Lyu, S., Farid, H.: Steganalysis using color wavelet statistics and one-class support vector machines. In: SPIE Symposium on Electronic Imaging, San Jose, CA (2004)","DOI":"10.1117\/12.526012"},{"key":"114_CR14","unstructured":"UCI-benchmark repository of artifical and real data sets, University of California Irvine, \n                  \n                    http:\/\/www.ics.uci.edu\/~mlearn"},{"key":"114_CR15","unstructured":"Chang, C.-C., Lin, C.J.: LIBSVM: a library for support vector machines (2001), software available at \n                  \n                    http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"}],"container-title":["Lecture Notes in Computer Science","Computational Science \u2013 ICCS 2007"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-72588-6_114","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,18]],"date-time":"2019-02-18T02:18:32Z","timestamp":1550456312000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-72588-6_114"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007]]},"ISBN":["9783540725879","9783540725886"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-72588-6_114","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2007]]}}}