{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T13:59:04Z","timestamp":1770991144695,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540263067","type":"print"},{"value":"9783540315780","type":"electronic"}],"license":[{"start":{"date-parts":[[2005,1,1]],"date-time":"2005-01-01T00:00:00Z","timestamp":1104537600000},"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":[[2005]]},"DOI":"10.1007\/11494683_16","type":"book-chapter","created":{"date-parts":[[2010,7,14]],"date-time":"2010-07-14T03:21:05Z","timestamp":1279077665000},"page":"156-164","source":"Crossref","is-referenced-by-count":61,"title":["Half-Against-Half Multi-class Support Vector Machines"],"prefix":"10.1007","author":[{"given":"Hansheng","family":"Lei","sequence":"first","affiliation":[]},{"given":"Venu","family":"Govindaraju","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"16_CR1","doi-asserted-by":"crossref","unstructured":"Boser, B., Guyon, I., Vapnik, V.: A training algorithm for optimal margin classifiers. In: Haussler, D. (ed.) 5th Annual ACM Workshop on COLT, pp. 144\u2013152 (1992)","DOI":"10.1145\/130385.130401"},{"key":"16_CR2","doi-asserted-by":"crossref","unstructured":"Bredensteiner, E., Bennet, K.: Multicategory classification by support vector machines. In: Computational Optimizations and Applications, vol.\u00a012, pp. 53\u201379 (1999)","DOI":"10.1007\/978-1-4615-5197-3_5"},{"key":"16_CR3","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1162\/15324430260185628","volume":"2","author":"K. Crammer","year":"2001","unstructured":"Crammer, K., Singer, Y.: On the algorithmic implementation of multiclass kernel-based vector machines. Journal of Machine Learning Research\u00a02, 265\u2013292 (2001)","journal-title":"Journal of Machine Learning Research"},{"key":"16_CR4","volume-title":"Statistical Learning Theory","author":"V. Vapnik","year":"1998","unstructured":"Vapnik, V.: Statistical Learning Theory. Wiley, New York (1998)"},{"key":"16_CR5","first-page":"255","volume-title":"Advances in Kernel Methods: Support Vector Learnings","author":"U. Kre\u00dfel","year":"1999","unstructured":"Kre\u00dfel, U.: Pairwise classification and support vector machines. In: Advances in Kernel Methods: Support Vector Learnings, pp. 255\u2013268. MIT Press, Cambridge (1999)"},{"key":"16_CR6","unstructured":"Platt, J., Cristianini, N., Shawe-Taylor, J.: Large margin DAGs for multiclass classification. In: Advances in Neural Information Processing Systems, vol.\u00a012, pp. 547\u2013553 (2000)"},{"key":"16_CR7","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1109\/TNN.2002.1000139","volume":"13","author":"C. Hsu","year":"2002","unstructured":"Hsu, C., Lin, C.: A comparison of methods for multi-class support vector machines. IEEE Transactions on Neural Networks\u00a013, 415\u2013425 (2002)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"16_CR8","first-page":"101","volume":"5","author":"R. Rifin","year":"2004","unstructured":"Rifin, R., Klautau, A.: In defense of one vs-all-classification. Journal of Machine Learning Research\u00a05, 101\u2013141 (2004)","journal-title":"Journal of Machine Learning Research"},{"key":"16_CR9","unstructured":"Hettich, S., Bay, S.: The UCI KDD archive (1999)"},{"key":"16_CR10","unstructured":"Liu, X., Xing, H., Wang, X.: A multistage support vector machine. In: The 2nd International Conference on Machine Learning and Cybernetics, pp. 1305\u20131308 (2003)"},{"key":"16_CR11","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1162\/15324430260185565","volume":"2","author":"A. Ben-Hur","year":"2001","unstructured":"Ben-Hur, A., Horn, D., Siegelmann, H., Vapnik, V.: Support vector clustering. Journal of Machine Learning Research\u00a02, 125\u2013137 (2001)","journal-title":"Journal of Machine Learning Research"},{"key":"16_CR12","first-page":"185","volume-title":"Advances in Kernel Methods - Support Vector Learning","author":"J. Platt","year":"1999","unstructured":"Platt, J.: Fast training of support vector machines using sequential minimal optimization. In: Advances in Kernel Methods - Support Vector Learning, pp. 185\u2013208. MIT Press, Cambridge (1999)"},{"key":"16_CR13","unstructured":"Chang, C., Lin, C.: Libsvm: a library for support vector machines (2001)"},{"key":"16_CR14","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., Williamson, R., Bartlett, P.: New support vector algorithms. Neural Computation\u00a012, 1207\u20131245 (2000)","journal-title":"Neural Computation"}],"container-title":["Lecture Notes in Computer Science","Multiple Classifier Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11494683_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T20:05:23Z","timestamp":1558296323000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11494683_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540263067","9783540315780"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/11494683_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2005]]}}}