{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T05:22:57Z","timestamp":1725600177645},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642236860"},{"type":"electronic","value":"9783642236877"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-23687-7_8","type":"book-chapter","created":{"date-parts":[[2011,8,8]],"date-time":"2011-08-08T12:45:38Z","timestamp":1312807538000},"page":"82-91","source":"Crossref","is-referenced-by-count":4,"title":["Improved Support Vector Machines with Distance Metric Learning"],"prefix":"10.1007","author":[{"given":"Yunqiang","family":"Liu","sequence":"first","affiliation":[]},{"given":"Vicent","family":"Caselles","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"4","key":"8_CR1","doi-asserted-by":"publisher","first-page":"899","DOI":"10.1109\/TNN.2005.849821","volume":"16","author":"C. Domeniconi","year":"2005","unstructured":"Domeniconi, C., Gunopulos, D., Peng, J.: Large margin nearest neighbor classifiers. IEEE Transactions on Neural Networks\u00a016(4), 899\u2013909 (2005)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"8_CR2","unstructured":"Frank, A., Asuncion, A.: UCI machine learning repository, university of california, irvine, school of information and computer sciences (2010), http:\/\/archive.ics.uci.edu\/ml"},{"issue":"5-6","key":"8_CR3","doi-asserted-by":"publisher","first-page":"641","DOI":"10.1016\/S0893-6080(03)00103-5","volume":"16","author":"C. Furlanello","year":"2003","unstructured":"Furlanello, C., Serafini, M., Merler, S., Jurman, G.: An accelerated procedure for recursive feature ranking on microarray data. Neural Networks\u00a016(5-6), 641\u2013648 (2003)","journal-title":"Neural Networks"},{"issue":"1","key":"8_CR4","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1023\/A:1012487302797","volume":"46","author":"I. Guyon","year":"2002","unstructured":"Guyon, I., Weston, J., Barnhill, S., Vapnik, V.: Gene selection for cancer classification using support vector machines. Machine learning\u00a046(1), 389\u2013422 (2002)","journal-title":"Machine learning"},{"key":"8_CR5","doi-asserted-by":"crossref","unstructured":"LeCun, A., Boser, B., Denker, J.S., Henderson, D., Howard, R.E., Hubbard, W., Jackel, L.D.: Backpropagation applied to handwritten zip code recognition. Neural Computation, 541\u2013551 (1989)","DOI":"10.1162\/neco.1989.1.4.541"},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Nguyen, N., Guo, Y.: Metric Learning: A Support Vector Approach. Machine Learning and Knowledge Discovery in Databases, 125\u2013136 (2008)","DOI":"10.1007\/978-3-540-87481-2_9"},{"key":"8_CR7","doi-asserted-by":"crossref","unstructured":"Opelt, A., Pinz, A., Fussenegger, M., Auer, P.: Generic object recognition with boosting. IEEE Transactions on Pattern Analysis and Machine Intelligence, 416\u2013431 (2006)","DOI":"10.1109\/TPAMI.2006.54"},{"key":"8_CR8","first-page":"1357","volume":"3","author":"A. Rakotomamonjy","year":"2003","unstructured":"Rakotomamonjy, A.: Variable selection using svm based criteria. The Journal of Machine Learning Research\u00a03, 1357\u20131370 (2003)","journal-title":"The Journal of Machine Learning Research"},{"key":"8_CR9","first-page":"301","volume-title":"International Conference on Computer Vision","author":"D. Ramanan","year":"2009","unstructured":"Ramanan, D., Baker, S.: Local distance functions: A taxonomy, new algorithms, and an evaluation. In: International Conference on Computer Vision, pp. 301\u2013308. IEEE, Los Alamitos (2009)"},{"key":"8_CR10","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3264-1","volume-title":"The nature of statistical learning theory","author":"V.N. Vapnik","year":"2000","unstructured":"Vapnik, V.N.: The nature of statistical learning theory. Springer, Heidelberg (2000)"},{"issue":"5","key":"8_CR11","doi-asserted-by":"publisher","first-page":"1453","DOI":"10.1109\/TNN.2007.895909","volume":"18","author":"D. Wang","year":"2007","unstructured":"Wang, D., Yeung, D.S., Tsang, E.C.: Weighted mahalanobis distance kernels for support vector machines. IEEE Transactions on Neural Networks\u00a018(5), 1453\u20131462 (2007)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"8_CR12","first-page":"207","volume":"10","author":"K.Q. Weinberger","year":"2009","unstructured":"Weinberger, K.Q., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. The Journal of Machine Learning Research\u00a010, 207\u2013244 (2009)","journal-title":"The Journal of Machine Learning Research"},{"key":"8_CR13","first-page":"1800","volume-title":"IEEE International Conference on Computer Vision","author":"J. Winn","year":"2005","unstructured":"Winn, J., Criminisi, A., Minka, T.: Object categorization by learned universal visual dictionary. In: IEEE International Conference on Computer Vision, vol.\u00a02, pp. 1800\u20131807. IEEE, Los Alamitos (2005)"},{"key":"8_CR14","unstructured":"Xing, E.P., Ng, A.Y., Jordan, M.I., Russell, S.: Distance metric learning with application to clustering with side-information. Advances in Neural Information Processing Systems, 521\u2013528 (2003)"}],"container-title":["Lecture Notes in Computer Science","Advanced Concepts for Intelligent Vision Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23687-7_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,13]],"date-time":"2019-06-13T22:19:21Z","timestamp":1560464361000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23687-7_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642236860","9783642236877"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23687-7_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}