{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T19:57:37Z","timestamp":1725566257902},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540235279"},{"type":"electronic","value":"9783540304630"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-30463-0_27","type":"book-chapter","created":{"date-parts":[[2010,9,23]],"date-time":"2010-09-23T21:28:22Z","timestamp":1285277302000},"page":"216-223","source":"Crossref","is-referenced-by-count":9,"title":["One-Class Support Vector Machines and Density Estimation: The Precise Relation"],"prefix":"10.1007","author":[{"given":"Alberto","family":"Mu\u00f1oz","sequence":"first","affiliation":[]},{"given":"Javier M.","family":"Moguerza","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"4","key":"27_CR1","first-page":"369","volume":"34","author":"E. Alpaydin","year":"1998","unstructured":"Alpaydin, E., Kaynak, C.: Cascading Classifiers. Kybernetika\u00a034(4), 369\u2013374 (1998)","journal-title":"Kybernetika"},{"issue":"3","key":"27_CR2","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1090\/S0002-9947-1950-0051437-7","volume":"68","author":"N. Aroszajn","year":"1950","unstructured":"Aroszajn, N.: Theory of Reproducing Kernels. Transactions of the American Mathematical Society\u00a068(3), 337\u2013404 (1950)","journal-title":"Transactions of the American Mathematical Society"},{"key":"27_CR3","volume-title":"Nonlinear Programming: Theory and Algorithms","author":"M.S. Bazaraa","year":"1993","unstructured":"Bazaraa, M.S., Sherali, H.D., Shetty, C.M.: Nonlinear Programming: Theory and Algorithms, 2nd edn. Wiley, New York (1993)","edition":"2"},{"key":"27_CR4","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1006\/jcss.1997.1507","volume":"55","author":"S. Ben-David","year":"1997","unstructured":"Ben-David, S., Lindenbaum, M.: Learning distributions by their density levels: a paradigm for learning without a teacher. Journal of Computer and System Sciences\u00a055, 171\u2013182 (1997)","journal-title":"Journal of Computer and System Sciences"},{"key":"27_CR5","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"},{"issue":"6","key":"27_CR6","doi-asserted-by":"publisher","first-page":"2300","DOI":"10.1214\/aos\/1030741073","volume":"25","author":"A. Cuevas","year":"1997","unstructured":"Cuevas, A., Fraiman, R.: A plug-in approach to support estimation. The Annals of Statistics\u00a025(6), 2300\u20132312 (1997)","journal-title":"The Annals of Statistics"},{"issue":"2","key":"27_CR7","doi-asserted-by":"publisher","first-page":"159","DOI":"10.2307\/3315115","volume":"7","author":"L. Devroye","year":"1979","unstructured":"Devroye, L.: Recursive estimation of the mode of a multivariate density. The Canadian Journal of Statistics\u00a07(2), 159\u2013167 (1979)","journal-title":"The Canadian Journal of Statistics"},{"key":"27_CR8","doi-asserted-by":"publisher","first-page":"480","DOI":"10.1137\/0138038","volume":"38","author":"L. Devroye","year":"1980","unstructured":"Devroye, L., Wise, G.: Detection of abnormal behavior via nonparametric estimation of the support. SIAM J. Appl. Math.\u00a038, 480\u2013488 (1980)","journal-title":"SIAM J. Appl. Math."},{"key":"27_CR9","first-page":"495","volume":"2","author":"G.S. Kimeldorf","year":"1971","unstructured":"Kimeldorf, G.S., Wahba, G.: A Correspondence between Bayesian Estimation on Stochastic Processes and Smoothing by Splines. Annals of Mathematical Statistics\u00a02, 495\u2013502 (1971)","journal-title":"Annals of Mathematical Statistics"},{"key":"27_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"763","DOI":"10.1007\/3-540-46084-5_124","volume-title":"Artificial Neural Networks - ICANN 2002","author":"J.M. Moguerza","year":"2002","unstructured":"Moguerza, J.M., Mu\u00f1oz, A., Martin-Merino, M.: Detecting the Number of Clusters Using a Support Vector Machine Approach. In: Dorronsoro, J.R. (ed.) ICANN 2002. LNCS, vol.\u00a02415, pp. 763\u2013768. Springer, Heidelberg (2002)"},{"key":"27_CR11","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1016\/S0925-2312(97)00068-4","volume":"18","author":"A. Mu\u00f1oz","year":"1998","unstructured":"Mu\u00f1oz, A., Muruzabal, J.: Self-Organizing Maps for Outlier Detection. Neurocomputing\u00a018, 33\u201360 (1998)","journal-title":"Neurocomputing"},{"issue":"9","key":"27_CR12","doi-asserted-by":"publisher","first-page":"1184","DOI":"10.1109\/TPAMI.2002.1033211","volume":"24","author":"G. R\u00e4tsch","year":"2002","unstructured":"R\u00e4tsch, G., Mika, S., Sch\u00f6lkopf, B., M\u00fcller, K.R.: Constructing Boosting Algorithms from SVMs: an Application to One-Class Classification. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a024(9), 1184\u20131199 (2002)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"issue":"7","key":"27_CR13","doi-asserted-by":"publisher","first-page":"1443","DOI":"10.1162\/089976601750264965","volume":"13","author":"B. Sch\u00f6lkopf","year":"2001","unstructured":"Sch\u00f6lkopf, B., Platt, J.C., 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":"27_CR14","volume-title":"Density Estimation for Statistics and Data Analysis","author":"B.W. Silverman","year":"1990","unstructured":"Silverman, B.W.: Density Estimation for Statistics and Data Analysis. Chapman and Hall, Boca Raton (1990)"},{"key":"27_CR15","doi-asserted-by":"publisher","first-page":"1991","DOI":"10.1016\/S0167-8655(99)00087-2","volume":"20","author":"D.M.J. Tax","year":"1999","unstructured":"Tax, D.M.J., Duin, R.P.W.: Support Vector Domain Description. Pattern Recognition Letters\u00a020, 1991\u20131999 (1999)","journal-title":"Pattern Recognition Letters"},{"key":"27_CR16","volume-title":"Solutions of ill-posed problems","author":"A.N. Tikhonov","year":"1977","unstructured":"Tikhonov, A.N., Arsenin, V.Y.: Solutions of ill-posed problems. John Wiley & Sons, New York (1977)"}],"container-title":["Lecture Notes in Computer Science","Progress in Pattern Recognition, Image Analysis and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-30463-0_27.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T04:01:03Z","timestamp":1620014463000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-30463-0_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540235279","9783540304630"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-30463-0_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2004]]}}}