{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,14]],"date-time":"2026-05-14T15:54:28Z","timestamp":1778774068572,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":7,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540402176","type":"print"},{"value":"9783540448716","type":"electronic"}],"license":[{"start":{"date-parts":[[2003,1,1]],"date-time":"2003-01-01T00:00:00Z","timestamp":1041379200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2003]]},"DOI":"10.1007\/978-3-540-44871-6_45","type":"book-chapter","created":{"date-parts":[[2010,10,26]],"date-time":"2010-10-26T10:17:11Z","timestamp":1288088231000},"page":"386-394","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":29,"title":["Supervised Locally Linear Embedding Algorithm for Pattern Recognition"],"prefix":"10.1007","author":[{"given":"Olga","family":"Kouropteva","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oleg","family":"Okun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matti","family":"Pietik\u00e4inen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2003,9,18]]},"reference":[{"key":"45_CR1","unstructured":"de Ridder, D., Duin, R.P.W.: Locally linear embedding for classification. Technical Report PH-2002-01, Delft University of Technology (2002)"},{"key":"45_CR2","unstructured":"http:\/\/yann.lecun.com\/exdb\/mnist\/index.html"},{"key":"45_CR3","unstructured":"Kouropteva, O., Okun, O., Pietik\u00e4inen, M.: Classification of handwritten digits using supervised locally linear embedding algorithm and support vector machine. In: Proc. of the 11th European Symp. on Artificial Neural Networks, Bruges, Belgium (2003)"},{"key":"45_CR4","first-page":"873","volume-title":"Advances in Neural Information Processing Systems","author":"M. Meil\u0103","year":"2001","unstructured":"Meil\u0103, M., Shi, J.: Learning segmentation by random walks. In: Leen, T., Dietterich, T.G., Tresp, V. (eds.) Advances in Neural Information Processing Systems, vol.\u00a013, pp. 873\u2013879. MIT Press, Cambridge (2001)"},{"issue":"5500","key":"45_CR5","doi-asserted-by":"publisher","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"S.T. Roweis","year":"2000","unstructured":"Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science\u00a0290(5500), 2323\u20132326 (2000)","journal-title":"Science"},{"key":"45_CR6","unstructured":"Saul, L.K., Roweis, S.T.: Think globally, fit locally: unsupervised learning of nonlinear manifolds. Technical Report MS CIS-02-18, University of Pennsylvania (2002)"},{"key":"45_CR7","first-page":"511","volume-title":"Advances in Neural Information Processing Systems","author":"J. Shawe-Taylor","year":"2002","unstructured":"Shawe-Taylor, J., Cristianini, N.: One the concentration of spectral properties. In: Dietterich, T.G., Becker, S., Ghahramani, Z. (eds.) Advances in Neural Information Processing Systems, vol.\u00a014, pp. 511\u2013517. MIT Press, Cambridge (2002)"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition and Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-44871-6_45","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,10]],"date-time":"2020-02-10T04:07:07Z","timestamp":1581307627000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-44871-6_45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003]]},"ISBN":["9783540402176","9783540448716"],"references-count":7,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-44871-6_45","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2003]]},"assertion":[{"value":"18 September 2003","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}