{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T02:05:36Z","timestamp":1749780336536,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":10,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642217340"},{"type":"electronic","value":"9783642217357"}],"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\/978-3-642-21735-7_43","type":"book-chapter","created":{"date-parts":[[2011,6,12]],"date-time":"2011-06-12T12:10:52Z","timestamp":1307880652000},"page":"347-354","source":"Crossref","is-referenced-by-count":3,"title":["An Empirical Study on the Performance of Spectral Manifold Learning Techniques"],"prefix":"10.1007","author":[{"given":"Peter","family":"Mysling","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S\u00f8ren","family":"Hauberg","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kim Steenstrup","family":"Pedersen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"43_CR1","doi-asserted-by":"publisher","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"S. Roweis","year":"2000","unstructured":"Roweis, S., Saul, L.: Nonlinear Dimensionality Reduction by Locally Linear Embedding. Science\u00a0290, 2323\u20132326 (2000)","journal-title":"Science"},{"key":"43_CR2","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"J. Tenenbaum","year":"2000","unstructured":"Tenenbaum, J., de Silva, V., Langford, J.: A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science\u00a0290, 2319\u20132323 (2000)","journal-title":"Science"},{"key":"43_CR3","doi-asserted-by":"publisher","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M. Belkin","year":"2003","unstructured":"Belkin, M., Niyogi, P.: Laplacian Eigenmaps for Dimensionality Reduction and Data Representation. Neural Computation\u00a015, 1373\u20131396 (2003)","journal-title":"Neural Computation"},{"key":"43_CR4","first-page":"977","volume-title":"NIPS","author":"M. Brand","year":"2003","unstructured":"Brand, M.: Charting a Manifold. In: NIPS, vol.\u00a015, pp. 977\u2013984. IEEE Press, Los Alamitos (2003)"},{"key":"43_CR5","first-page":"5591","volume-title":"PNAS","author":"D.L. Donoho","year":"2003","unstructured":"Donoho, D.L., Grimes, C.: Hessian Eigenmaps: Locally Linear Embedding Techniques for High-dimensional Data. In: PNAS, vol.\u00a0100, pp. 5591\u20135596. National Academy Sciences, Washington (2003)"},{"key":"43_CR6","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1137\/S1064827502419154","volume":"26","author":"Z. Zhang","year":"2004","unstructured":"Zhang, Z., Zha, H.: Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment. SIAM J. Sci. Comput.\u00a026, 313\u2013338 (2004)","journal-title":"SIAM J. Sci. Comput."},{"key":"43_CR7","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/j.acha.2006.04.006","volume":"21","author":"R.R. Coifman","year":"2006","unstructured":"Coifman, R.R., Lafon, S.: Diffusion Maps. Applied and Computational Harmonics Analysis\u00a021, 5\u201330 (2006)","journal-title":"Applied and Computational Harmonics Analysis"},{"key":"43_CR8","first-page":"1154","volume-title":"Proc. of IEEE Intl. Conf. on Multimedia and Expo","author":"M.C. Yeh","year":"2005","unstructured":"Yeh, M.C., Lee, I.H., Wu, G., Wu, Y., Chang, E.Y.: Manifold Learning, a Promised Land or Work in Progress. In: Proc. of IEEE Intl. Conf. on Multimedia and Expo, pp. 1154\u20131157. IEEE Press, New York (2005)"},{"key":"43_CR9","doi-asserted-by":"crossref","unstructured":"Niskanen, M., Silven, O.: Comparison of Dimensionality Reduction Methods for Wood Surface Inspection. In: Proc. of the 6th Intl. Conference on Quality Control by Artificial Vision, pp. 179\u2013188 (2003)","DOI":"10.1117\/12.514959"},{"key":"43_CR10","unstructured":"van der Maaten, L., Postma, E.O., van den Herik, H.J.: Dimensionality Reduction: A Comparative Review. Technical report, Tilburg Uni (2009)"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks and Machine Learning \u2013 ICANN 2011"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-21735-7_43","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,28]],"date-time":"2019-03-28T13:59:38Z","timestamp":1553781578000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-21735-7_43"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642217340","9783642217357"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-21735-7_43","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}