{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T18:03:32Z","timestamp":1725559412739},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540263203"},{"type":"electronic","value":"9783540315667"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11499145_96","type":"book-chapter","created":{"date-parts":[[2010,7,14]],"date-time":"2010-07-14T09:48:02Z","timestamp":1279100882000},"page":"950-959","source":"Crossref","is-referenced-by-count":0,"title":["Nonlinear Dimensionality Reduction Using Circuit Models"],"prefix":"10.1007","author":[{"given":"Fredrik","family":"Andersson","sequence":"first","affiliation":[]},{"given":"Jens","family":"Nilsson","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"96_CR1","unstructured":"Andersson, F., Nilsson, J.: Circuit models for manifold learning. Tech. rep., Lund University (2005)"},{"key":"96_CR2","doi-asserted-by":"crossref","unstructured":"Balasubramanian, M., Schwartz, E.L., Tenenbaum, J.B., de Silva, V., Langford, J.C.: The Isomap algorithm and topological stability. Science\u00a0295 (2002)","DOI":"10.1126\/science.295.5552.7a"},{"key":"96_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":"96_CR4","unstructured":"Bernstein, M., de Silva, V., Langford, J.C., Tenenbaum, J.B.: Graph approximations to geodesics on embedded manifolds. Tech. rep., Stanford University (2000)"},{"key":"96_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4899-3184-9","volume-title":"Introduction to multivariate analysis","author":"C. Chatfield","year":"1980","unstructured":"Chatfield, C., Collins, A.J.: Introduction to multivariate analysis. Chapman & Hall, London (1980)"},{"key":"96_CR6","series-title":"Monographs on Statistics and Applied Probability","volume-title":"Multidimensional scaling","author":"T.F. Cox","year":"1994","unstructured":"Cox, T.F., Cox, M.A.A.: Multidimensional scaling. Monographs on Statistics and Applied Probability, vol.\u00a059. Chapman & Hall, London (1994)"},{"key":"96_CR7","first-page":"705","volume":"15","author":"V. Silva de","year":"2003","unstructured":"de Silva, V., Tenenbaum, J.: Global versus local methods in nonlinear dimensionality reduction. Neural Information Processing Systems\u00a015, 705\u2013712 (2003)","journal-title":"Neural Information Processing Systems"},{"key":"96_CR8","doi-asserted-by":"publisher","first-page":"5591","DOI":"10.1073\/pnas.1031596100","volume":"100","author":"D. Donoho","year":"2003","unstructured":"Donoho, D., Grimes, C.: Hessian Eigenmaps: Locally linear embedding techniques for high-dimensional data. Proc. Natl. Acad. Sci.\u00a0100, 5591\u20135596 (2003)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"96_CR9","volume-title":"ICML 2004: Twenty-first international conference on Machine learning","author":"J. Ham","year":"2004","unstructured":"Ham, J., Lee, D.D., Mika, S., Sch\u00f6lkopf, B.: A kernel view of the dimensionality reduction of manifolds. In: ICML 2004: Twenty-first international conference on Machine learning. ACM Press, New York (2004)"},{"key":"96_CR10","volume-title":"Principal component analysis","author":"I.T. Jolliffe","year":"2002","unstructured":"Jolliffe, I.T.: Principal component analysis. Springer, New York (2002)"},{"key":"96_CR11","unstructured":"Lafon, S.: Diffusion maps and geometric harmonics. Doctorate thesis, Yale University (2004)"},{"key":"96_CR12","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, 2323\u20132326 (2000)","journal-title":"Science"},{"key":"96_CR13","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\u20132322 (2000)","journal-title":"Science"}],"container-title":["Lecture Notes in Computer Science","Image Analysis"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11499145_96.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T06:41:50Z","timestamp":1619505710000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11499145_96"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540263203","9783540315667"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/11499145_96","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}