{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T07:41:16Z","timestamp":1725522076847},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540896456"},{"type":"electronic","value":"9783540896463"}],"license":[{"start":{"date-parts":[[2008,1,1]],"date-time":"2008-01-01T00:00:00Z","timestamp":1199145600000},"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":[[2008]]},"DOI":"10.1007\/978-3-540-89646-3_5","type":"book-chapter","created":{"date-parts":[[2008,12,2]],"date-time":"2008-12-02T04:39:28Z","timestamp":1228192768000},"page":"43-54","source":"Crossref","is-referenced-by-count":11,"title":["LDR-LLE: LLE with Low-Dimensional Neighborhood Representation"],"prefix":"10.1007","author":[{"given":"Yair","family":"Goldberg","sequence":"first","affiliation":[]},{"given":"Ya\u2019acov","family":"Ritov","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"5_CR1","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":"5_CR2","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"J.B. Tenenbaum","year":"2000","unstructured":"Tenenbaum, J.B., de Silva, V., Langford, J.C.: A global geometric framework for nonlinear dimensionality reduction. Science\u00a0290, 2319\u20132323 (2000)","journal-title":"Science"},{"key":"5_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. Comp.\u00a015, 1373\u20131396 (2003)","journal-title":"Neural. Comp."},{"key":"5_CR4","doi-asserted-by":"publisher","first-page":"5591","DOI":"10.1073\/pnas.1031596100","volume":"100","author":"D.L. Donoho","year":"2004","unstructured":"Donoho, D.L., Grimes, C.: Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data. Proc. Natl. Acad. Sci. U.S.A.\u00a0100, 5591\u20135596 (2004)","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"key":"5_CR5","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1137\/S1064827502419154","volume":"26","author":"Z.Y. Zhang","year":"2004","unstructured":"Zhang, Z.Y., Zha, H.Y.: Principal manifolds and nonlinear dimensionality reduction via tangent space alignment. SIAM J. Sci. Comp.\u00a026, 313\u2013338 (2004)","journal-title":"SIAM J. Sci. Comp."},{"issue":"1","key":"5_CR6","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/s11263-005-4939-z","volume":"70","author":"K.Q. Weinberger","year":"2006","unstructured":"Weinberger, K.Q., Saul, L.K.: Unsupervised learning of image manifolds by semidefinite programming. International Journal of Computer Vision\u00a070(1), 77\u201390 (2006)","journal-title":"International Journal of Computer Vision"},{"key":"5_CR7","doi-asserted-by":"crossref","unstructured":"Xu, W., Lifang, X., Dan, Y., Zhiyan, H.: Speech visualization based on locally linear embedding (lle) for the hearing impaired. In: BMEI (2), pp. 502\u2013505 (2008)","DOI":"10.1109\/BMEI.2008.356"},{"key":"5_CR8","first-page":"147","volume-title":"CGIV 2005: Proceedings of the International Conference on Computer Graphics, Imaging and Visualization","author":"R. Shi","year":"2005","unstructured":"Shi, R., Shen, I.F., Chen, W.: Image denoising through locally linear embedding. In: CGIV 2005: Proceedings of the International Conference on Computer Graphics, Imaging and Visualization, pp. 147\u2013152. IEEE Computer Society, Los Alamitos (2005)"},{"key":"5_CR9","doi-asserted-by":"publisher","first-page":"1017","DOI":"10.1109\/TSMCA.2007.906575","volume":"37","author":"J. Chen","year":"2007","unstructured":"Chen, J., Wang, R., Yan, S., Shan, S., Chen, X., Gao, W.: Enhancing human face detection by resampling examples through manifolds. IEEE Transactions on Systems, Man and Cybernetics, Part A\u00a037, 1017\u20131028 (2007)","journal-title":"IEEE Transactions on Systems, Man and Cybernetics, Part A"},{"key":"5_CR10","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1007\/s10822-004-5319-9","volume":"18","author":"P. L\u2019Heureux","year":"2004","unstructured":"L\u2019Heureux, P., Carreau, J., Bengio, Y., Delalleau, O., Yue, S.: Locally linear embedding for dimensionality reduction in qsar. J. Comput. Aided Mol. Des.\u00a018, 475\u2013482 (2004)","journal-title":"J. Comput. Aided Mol. Des."},{"key":"5_CR11","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1016\/j.jtbi.2004.07.023","volume":"232","author":"M. Wang","year":"2005","unstructured":"Wang, M., Yang, H., Xu, Z., Chou, K.: SLLE for predicting membrane protein types. J. Theor. Biol.\u00a0232, 7\u201315 (2005)","journal-title":"J. Theor. Biol."},{"key":"5_CR12","first-page":"182","volume":"26","author":"X. Xu","year":"2006","unstructured":"Xu, X., Wu, F., Hu, Z., Luo, A.: A novel method for the determination of redshifts of normal galaxies by non-linear dimensionality reduction. Spectroscopy and Spectral Analysis\u00a026, 182\u2013186 (2006)","journal-title":"Spectroscopy and Spectral Analysis"},{"key":"5_CR13","doi-asserted-by":"crossref","unstructured":"Hadid, A., Pietik\u00e4inen, M.: Efficient locally linear embeddings of imperfect manifolds. Machine Learning and Data Mining in Pattern Recognition, 188\u2013201 (2003)","DOI":"10.1007\/3-540-45065-3_17"},{"key":"5_CR14","doi-asserted-by":"publisher","first-page":"1053","DOI":"10.1016\/j.patcog.2005.07.011","volume":"39","author":"H. Chang","year":"2006","unstructured":"Chang, H., Yeung, D.Y.: Robust locally linear embedding. Pattern Recognition\u00a039, 1053\u20131065 (2006)","journal-title":"Pattern Recognition"},{"key":"5_CR15","doi-asserted-by":"publisher","first-page":"1768","DOI":"10.1016\/j.neucom.2005.12.120","volume":"69","author":"C. Varini","year":"2006","unstructured":"Varini, C., Degenhard, A., Nattkemper, T.W.: ISOLLE: LLE with geodesic distance. Neurocomputing\u00a069, 1768\u20131771 (2006)","journal-title":"Neurocomputing"},{"key":"5_CR16","doi-asserted-by":"crossref","unstructured":"Wang, H., Zheng, J., Yao, Z., Li, L.: Improved locally linear embedding through new distance computing. In: Advances in Neural Networks - ISNN 2006, pp. 1326\u20131333 (2006)","DOI":"10.1007\/11759966_197"},{"key":"5_CR17","first-page":"1593","volume-title":"Advances in Neural Information Processing Systems","author":"Z. Zhang","year":"2007","unstructured":"Zhang, Z., Wang, J.: MLLE: Modified locally linear embedding using multiple weights. In: Sch\u00f6lkopf, B., Platt, J., Hoffman, T. (eds.) Advances in Neural Information Processing Systems, vol.\u00a019, pp. 1593\u20131600. MIT Press, Cambridge (2007)"},{"key":"5_CR18","first-page":"119","volume":"4","author":"L.K. Saul","year":"2003","unstructured":"Saul, L.K., Roweis, S.T.: Think globally, fit locally: Unsupervised learning of low-dimensional manifolds. J. Mach. Learn. Res.\u00a04, 119\u2013155 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"5_CR19","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-39351-3","volume-title":"Nonlinear Dimensionality Reduction","author":"J.A. Lee","year":"2007","unstructured":"Lee, J.A., Verleysen, M.: Nonlinear Dimensionality Reduction. Springer, Berlin (2007)"},{"key":"5_CR20","unstructured":"Saul, L.K., Roweis, S.T.: Locally linear embedding (LLE) website, http:\/\/www.cs.toronto.edu\/~roweis\/lle\/"},{"key":"5_CR21","volume-title":"Matrix Computations","author":"G.H. Golub","year":"1983","unstructured":"Golub, G.H., Loan, C.F.V.: Matrix Computations. Johns Hopkins University Press, Baltimore (1983)"},{"key":"5_CR22","doi-asserted-by":"publisher","first-page":"1799","DOI":"10.1016\/j.patcog.2006.03.019","volume":"39","author":"F. Wu","year":"2006","unstructured":"Wu, F., Hu, Z.: The LLE and a linear mapping. Pattern Recognition\u00a039, 1799\u20131804 (2006)","journal-title":"Pattern Recognition"},{"key":"5_CR23","unstructured":"Tenenbaum, J.B., de Silva, V., Langford, J.C.: Isomap website, http:\/\/isomap.stanford.edu\/"},{"key":"5_CR24","first-page":"1909","volume":"9","author":"Y. Goldberg","year":"2008","unstructured":"Goldberg, Y., Zakai, A., Kushnir, D., Ritov, Y.: Manifold learning: The price of normalization. J. Mach. Learn. Res.\u00a09, 1909\u20131939 (2008)","journal-title":"J. Mach. Learn. Res."}],"container-title":["Lecture Notes in Computer Science","Advances in Visual Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-89646-3_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T18:29:26Z","timestamp":1557944966000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-89646-3_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540896456","9783540896463"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-89646-3_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2008]]}}}