{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T23:51:58Z","timestamp":1729641118836,"version":"3.28.0"},"reference-count":28,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1109\/bigdata.2017.8257987","type":"proceedings-article","created":{"date-parts":[[2018,1,15]],"date-time":"2018-01-15T17:47:28Z","timestamp":1516038448000},"page":"716-725","source":"Crossref","is-referenced-by-count":4,"title":["S-Isomap++: Multi manifold learning from streaming data"],"prefix":"10.1109","author":[{"given":"Suchismit","family":"Mahapatra","sequence":"first","affiliation":[]},{"given":"Varun","family":"Chandola","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1037\/h0071325"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1145\/331499.331504"},{"key":"ref12","first-page":"521","author":"kouropteva","year":"2005","journal-title":"Incremental Locally Linear Embedding Algorithm"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.4135\/9781412985130"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1109\/TPAMI.2006.56"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1109\/SSP.2009.5278634"},{"key":"ref16","first-page":"1255","article-title":"Grouping and dimensionality reduction by locally linear embedding","author":"polito","year":"2002","journal-title":"Advances in NIPS"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","article-title":"Nonlinear dimensionality reduction by locally linear embedding","volume":"290","author":"roweis","year":"2000","journal-title":"Science"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1109\/CCGrid.2014.126"},{"doi-asserted-by":"publisher","key":"ref19","DOI":"10.1137\/1.9781611974973.84"},{"doi-asserted-by":"publisher","key":"ref28","DOI":"10.1016\/j.patcog.2011.01.019"},{"key":"ref4","first-page":"55","article-title":"Sparse manifold clustering and embedding","author":"elhamifar","year":"2011","journal-title":"Advances in NIPS"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"3429","DOI":"10.1109\/ICMLC.2004.1380379","article-title":"An extended isomap algorithm for learning multi-class manifold","volume":"6","author":"wu","year":"2004","journal-title":"Machine Learning and Cybernetics 2004 Proceedings of 2004 International Conference on"},{"key":"ref3","first-page":"2490","volume":"9","author":"duan","year":"2013","journal-title":"Evaluation of dimensionality-reduction methods from peptide folding-unfolding simulations"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1016\/j.ins.2016.01.069"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1109\/ICDM.2012.98"},{"key":"ref8","first-page":"120","article-title":"Semisupervised alignment of manifolds","author":"ham","year":"2005","journal-title":"AISTATS"},{"key":"ref7","first-page":"311","article-title":"A formula for angles between subspaces of inner product spaces","volume":"46","author":"gunawan","year":"2005","journal-title":"Contributions to Algebra and Geometry"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1155\/2015\/431047"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1016\/j.patcog.2015.04.003"},{"key":"ref1","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering","author":"belkin","year":"2002","journal-title":"Advances in NIPS 2002"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1109\/ICCV.2005.149"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1126\/science.290.5500.2319"},{"key":"ref21","article-title":"A comprehensive introduction to differential geometry","volume":"1","author":"spivak","year":"1979","journal-title":"Google Scholar"},{"key":"ref24","first-page":"66","article-title":"Dimensionality reduction: a comparative review","volume":"10","author":"van","year":"2009","journal-title":"Journal of Machine Learning Research"},{"doi-asserted-by":"publisher","key":"ref23","DOI":"10.1109\/ICPR.2010.267"},{"key":"ref26","article-title":"Nonlinear dimensionality reduction by semidefinite programming and kernel matrix factorization","author":"weinberger","year":"2005","journal-title":"AISTATS"},{"doi-asserted-by":"publisher","key":"ref25","DOI":"10.1145\/1390156.1390297"}],"event":{"name":"2017 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2017,12,11]]},"location":"Boston, MA","end":{"date-parts":[[2017,12,14]]}},"container-title":["2017 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8241556\/8257893\/08257987.pdf?arnumber=8257987","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T07:04:05Z","timestamp":1570604645000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8257987\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2017.8257987","relation":{},"subject":[],"published":{"date-parts":[[2017,12]]}}}