{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T15:55:52Z","timestamp":1776182152054,"version":"3.50.1"},"reference-count":68,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001807","name":"S\u00e3o Paulo Research Foundation","doi-asserted-by":"publisher","award":["2014\/03535-5"],"award-info":[{"award-number":["2014\/03535-5"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"S\u00e3o Paulo Research Foundation","doi-asserted-by":"publisher","award":["2014\/19401-8"],"award-info":[{"award-number":["2014\/19401-8"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002322","name":"Coordination for the Improvement of Higher Education Personnel through the DeepEyes Project","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Capes\u2013Cofecub","award":["831\/15"],"award-info":[{"award-number":["831\/15"]}]},{"DOI":"10.13039\/501100003593","name":"National Council for Scientific and Technological Development","doi-asserted-by":"publisher","award":["477692\/2012-5"],"award-info":[{"award-number":["477692\/2012-5"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"National Council for Scientific and Technological Development","doi-asserted-by":"publisher","award":["304352\/2012-8"],"award-info":[{"award-number":["304352\/2012-8"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"National Council for Scientific and Technological Development","doi-asserted-by":"publisher","award":["308882\/2013-0"],"award-info":[{"award-number":["308882\/2013-0"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"National Council for Scientific and Technological Development","doi-asserted-by":"publisher","award":["483370\/2013-4"],"award-info":[{"award-number":["483370\/2013-4"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"National Council for Scientific and Technological Development","doi-asserted-by":"publisher","award":["477662\/2013-7"],"award-info":[{"award-number":["477662\/2013-7"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"National Council for Scientific and Technological Development","doi-asserted-by":"publisher","award":["454082\/2014-2"],"award-info":[{"award-number":["454082\/2014-2"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2016,1]]},"DOI":"10.1109\/tifs.2015.2442527","type":"journal-article","created":{"date-parts":[[2015,6,5]],"date-time":"2015-06-05T19:14:07Z","timestamp":1433531647000},"page":"5-18","source":"Crossref","is-referenced-by-count":34,"title":["Manifold Learning and Spectral Clustering for Image Phylogeny Forests"],"prefix":"10.1109","volume":"11","author":[{"given":"Marina A.","family":"Oikawa","sequence":"first","affiliation":[]},{"given":"Zanoni","family":"Dias","sequence":"additional","affiliation":[]},{"given":"Anderson","family":"de Rezende Rocha","sequence":"additional","affiliation":[]},{"given":"Siome","family":"Goldenstein","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"308","article-title":"Manifold learning-based phoneme recognition","author":"chen","year":"2009","journal-title":"Proc Int Conf Image Anal Process"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2004.1326712"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.55"},{"key":"ref32","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-73750-6","volume":"58","author":"gorban","year":"2008","journal-title":"Principal Manifolds for Data Visualization and Dimension Reduction"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/38.946629"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/358669.358692"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2315209"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2013.6721338"},{"key":"ref35","first-page":"4099","article-title":"Local manifold learning-based k-nearest-neighbor for hyperspectral image classification","volume":"48","author":"ma","year":"2010","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2007.906575"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/FSKD.2009.792"},{"key":"ref62","first-page":"214","article-title":"The Laplacian matrix of a graph","volume":"65","author":"bapat","year":"1996","journal-title":"Math Student"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.181"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/S0024-3795(97)10080-5"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2014.7026081"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972771.13"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2011.6123127"},{"key":"ref65","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","author":"ng","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref66","doi-asserted-by":"crossref","DOI":"10.56021\/9781421407944","article-title":"Symmetric eigenvalue problems","author":"golub","year":"2013","journal-title":"Matrix Computations"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2007.09.014"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/BF01386390"},{"key":"ref68","first-page":"845","article-title":"Spectral clustering of biological sequence data","author":"pentney","year":"2005","journal-title":"Proc 20th Nat Conf Artif Intell"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1497577.1497578"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2005.845141"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2006.886278"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS.2010.5711452"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1874198"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2014.7026082"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2013.07.011"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/MMSP.2013.6659271"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MMUL.2013.17"},{"key":"ref50","first-page":"112","article-title":"A sparse-grid-based out-of-sample extension for dimensionality reduction and clustering with Laplacian eigenmaps","volume":"7106","author":"peherstorfer","year":"2011","journal-title":"Proc Adv Artif Intell"},{"key":"ref51","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-03943-5","author":"strange","year":"2014","journal-title":"Open Problems in Spectral Dimensionality Reduction"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.3115\/1118693.1118709"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011174803800"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref56","first-page":"177","article-title":"Spectral clustering","author":"liu","year":"2014","journal-title":"Data Clustering Algorithms and Applications"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-007-9033-z"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1201\/b11644-19"},{"key":"ref53","author":"chung","year":"1997","journal-title":"Spectral Graph Theory"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-33037-0_14"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.1999.0825"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023709501986"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2291497"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/34.598228"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.5244\/C.27.8"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238663"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383266"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638090"},{"key":"ref17","first-page":"639","author":"weston","year":"2012","journal-title":"Deep Learning Via Semi-supervised Embedding"},{"key":"ref18","first-page":"633","article-title":"Manifold learning of brain MRIs by deep learning","author":"brosch","year":"2013","journal-title":"Proc Med Image Comput Comput -Assist Intervent"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1002\/net.3230070103"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2014.2330519"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.011"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2011.2169959"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1201\/b17320","author":"aggarwal","year":"2014","journal-title":"Data Clustering Algorithms and Applications"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2014.2340017"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.forsciint.2013.05.002"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85920-8_48"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/jocn.1991.3.1.71"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-21579-2_31"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1031596100"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.56"},{"key":"ref47","first-page":"177","article-title":"Out-of-sample extensions for LLE, Isomap, MDS, eigenmaps, and spectral clustering","author":"bengio","year":"2003","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2323"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","article-title":"A global geometric framework for nonlinear dimensionality reduction","volume":"290","author":"tenenbaum","year":"2000","journal-title":"Science"},{"key":"ref44","first-page":"955","article-title":"Diffusion maps, spectral clustering and eigenfunctions of Fokker–Planck operators","volume":"18","author":"nadler","year":"2005","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref43","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering","volume":"14","author":"belkin","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst"}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10206\/7313073\/7118711.pdf?arnumber=7118711","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,11]],"date-time":"2023-08-11T04:58:09Z","timestamp":1691729889000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7118711\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1]]},"references-count":68,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tifs.2015.2442527","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"value":"1556-6013","type":"print"},{"value":"1556-6021","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,1]]}}}