{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T15:04:37Z","timestamp":1729609477332,"version":"3.28.0"},"reference-count":40,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,7]]},"DOI":"10.1109\/ijcnn.2016.7727527","type":"proceedings-article","created":{"date-parts":[[2016,11,8]],"date-time":"2016-11-08T16:15:56Z","timestamp":1478621756000},"page":"2617-2624","source":"Crossref","is-referenced-by-count":3,"title":["Combined nonlinear visualization and classification: ELMVIS++C"],"prefix":"10.1109","author":[{"given":"Andrey","family":"Gritsenko","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anton","family":"Akusok","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yoan","family":"Miche","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaj-Mikael","family":"Bjork","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephen","family":"Baek","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amaury","family":"Lendasse","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"journal-title":"ELMVIS+ code","year":"2016","author":"akusok","key":"ref39"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.cad.2005.10.011"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.cad.2010.12.006"},{"key":"ref32","article-title":"UCI Machine Learning Repository","author":"lichman","year":"2013","journal-title":"School of Information and Computer Sciences"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref30","first-page":"451","article-title":"Information retrieval perspective to nonlinear dimensionality reduction for data visualization","volume":"11","author":"venna","year":"2010","journal-title":"The Journal of Machine Learning Research"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2013.12.023"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.5566\/ias.1155"},{"key":"ref35","article-title":"Methods to evaluate segmentation and indexing techniques in the field of retinal ophthalmology (MESSIDOR)","author":"klein","year":"2016","journal-title":"Ecole des mines de Paris"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-6-1157-2013"},{"key":"ref10","first-page":"585","article-title":"Laplacian eigenmaps and spectral techniques for embedding and clustering","volume":"14","author":"belkin","year":"2001","journal-title":"Advances in neural information processing systems"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2015.2450498"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-1904-8","author":"jolliffe","year":"1986","journal-title":"Principal Component Analysis"},{"key":"ref13","first-page":"391","article-title":"Estimation of principal components and related models by iterative least squares","volume":"59","author":"wold","year":"1966","journal-title":"Multivariate Analysis"},{"key":"ref14","first-page":"457","article-title":"Linear projection based on noise variance estimation: Application to spectral data","author":"lendasse","year":"2008","journal-title":"Proceedings of ESANN 2008 European Symposium on Artificial Neural Networks Bruges (Belgium)"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1007\/978-3-319-28373-9_31","volume":"2","author":"akusok","year":"2016","journal-title":"Proceedings of ELM-2015"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.04.039"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2013.140"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2005.857540"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2005.12.126"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972238"},{"key":"ref4","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"},{"journal-title":"Generalized Inverse of A Matrix and Its Applications","year":"1971","author":"rao","key":"ref27"},{"key":"ref3","first-page":"682","article-title":"Mapping a manifold of perceptual observations","author":"tenenbaum","year":"1997","journal-title":"NIPS"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2009.11.019"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-39351-3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/BF00337288"},{"key":"ref8","first-page":"340","article-title":"Time series forecasting with SOM and local non-linear models - application to the DAX30 index prediction","author":"dablemont","year":"2003","journal-title":"Proceedings of the Workshop on Self-Organizing Maps"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACC.2002.1024500"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/T-C.1969.222678"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017953"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289565"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2009.2036259"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2011.2168604"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2010.12.042"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.01.063"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2013.12.002"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.875977"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s12530-010-9005-y"}],"event":{"name":"2016 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2016,7,24]]},"location":"Vancouver, BC, Canada","end":{"date-parts":[[2016,7,29]]}},"container-title":["2016 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7593175\/7726591\/07727527.pdf?arnumber=7727527","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,15]],"date-time":"2019-09-15T07:20:54Z","timestamp":1568532054000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7727527\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2016.7727527","relation":{},"subject":[],"published":{"date-parts":[[2016,7]]}}}