{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T03:21:17Z","timestamp":1729653677265,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,9]]},"DOI":"10.1109\/mlsp.2012.6349786","type":"proceedings-article","created":{"date-parts":[[2012,11,15]],"date-time":"2012-11-15T12:14:10Z","timestamp":1352981650000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["Nonlinear data description with Principal Polynomial Analysis"],"prefix":"10.1109","author":[{"given":"V.","family":"Laparra","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Tuia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Jimenez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G.","family":"Camps-Valls","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Malo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"journal-title":"VCI Machine Learning Repository","year":"2010","author":"frank","key":"22"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"23","article-title":"Remote sensing image processing morgan & claypool publishersl aportec ov sa sept 2011 collection","author":"camps-valls","year":"0","journal-title":"Synthesis Lectures on Image Video and Multimedia Processing'"},{"key":"18","first-page":"44","author":"scholz","year":"2007","journal-title":"Nonlinear principal component analysis neural networks models and applications chapter 2"},{"key":"15","first-page":"339","article-title":"Curvilinear fixed effect model","volume":"10","author":"besse","year":"1995","journal-title":"Computational Statistics"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1002\/aic.690370209"},{"journal-title":"Principal Component Analysis","year":"2002","author":"jolliffe","key":"13"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176325746"},{"key":"11","first-page":"1249","article-title":"Locally defined principal curves and surfaces","volume":"12","author":"ozertem","year":"2011","journal-title":"JMLR"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00342"},{"journal-title":"VCI Machine Learning Repository Wine Data Set","year":"0","author":"forina","key":"21"},{"key":"3","first-page":"841","article-title":"Automatic alignment of local representations","volume":"15","author":"teh","year":"2003","journal-title":"NIPS"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"2","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":"1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-39351-3"},{"key":"10","first-page":"701","author":"einbeck","year":"2010","journal-title":"Data Compression and Regression Based on Local Principal Curves"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2106511"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176349519"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"4","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"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-005-4073-8"},{"key":"8","first-page":"451","article-title":"Information retrieval perspective to nonlinear dimensionality reduction for data visualization","volume":"11","author":"venna","year":"2010","journal-title":"J Mach Learn Res"}],"event":{"name":"2012 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)","start":{"date-parts":[[2012,9,23]]},"location":"Santander, Spain","end":{"date-parts":[[2012,9,26]]}},"container-title":["2012 IEEE International Workshop on Machine Learning for Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/6335571\/6349703\/06349786.pdf?arnumber=6349786","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T22:44:05Z","timestamp":1497998645000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6349786\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,9]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/mlsp.2012.6349786","relation":{},"subject":[],"published":{"date-parts":[[2012,9]]}}}