{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,10]],"date-time":"2025-12-10T08:51:12Z","timestamp":1765356672542,"version":"3.28.0"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/ssci44817.2019.9002887","type":"proceedings-article","created":{"date-parts":[[2020,2,21]],"date-time":"2020-02-21T02:49:24Z","timestamp":1582253364000},"page":"1494-1501","source":"Crossref","is-referenced-by-count":5,"title":["Principal Component Analysis on Graph-Hessian"],"prefix":"10.1109","author":[{"given":"Yichen","family":"Pan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yicong","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weifeng","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liqiang","family":"Nie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015408"},{"article-title":"Columbia object image library (coil-20)","year":"1996","author":"nene","key":"ref32"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-27257-7_14"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/34.291440"},{"key":"ref10","first-page":"1783","article-title":"Probabilistic non-linear principal component analysis with Gaussian process latent variable models","volume":"6","author":"lawrence","year":"2005","journal-title":"Journal of Machine Learning Research"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"1542","DOI":"10.1016\/j.sigpro.2009.11.001","article-title":"Adaptive kernel principal component analysis","volume":"90","author":"ding","year":"2010","journal-title":"Signal Processing"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2014.12.027"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.274"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.448"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.322"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"5591","DOI":"10.1073\/pnas.1031596100","article-title":"Hessian eigenmaps: Locally linear embedding techniques for high-dimensional data","volume":"100","author":"donoho","year":"2003","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"ref18","first-page":"979","article-title":"Semi-supervised regression using Hessian energy with an application to semi-supervised dimensionality reduction","author":"kim","year":"2009","journal-title":"Advances in neural information processing systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2255302"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/BF02592073"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143880"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2016892"},{"journal-title":"Principal Component Analysis","year":"2011","author":"jolliffe","key":"ref3"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1198\/106186006X113430"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2010.01.019"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2007.06.007"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2018.07.021"},{"journal-title":"Generalized Principal Component Analysis","year":"2016","author":"rene","key":"ref2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.01.015"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2014.08.002"},{"key":"ref22","first-page":"510","volume":"7","author":"petersen","year":"2008","journal-title":"The Matrix Cookbook Technical University of Denmark"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.1090\/cbms\/050","author":"eells","year":"1983","journal-title":"Selected topics in harmonic maps American Mathematical Soc"},{"article-title":"The augmented lagrange multiplier method for exact recovery of corrupted low-rank matrices","year":"2010","author":"lin","key":"ref24"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1137\/080738970"},{"key":"ref25","article-title":"Sparse and low-rank matrix decomposition via alternating direction methods","volume":"12","author":"yuan","year":"2009"}],"event":{"name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","start":{"date-parts":[[2019,12,6]]},"location":"Xiamen, China","end":{"date-parts":[[2019,12,9]]}},"container-title":["2019 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8975711\/9002648\/09002887.pdf?arnumber=9002887","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T17:53:44Z","timestamp":1658080424000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9002887\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/ssci44817.2019.9002887","relation":{},"subject":[],"published":{"date-parts":[[2019,12]]}}}