{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T19:13:51Z","timestamp":1772133231015,"version":"3.50.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2021,7,1]],"date-time":"2021-07-01T00:00:00Z","timestamp":1625097600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2021,7]]},"DOI":"10.1109\/tcyb.2020.3028931","type":"journal-article","created":{"date-parts":[[2020,11,11]],"date-time":"2020-11-11T21:18:13Z","timestamp":1605129493000},"page":"3602-3615","source":"Crossref","is-referenced-by-count":99,"title":["Joint and Progressive Subspace Analysis (JPSA) With Spatial\u2013Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction"],"prefix":"10.1109","volume":"51","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3212-9584","authenticated-orcid":false,"given":"Danfeng","family":"Hong","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7321-4590","authenticated-orcid":false,"given":"Naoto","family":"Yokoya","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4817-2875","authenticated-orcid":false,"given":"Jocelyn","family":"Chanussot","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2348-125X","authenticated-orcid":false,"given":"Jian","family":"Xu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5530-3613","authenticated-orcid":false,"given":"Xiao Xiang","family":"Zhu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.10.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.120"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2899129"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2020.2979764"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2019.09.008"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2651639"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2890705"},{"key":"ref36","first-page":"1027","article-title":"Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis","volume":"8","author":"sugiyama","year":"2007","journal-title":"J Mach Learn Res"},{"key":"ref35","first-page":"153","article-title":"Locality preserving projections","author":"he","year":"2004","journal-title":"Proc NIPS"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7439(87)80084-9"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2020.06.014"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2944599"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2014.2329330"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2484324"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01237-3_29"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2905793"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.03.005"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2200106"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2945122"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.09.003"},{"key":"ref26","first-page":"1077","article-title":"Linear dimensionality reduction for multi-label classification","volume":"9","author":"ji","year":"2009","journal-title":"Proc IJCAI"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/34.908974"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1177\/001316446002000104"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3000684"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2957251"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2640292"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MGRS.2018.2793873"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2012.6351273"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/rs9060548"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2015.04.015"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2878958"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2016.2593463"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2682189"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2868836"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2767068"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2477537"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2897139"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2828161"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2864987"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3016820"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2979546"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2919755"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299149"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref47","author":"bertsekas","year":"1999","journal-title":"Nonlinear Programming"},{"key":"ref42","author":"chung","year":"1997","journal-title":"Spectral Graph Theory"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.250598"},{"key":"ref44","first-page":"801","article-title":"Efficient sparse coding algorithms","author":"lee","year":"2007","journal-title":"Proc NIPS"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3015157"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/9463682\/09256351.pdf?arnumber=9256351","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T20:00:53Z","timestamp":1639771253000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9256351\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7]]},"references-count":50,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2020.3028931","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,7]]}}}