{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T23:39:38Z","timestamp":1771025978861,"version":"3.50.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2018AAA0101902"],"award-info":[{"award-number":["2018AAA0101902"]}]},{"name":"Natural Science Basic Research Program of Shaanxi","award":["2021JM-071"],"award-info":[{"award-number":["2021JM-071"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62176212"],"award-info":[{"award-number":["62176212"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61936014"],"award-info":[{"award-number":["61936014"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61772427"],"award-info":[{"award-number":["61772427"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["G2019KY0501"],"award-info":[{"award-number":["G2019KY0501"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2022,12,1]]},"DOI":"10.1109\/tpami.2022.3162498","type":"journal-article","created":{"date-parts":[[2022,3,25]],"date-time":"2022-03-25T19:51:55Z","timestamp":1648237915000},"page":"9315-9330","source":"Crossref","is-referenced-by-count":23,"title":["Fast Locality Discriminant Analysis With Adaptive Manifold Embedding"],"prefix":"10.1109","volume":"44","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0871-6519","authenticated-orcid":false,"given":"Feiping","family":"Nie","sequence":"first","affiliation":[{"name":"Key Laboratory of Intelligent Interaction and Applications, Ministry of Industry and Information Technology, School of Computer Science, School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi'an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1579-4806","authenticated-orcid":false,"given":"Xiaowei","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Computer Science, School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi'an, Shaanxi, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9240-6726","authenticated-orcid":false,"given":"Rong","family":"Wang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Interaction and Applications, Ministry of Industry and Information Technology, School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi'an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2924-946X","authenticated-orcid":false,"given":"Xuelong","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Intelligent Interaction and Applications, Ministry of Industry and Information Technology, School of Artificial Intelligence, Optics and Electronics (iOPEN), Northwestern Polytechnical University, Xi'an, China"}]}],"member":"263","reference":[{"key":"ref39","first-page":"2695","article-title":"Absent data generating classifier for imbalanced class sizes","volume":"16","author":"pourhabib","year":"2015","journal-title":"J Mach Learn Res"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref33","first-page":"679","article-title":"Large graph construction for scalable semi-supervised learning","author":"liu","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn"},{"key":"ref32","first-page":"1","article-title":"Fuzzy embedded clustering based on bipartite graph for large-scale hyperspectral image","volume":"19","author":"yang","year":"2021","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2017.12.022"},{"key":"ref30","first-page":"1","article-title":"Fast spectral embedded clustering based on structured graph learning for large-scale hyperspectral image","volume":"19","author":"yang","year":"2020","journal-title":"IEEE Geosci Remote Sens Lett"},{"key":"ref37","first-page":"483","article-title":"Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems","volume":"6","author":"ye","year":"2005","journal-title":"J Mach Learn Res"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623726"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2886317"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2017.2740949"},{"key":"ref10","first-page":"957","article-title":"Small sample size generalization","author":"duin","year":"1995","journal-title":"Proc Scand Conf Image Anal"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.258"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"1768","DOI":"10.1109\/TNN.2008.2002078","article-title":"Generalized linear discriminant analysis: A unified framework and efficient model selection","volume":"19","author":"ji","year":"2008","journal-title":"IEEE Trans Neural Netw"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3418284"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/BMEI.2009.5305859"},{"key":"ref14","first-page":"1183","article-title":"Computational and theoretical analysis of null space and orthogonal linear discriminant analysis","volume":"7","author":"ye","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(02)00048-1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00937"},{"key":"ref17","first-page":"1569","article-title":"Two-dimensional linear discriminant analysis","author":"ye","year":"2005","journal-title":"Proc 17th Int Conf Neural Inf Process Syst"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00950"},{"key":"ref19","first-page":"708","article-title":"Locality sensitive discriminant analysis","author":"cai","year":"2007","journal-title":"Proc 20th Int Joint Conf Artif Intell"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2018.02.009"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2817538"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.01.060"},{"key":"ref3","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":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/34.908974"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.05.014"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/34.598228"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(99)00139-9"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2904701"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1963.1057854"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"729","DOI":"10.1109\/TNN.2009.2015760","article-title":"Trace ratio problem revisited","volume":"20","author":"jia","year":"2009","journal-title":"IEEE Trans Neural Netw"},{"key":"ref20","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":"ref22","first-page":"153","article-title":"Locality preserving projections","author":"he","year":"2004","journal-title":"Proc 16th Int Conf Neural Inf Process Syst"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfranklin.2021.06.009"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/306"},{"key":"ref42","doi-asserted-by":"crossref","DOI":"10.1002\/9781118874059","volume":"4","author":"larose","year":"2014","journal-title":"Discovering Knowledge in Data an Introduction to Data Mining"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2011.2152852"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007452223027"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.02.005"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2910751"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/11538059_91"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/9940446\/09743308.pdf?arnumber=9743308","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,19]],"date-time":"2023-11-19T07:59:55Z","timestamp":1700380795000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9743308\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,1]]},"references-count":43,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2022.3162498","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12,1]]}}}