{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T13:49:57Z","timestamp":1771336197244,"version":"3.50.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001807","name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","doi-asserted-by":"publisher","award":["2020\/01089-9"],"award-info":[{"award-number":["2020\/01089-9"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","doi-asserted-by":"publisher","award":["2020\/09838-0"],"award-info":[{"award-number":["2020\/09838-0"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","doi-asserted-by":"publisher","award":["2020\/10572-5"],"award-info":[{"award-number":["2020\/10572-5"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","doi-asserted-by":"publisher","award":["2021\/11086-0"],"award-info":[{"award-number":["2021\/11086-0"]}],"id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"publisher","award":["311357\/2017-2"],"award-info":[{"award-number":["311357\/2017-2"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2024,3]]},"DOI":"10.1109\/tai.2023.3298291","type":"journal-article","created":{"date-parts":[[2023,7,24]],"date-time":"2023-07-24T14:02:19Z","timestamp":1690207339000},"page":"1195-1206","source":"Crossref","is-referenced-by-count":14,"title":["A Novel Approach for Fair Principal Component Analysis Based on Eigendecomposition"],"prefix":"10.1109","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7301-6167","authenticated-orcid":false,"given":"Guilherme Dean","family":"Pelegrina","sequence":"first","affiliation":[{"name":"School of Applied Sciences (FCA), University of Campinas (UNICAMP), Limeira, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0290-0080","authenticated-orcid":false,"given":"Leonardo Tomazeli","family":"Duarte","sequence":"additional","affiliation":[{"name":"School of Applied Sciences (FCA), University of Campinas (UNICAMP), Limeira, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2010.940003"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001419500174"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2980942"},{"key":"ref4","volume-title":"Principal Component Analysis","author":"Jolliffe","year":"2002"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2552511"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2929094"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2893190"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0134-0"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2020.107556"},{"key":"ref10","article-title":"Fairness in machine learning","author":"Barocas","year":"2019"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00373-4"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2021.3106615"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2021.3106619"},{"key":"ref14","article-title":"Machine biasProPublica","author":"Angwin","year":"2016"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.6028\/nist.ir.8052"},{"key":"ref16","first-page":"3315","article-title":"Equality of opportunity in supervised learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Hardt","year":"2016"},{"key":"ref17","first-page":"43:1","article-title":"Inherent trade-offs in the fair determination of risk scores","volume-title":"Proc. 8th Innov. Theor. Comput. Sci. Conf.","author":"Kleinberg","year":"2017"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.aao5580"},{"key":"ref19","first-page":"1","article-title":"The price of fairness - A framework to explore trade-offs in algorithmic fairness","volume-title":"Proc. 40th Int. Conf. Inf. Syst.","author":"Haas","year":"2019"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3002567"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00396-x"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2021.3129592"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN55064.2022.9892809"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-021-06100-9"},{"key":"ref25","first-page":"10976","article-title":"The price of fair PCA: One extra dimension","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Samadi","year":"2018"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301663"},{"key":"ref27","first-page":"15161","article-title":"Multi-criteria dimensionality reduction with applications to fairness","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Tantipongpipat","year":"2019"},{"key":"ref28","article-title":"Fair dimensionality reduction and iterative rounding for SDPs","volume":"2019","author":"Morgenstern","year":"2019"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3099983"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i7.20699"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2090236.2090255"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.56021\/9781421407944"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1039\/C3AY41907J"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2777184"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.05.079"},{"key":"ref36","volume-title":"Fibonacci and Lucas Numbers, and the Golden Section: Theory and Applications","author":"Vajda","year":"1989"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.12.020"},{"key":"ref38","first-page":"1","article-title":"Labeled faces in the wild: A database for studying face recognition in unconstrained environments","volume-title":"Proc. Workshop Faces Real-Life Images: Detection, Alignment, Recognit.","author":"Huang","year":"2008"},{"key":"ref39","article-title":"LSAC national longitudinal bar passage study","author":"Wightman","year":"1998"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3194770.3194776"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-7630-6"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9078688\/10478748\/10192331.pdf?arnumber=10192331","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,23]],"date-time":"2025-08-23T01:09:07Z","timestamp":1755911347000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10192331\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3]]},"references-count":42,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tai.2023.3298291","relation":{},"ISSN":["2691-4581"],"issn-type":[{"value":"2691-4581","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,3]]}}}