{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T14:32:21Z","timestamp":1778509941381,"version":"3.51.4"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100006469","name":"Science and Technology Development Fund (FDCT), Macau SAR","doi-asserted-by":"publisher","award":["0055\/2018\/A2"],"award-info":[{"award-number":["0055\/2018\/A2"]}],"id":[{"id":"10.13039\/501100006469","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100006469","name":"Science and Technology Development Fund (FDCT), Macau SAR","doi-asserted-by":"publisher","award":["0017\/2019\/A1"],"award-info":[{"award-number":["0017\/2019\/A1"]}],"id":[{"id":"10.13039\/501100006469","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cybern."],"published-print":{"date-parts":[[2022,4]]},"DOI":"10.1109\/tcyb.2020.3006240","type":"journal-article","created":{"date-parts":[[2020,7,22]],"date-time":"2020-07-22T20:59:25Z","timestamp":1595451565000},"page":"2082-2095","source":"Crossref","is-referenced-by-count":19,"title":["SMSPL: Robust Multimodal Approach to Integrative Analysis of Multiomics Data"],"prefix":"10.1109","volume":"52","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3550-9283","authenticated-orcid":false,"given":"Ziyi","family":"Yang","sequence":"first","affiliation":[{"name":"Faculty of Information Technology, Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6782-458X","authenticated-orcid":false,"given":"Naiqi","family":"Wu","sequence":"additional","affiliation":[{"name":"Institute of Systems Engineering and Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2858-2810","authenticated-orcid":false,"given":"Yong","family":"Liang","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1715-4332","authenticated-orcid":false,"given":"Hui","family":"Zhang","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7619-1400","authenticated-orcid":false,"given":"Yanqiong","family":"Ren","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Collaborative Laboratory for Intelligent Science and Systems, Macau University of Science and Technology, Macau, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bth294"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.1001301"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.2810"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2017.2685625"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2955958"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2798607"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty1054"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/1752-0509-7-14"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-13-326"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1004790"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkv229"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0073074"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-12-253"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/sim.6732"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxu001"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-14-198"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"68586","DOI":"10.1109\/ACCESS.2018.2880198","article-title":"Robust sparse logistic regression with the lq(0 < q < 1) regularization for feature selection using gene expression data","volume":"6","author":"Yang","year":"2018","journal-title":"IEEE Access"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref20","first-page":"1189","article-title":"Self-paced learning for latent variable models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Kumar"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654918"},{"key":"ref22","first-page":"2078","article-title":"Self-paced learning with diversity","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Jiang"},{"key":"ref23","first-page":"3646","article-title":"Robust probabilistic modeling with Bayesian data reweighting","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","volume":"70","author":"Wang"},{"key":"ref24","volume-title":"Learning to reweight examples for robust deep learning","author":"Ren","year":"2018"},{"key":"ref25","volume-title":"Meta-weight-net: Learning an explicit mapping for sample weighting","author":"Shu","year":"2019"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1.5.263"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126229"},{"issue":"1","key":"ref28","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1023\/A:1023709501986","article-title":"A framework for robust subspace learning","volume":"54","author":"De La Torre","year":"2003","journal-title":"Int. J. Comput. Vis."},{"key":"ref29","first-page":"8778","article-title":"Generalized cross entropy loss for training deep neural networks with noisy labels","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Zhang"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1282280.1282352"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9584"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.05.043"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065719500163"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v033.i01"},{"key":"ref36","first-page":"2275","article-title":"Self-paced co-training","volume-title":"Proc. 34th Int. Conf. Mach. Learn.","volume":"70","author":"Ma"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2164-14-S8-S7"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/ng.2764"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1186\/gb-2014-15-2-r29"},{"issue":"5","key":"ref41","first-page":"360","article-title":"Understanding interobserver agreement: The kappa statistic","volume":"37","author":"Viera","year":"2005","journal-title":"Family Med."},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1126\/scisignal.2004088"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1158\/2159-8290.CD-12-0095"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1038\/nature10983"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms11479"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.33549\/physiolres.933212"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/onc.2013.422"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1186\/s13058-015-0610-3"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1038\/nm.1908"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1002\/ijc.23859"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-11-1630"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-04-3150"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-05-2495"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1186\/1476-4598-13-96"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkn923"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s10549-007-9836-9"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1177\/153537020322800903"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1186\/s13073-016-0289-9"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkv403"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gku1215"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1038\/nsmb.2115"}],"container-title":["IEEE Transactions on Cybernetics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221036\/9749993\/09146338.pdf?arnumber=9146338","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,9]],"date-time":"2024-01-09T23:50:45Z","timestamp":1704844245000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9146338\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4]]},"references-count":61,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tcyb.2020.3006240","relation":{},"ISSN":["2168-2267","2168-2275"],"issn-type":[{"value":"2168-2267","type":"print"},{"value":"2168-2275","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,4]]}}}