{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T11:16:40Z","timestamp":1777547800013,"version":"3.51.4"},"reference-count":62,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2017,12,1]],"date-time":"2017-12-01T00:00:00Z","timestamp":1512086400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100000002","name":"NIH","doi-asserted-by":"publisher","award":["EB006733"],"award-info":[{"award-number":["EB006733"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"NIH","doi-asserted-by":"publisher","award":["EB008374"],"award-info":[{"award-number":["EB008374"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"NIH","doi-asserted-by":"publisher","award":["EB009634"],"award-info":[{"award-number":["EB009634"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"NIH","doi-asserted-by":"publisher","award":["AG041721"],"award-info":[{"award-number":["AG041721"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"NIH","doi-asserted-by":"publisher","award":["AG042599"],"award-info":[{"award-number":["AG042599"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573270"],"award-info":[{"award-number":["61573270"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004607","name":"Guangxi Natural Science Foundation","doi-asserted-by":"publisher","award":["2015GXNSFCB139011"],"award-info":[{"award-number":["2015GXNSFCB139011"]}],"id":[{"id":"10.13039\/501100004607","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangxi High Institutions Program of Introducing 100 High-Level Overseas Talents"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Big Data"],"published-print":{"date-parts":[[2017,12,1]]},"DOI":"10.1109\/tbdata.2017.2735991","type":"journal-article","created":{"date-parts":[[2017,8,4]],"date-time":"2017-08-04T14:25:57Z","timestamp":1501856757000},"page":"405-414","source":"Crossref","is-referenced-by-count":64,"title":["Low-Rank Graph-Regularized Structured Sparse Regression for Identifying Genetic Biomarkers"],"prefix":"10.1109","volume":"3","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6840-0578","authenticated-orcid":false,"given":"Xiaofeng","family":"Zhu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Heung-Il","family":"Suk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3483-8333","authenticated-orcid":false,"given":"Heng","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7934-5698","authenticated-orcid":false,"given":"Dinggang","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2539546"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.05.078"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2010.11.887"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/2910585"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2332764"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0781-x"},{"key":"ref37","first-page":"663","article-title":"Robust subspace segmentation\n by low-rank representation","author":"liu","year":"2010","journal-title":"Proc 27th Int Conf Mach Learn"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.129"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.05.081"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.57"},{"key":"ref60","first-page":"1273","article-title":"ADAM10 and Alzheimer&#x2019;s disease","volume":"45","author":"niemitz","year":"2013","journal-title":"Nature Genetics"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.brainres.2010.12.036"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1093\/hmg\/ddl178"},{"key":"ref28","first-page":"1","article-title":"A framework for robust subspace learning","volume":"54","author":"de la torre","year":"2003","journal-title":"Int J Comput Vis"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2608901"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2466616"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2015.10.008"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.10.003"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2521602"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2380155"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11682-013-9262-z"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/0047-259X(75)90042-1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bts411"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2990508"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2441735"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-009-0207-6"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.jneumeth.2014.09.001"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.3109\/1354750X.2015.1062554"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.neurobiolaging.2010.10.004"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.neurobiolaging.2014.12.007"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0063621"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1002\/ana.22308"},{"key":"ref54","first-page":"339","article-title":"Multi-task feature learning\n via efficient $\\ell _{2,1}$\n-norm minimization","author":"liu","year":"2009","journal-title":"Proc Conf Uncertainty of Artificial Intelligence"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1002\/9780470057339.vai022"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2012.734178"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2011.03.077"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2011.10.009"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/42.668698"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2012.05.073"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btr649"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38868-2_64"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2010.02.032"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2015.2403356"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46720-7_13"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2010.07.002"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10470-6_94"},{"key":"ref4","first-page":"191","article-title":"Beta-amyloid toxicity modifier genes and the\n risk of Alzheimers disease","volume":"1","author":"rosenthal","year":"2012","journal-title":"Am J Neurodegenerat Disease"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2011.12.029"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/mp.2013.146"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46720-7_31"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1176\/appi.ajp.2011.10101509"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/gepi.20448"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1038\/ng.440"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2017.2703636"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2011.01.008"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(04)15441-X"},{"key":"ref48","first-page":"1724","article-title":"Reduced-rank regression","volume":"3","author":"aldrin","year":"2002","journal-title":"Encyclopedia Environmetrics"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/ng1934"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/42.906424"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0077810"},{"key":"ref44","article-title":"3D anatomical atlas of the human brain","author":"kabani","year":"1998","journal-title":"Human Brain Mapping"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2002.803111"}],"container-title":["IEEE Transactions on Big Data"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687317\/8124125\/08002659.pdf?arnumber=8002659","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:39:06Z","timestamp":1641987546000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8002659\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,1]]},"references-count":62,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tbdata.2017.2735991","relation":{},"ISSN":["2332-7790"],"issn-type":[{"value":"2332-7790","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,12,1]]}}}