{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:11:09Z","timestamp":1783437069218,"version":"3.54.6"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61806159"],"award-info":[{"award-number":["61806159"]}],"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":["61806160"],"award-info":[{"award-number":["61806160"]}],"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":["61802313"],"award-info":[{"award-number":["61802313"]}],"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":["61772426"],"award-info":[{"award-number":["61772426"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2018M631192"],"award-info":[{"award-number":["2018M631192"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Comput. Biol. and Bioinf."],"published-print":{"date-parts":[[2021,1,1]]},"DOI":"10.1109\/tcbb.2019.2951413","type":"journal-article","created":{"date-parts":[[2019,11,4]],"date-time":"2019-11-04T20:26:56Z","timestamp":1572899216000},"page":"216-226","source":"Crossref","is-referenced-by-count":20,"title":["Integrating Multi-Omic Data With Deep Subspace Fusion Clustering for Cancer Subtype Prediction"],"prefix":"10.1109","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6200-8727","authenticated-orcid":false,"given":"Bo","family":"Yang","sequence":"first","affiliation":[{"name":"Shaanxi Key Laboratory of Clothing Intelligence, State and Local Joint Engineering Research Center for Advanced Networking & Intelligent Information Services, School of Computer Science, Xi'an Polytechnic University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8348-0545","authenticated-orcid":false,"given":"Yupei","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7217-864X","authenticated-orcid":false,"given":"Shanmin","family":"Pang","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Xi'an Jiaotong University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuequn","family":"Shang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3515-6008","authenticated-orcid":false,"given":"Xueqing","family":"Zhao","sequence":"additional","affiliation":[{"name":"Shaanxi Key Laboratory of Clothing Intelligence, State and Local Joint Engineering Research Center for Advanced Networking & Intelligent Information Services, School of Computer Science, Xi'an Polytechnic University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Minghui","family":"Han","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Xi'an Jiaotong University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"217","article-title":"When is “nearest neighbor” meaningful?","author":"beyer","year":"1999","journal-title":"Proc Int Conf Database Theory"},{"key":"ref38","article-title":"Regularized multi-view subspace clustering for common modules across cancer stages","volume":"23","author":"zhang","year":"2018","journal-title":"Molecules"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2010.11.013"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"9379","DOI":"10.1093\/nar\/gks725","article-title":"Discovery of multi-dimensional modules by integrative analysis of cancer genomic data","volume":"40","author":"zhang","year":"2012","journal-title":"Nucleic Acids Res"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btp543"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/nature12113"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0152792"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btw434"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TNB.2016.2556640"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bth294"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/nrc1414"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/nature06914"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/nrg3868"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/bcr2635"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1018854108"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMra072367"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ccr.2010.03.017"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1177\/1947601910396213"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2013.09.034"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/nature08822"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1126\/science.1145720"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/nature03702"},{"key":"ref50","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc 25th Int Conf Neural Inf Process Syst"},{"key":"ref51","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","author":"ng","year":"2002","journal-title":"Proc 14th Int Conf Neural Inf Process Syst"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btx378"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-94968-0_11"},{"key":"ref53","volume":"618","author":"hosmer","year":"2011","journal-title":"Applied Survival Analysis Regression Modeling of Time-to-Event Data"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/0377-0427(87)90125-7"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1093\/jnci\/djk018"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0601231103"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms11305"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-04-2921"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.2810"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.wneu.2010.08.011"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btv244"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2018.2834371"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2012.07.008"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2014.2377729"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"4164","DOI":"10.1073\/pnas.0308531101","article-title":"Metagenes and molecular pattern discovery using matrix factorization","volume":"101","author":"brunet","year":"2004","journal-title":"Proc Nat Acad Sci United States America"},{"key":"ref4","doi-asserted-by":"crossref","DOI":"10.1038\/nature16965","article-title":"Genomic analyses identify molecular subtypes of pancreatic cancer","volume":"531","author":"bailey","year":"2016","journal-title":"Nature"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btu128"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0014-5793(03)00819-6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/nm.3915"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-018-2095-4"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms10259"},{"key":"ref49","first-page":"52","article-title":"Stacked convolutional auto-encoders for hierarchical feature extraction","author":"masci","year":"2011","journal-title":"Proc Int Conf Artif Neural Netw"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/34.75512"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.557"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2472284"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2536638"},{"key":"ref47","first-page":"24","article-title":"Deep subspace clustering networks","author":"ji","year":"2017","journal-title":"Proc 31st Int Conf Neural Inf Process Syst"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1214\/13-AOS1199"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz139"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2014.7025576"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.57"}],"container-title":["IEEE\/ACM Transactions on Computational Biology and Bioinformatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8857\/9346082\/08890799.pdf?arnumber=8890799","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,31]],"date-time":"2024-07-31T20:25:49Z","timestamp":1722457549000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8890799\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,1]]},"references-count":55,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tcbb.2019.2951413","relation":{},"ISSN":["1545-5963","1557-9964","2374-0043"],"issn-type":[{"value":"1545-5963","type":"print"},{"value":"1557-9964","type":"electronic"},{"value":"2374-0043","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,1]]}}}