{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T18:25:33Z","timestamp":1779128733772,"version":"3.51.4"},"reference-count":36,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100004917","name":"Cancer Prevention and Research Institute of Texas","doi-asserted-by":"publisher","award":["CPRIT RP170668"],"award-info":[{"award-number":["CPRIT RP170668"]}],"id":[{"id":"10.13039\/100004917","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004917","name":"Cancer Prevention and Research Institute of Texas","doi-asserted-by":"publisher","award":["RP180734"],"award-info":[{"award-number":["RP180734"]}],"id":[{"id":"10.13039\/100004917","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004917","name":"Cancer Prevention and Research Institute of Texas","doi-asserted-by":"publisher","award":["RP210045"],"award-info":[{"award-number":["RP210045"]}],"id":[{"id":"10.13039\/100004917","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":[[2022,5,1]]},"DOI":"10.1109\/tcbb.2021.3110989","type":"journal-article","created":{"date-parts":[[2021,9,8]],"date-time":"2021-09-08T20:02:15Z","timestamp":1631131335000},"page":"1354-1364","source":"Crossref","is-referenced-by-count":8,"title":["Unsupervised Feature Selection Using an Integrated Strategy of Hierarchical Clustering With Singular Value Decomposition: An Integrative Biomarker Discovery Method With Application to Acute Myeloid Leukemia"],"prefix":"10.1109","volume":"19","author":[{"given":"Tapas","family":"Bhadra","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Aliah University, Kolkata, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4107-6784","authenticated-orcid":false,"given":"Saurav","family":"Mallik","sequence":"additional","affiliation":[{"name":"Center for Precision Health, School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amir","family":"Sohel","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Aliah University, Kolkata, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3477-0914","authenticated-orcid":false,"given":"Zhongming","family":"Zhao","sequence":"additional","affiliation":[{"name":"Center of Precision Health, School of Biomedical Informatices and Human Genetics Center, School of Public Health, MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, The University of Texas Health Science Center at Houston, Houston, TX, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41587-020-0546-8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2018.2868348"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/15592294.2020.1790108"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/s1088-467x(97)00008-5"},{"key":"ref6","first-page":"845","article-title":"Feature selection for unsupervised learning","volume":"5","author":"Dy","year":"2004","journal-title":"J. Mach. Learn. Res."},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(97)00043-X"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-83788-8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.12.010"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0066722"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.02.034"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/72.298224"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.159"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2005601"},{"issue":"2","key":"ref15","first-page":"189","article-title":"Variable weighted maximal relevance minimal redundancy criterion for feature selection using normalized mutual information","volume":"25","author":"Bandyopadhyay","year":"2015","journal-title":"J. Multiple-Valued Logic Soft Comput."},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/34.990133"},{"key":"ref17","first-page":"507","article-title":"Laplacian score for feature selection","volume-title":"Proc. 18th Int. Conf. Neural Inf. Process. Syst.","author":"He"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273641"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835848"},{"key":"ref20","first-page":"1589","article-title":"$\\ell _{2,1}$\u21132,1-norm Regularized discriminative feature selection for unsupervised learning","volume-title":"Proc. 22nd Int. Joint Conf. Artif. Intell.","author":"Yang"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btl214"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.12.029"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2013.12.008"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2016.2636207"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/0471200611"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2008.11.003"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-39778-7_10"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-57868-4_57"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2013.147"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-78463-3"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.2202\/1544-6115.1027"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2017.2726553"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1182\/blood-2014-09-600643"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.jare.2019.05.006"},{"key":"ref36","doi-asserted-by":"crossref","DOI":"10.1101\/661140","article-title":"Essential gene networks in acute Myeloid Leukemia identified using a microrna-knockout crispr library screen","author":"Gabra","year":"2019"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2010.tm09415"}],"container-title":["IEEE\/ACM Transactions on Computational Biology and Bioinformatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8857\/9788107\/09531426.pdf?arnumber=9531426","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,31]],"date-time":"2024-07-31T20:25:57Z","timestamp":1722457557000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9531426\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,1]]},"references-count":36,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tcbb.2021.3110989","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":[[2022,5,1]]}}}