{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T05:25:13Z","timestamp":1781760313574,"version":"3.54.5"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2426340"],"award-info":[{"award-number":["2426340"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2416727"],"award-info":[{"award-number":["2416727"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2421865"],"award-info":[{"award-number":["2421865"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2421803"],"award-info":[{"award-number":["2421803"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Big Data"],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1109\/tbdata.2025.3639973","type":"journal-article","created":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T18:38:34Z","timestamp":1764873514000},"page":"625-642","source":"Crossref","is-referenced-by-count":3,"title":["Knockoff-Guided Feature Selection via a Single Pre-Trained Reinforced Agent"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-8330-342X","authenticated-orcid":false,"given":"Xinyuan","family":"Wang","sequence":"first","affiliation":[{"name":"School of Computing and AI, Arizona State University, Tempe, AZ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3948-0059","authenticated-orcid":false,"given":"Dongjie","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, KS, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wangyang","family":"Ying","sequence":"additional","affiliation":[{"name":"School of Computing and AI, Arizona State University, Tempe, AZ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9769-8131","authenticated-orcid":false,"given":"Rui","family":"Xie","sequence":"additional","affiliation":[{"name":"Department of Statistics & Data Science, and College of Nursing, University of Central Florida, Orlando, FL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1318-6583","authenticated-orcid":false,"given":"Haifeng","family":"Chen","sequence":"additional","affiliation":[{"name":"Data Science and Systems Security Department, NEC Laboratories America Inc., Princeton, NJ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1767-8024","authenticated-orcid":false,"given":"Yanjie","family":"Fu","sequence":"additional","affiliation":[{"name":"School of Computing and AI, Arizona State University, Tempe, AZ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"SimFin financial data","year":"2023"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0269126"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s42003-020-0863-y"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1214\/15-AOS1337"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/72.298224"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7503.003.0024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.5198\/jtlu.2024.2440"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1201\/9781482266283-10"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835848"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12265"},{"key":"ref11","article-title":"Student performance","author":"Cortez","year":"2008"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2022.2060113"},{"key":"ref13","volume-title":"Statistics and Data Analysis in Geology","volume":"646","author":"Davis","year":"1986"},{"key":"ref14","volume-title":"Pattern Classification","author":"Duda","year":"2006"},{"key":"ref15","article-title":"Gene expression cancer RNA-Seq","author":"Fiorini","year":"2016"},{"key":"ref16","first-page":"935","article-title":"Matrix reconstruction with the local max norm","volume-title":"Proc. 26th Int. Conf. Neural Inf. Process. Syst.","author":"Foygel","year":"2012"},{"key":"ref17","first-page":"2125","article-title":"Knockoffs for the mass: New feature importance statistics with false discovery guarantees","volume-title":"Proc. 22nd Int. Conf. Artif. Intell. Statist.","author":"Gimenez","year":"2019"},{"key":"ref18","first-page":"1","article-title":"Variability and mutability, contribution to the study of statistical distributions and relations","volume-title":"Studi Economico-Giuridici della R. Universita de Cagliari","volume":"3","author":"Gini","year":"1912"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/springerreference_188058"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3709011"},{"key":"ref21","first-page":"235","article-title":"Feature selection for machine learning: Comparing a correlation-based filter approach to the wrapper","volume-title":"Proc. 12th Int. Florida Artif. Intell. Res. Soc. Conf.","author":"Hall","year":"1999"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijcce.2020.11.001"},{"key":"ref23","first-page":"507","article-title":"Laplacian score for feature selection","volume-title":"Proc. 19th Int. Conf. Neural Inf. Process. Syst.","author":"He","year":"2005"},{"key":"ref24","article-title":"Kaggle dataset download","author":"Howard","year":"2023"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1186\/s40854-022-00441-7"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3389\/fenvs.2015.00085"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3266595"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-020-0926-0"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1097\/00000446-199801000-00005"},{"key":"ref30","first-page":"9291","article-title":"KnockoffGAN: Generating knockoffs for feature selection using generative adversarial networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Jordon","year":"2019"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3115\/1075527.1075574"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/6897965"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3136625"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v26i1.8289"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.1995.479783"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330868"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3115477"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-022-01812-3"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM51629.2021.00051"},{"key":"ref40","article-title":"Auto-encoding knockoff generator for FDR controlled variable selection","author":"Liu","year":"2018"},{"key":"ref41","article-title":"QSAR biodegradation","author":"Mansouri","year":"2013"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3389\/fenvs.2015.00080"},{"key":"ref43","article-title":"SECOM","author":"McCann","year":"2008"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.07.111"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.4324\/9780080938318-15"},{"key":"ref47","first-page":"1813","article-title":"Efficient and robust feature selection via joint $\/ell_{2,1}$\/ell2,1-norms minimization","volume-title":"Proc. 24th Int. Conf. Neural Inf. Process. Syst.","author":"Nie","year":"2010"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1177\/11769351211056298"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.159"},{"key":"ref50","article-title":"Temporal difference models: Model-free deep RL for model-based control","author":"Pong","year":"2018"},{"key":"ref51","article-title":"CPLM dataset download","year":"2023","journal-title":""},{"key":"ref52","article-title":"OpenML dataset download","year":"2023","journal-title":""},{"key":"ref53","article-title":"UCI dataset download","year":"2023"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2017.10.044"},{"key":"ref55","article-title":"Feature selection using reinforcement learning","author":"Rasoul","year":"2021"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/data7110146"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/asy075"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1111\/cas.12880"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-021-10037-9"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref61","article-title":"Polish companies bankruptcy","author":"Tomczak","year":"2016"},{"key":"ref62","first-page":"1075","article-title":"Analysis of temporal-diffference learning with function approximation","volume-title":"Proc. 10th Int. Conf. Neural Inf. Process. Syst.","author":"Tsitsiklis","year":"1996"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1126\/science.aai8478"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM58522.2023.00078"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.32614\/cran.package.rstg"},{"key":"ref66","article-title":"Default of credit card clients","author":"Yeh","year":"2009"},{"key":"ref67","first-page":"856","article-title":"Feature selection for high-dimensional data: A fast correlation-based filter solution","volume-title":"Proc. 20th Int. Conf. Mach. Learn.","author":"Yu","year":"2003"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00096"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273641"},{"key":"ref70","first-page":"49","article-title":"1-norm support vector machines","volume-title":"Proc. 17th Int. Conf. Neural Inf. Process. Syst.","author":"Zhu","year":"2003"}],"container-title":["IEEE Transactions on Big Data"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/6687317\/11433832\/11278018-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687317\/11433832\/11278018.pdf?arnumber=11278018","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T04:58:29Z","timestamp":1773464309000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11278018\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4]]},"references-count":70,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tbdata.2025.3639973","relation":{},"ISSN":["2332-7790","2372-2096"],"issn-type":[{"value":"2332-7790","type":"electronic"},{"value":"2372-2096","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4]]}}}