{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T16:26:30Z","timestamp":1779294390177,"version":"3.51.4"},"reference-count":33,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2017,4,1]],"date-time":"2017-04-01T00:00:00Z","timestamp":1491004800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61133005"],"award-info":[{"award-number":["61133005"]}],"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":["61432005"],"award-info":[{"award-number":["61432005"]}],"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":["61370095"],"award-info":[{"award-number":["61370095"]}],"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":["61472124"],"award-info":[{"award-number":["61472124"]}],"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":["61202109"],"award-info":[{"award-number":["61202109"]}],"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":["61472126"],"award-info":[{"award-number":["61472126"]}],"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":["61672221"],"award-info":[{"award-number":["61672221"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Research Foundation of Qatar NPRP","award":["8-519-1-108"],"award-info":[{"award-number":["8-519-1-108"]}]},{"DOI":"10.13039\/501100004761","name":"Natural Science Foundation of Hunan Province of China","doi-asserted-by":"crossref","award":["2015JJ4100"],"award-info":[{"award-number":["2015JJ4100"]}],"id":[{"id":"10.13039\/501100004761","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100004761","name":"Natural Science Foundation of Hunan Province of China","doi-asserted-by":"crossref","award":["2016JJ4002"],"award-info":[{"award-number":["2016JJ4002"]}],"id":[{"id":"10.13039\/501100004761","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2017,4,1]]},"DOI":"10.1109\/tpds.2016.2603511","type":"journal-article","created":{"date-parts":[[2016,8,31]],"date-time":"2016-08-31T16:29:02Z","timestamp":1472660942000},"page":"919-933","source":"Crossref","is-referenced-by-count":373,"title":["A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment"],"prefix":"10.1109","volume":"28","author":[{"given":"Jianguo","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kenli","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhuo","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kashif","family":"Bilal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shui","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuliang","family":"Weng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Keqin","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","article-title":"Uci machine learning repository","year":"2016"},{"key":"ref32","article-title":"Spark mllib-random forest","author":"spark","year":"2016"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.02.122"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2013.205"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2012.2197754"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.36"},{"key":"ref12","first-page":"1","article-title":"Robust and accurate shape\n model matching using random forest regression-voting","volume":"25","author":"lindner","year":"2014","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2014.2338325"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2013.2253480"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.908267"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.183"},{"key":"ref17","first-page":"1","article-title":"Conditional variable importance for\n random forests","volume":"9","author":"strobl","year":"2007","journal-title":"BMC Bioinf"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2012.04.003"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2010.2084081"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2011.44"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2013.2278865"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2014.2358556"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CIDM.2013.6597210"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.03.043"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2014.2348196"},{"key":"ref5","article-title":"Hadoop","year":"2016"},{"key":"ref8","article-title":"Spark","year":"2016"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.03.066"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2014.2330516"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.109"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2011.2128301"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2011.39"},{"key":"ref21","first-page":"1063","article-title":"Analysis of a random forests model","volume":"13","author":"biau","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.14778\/1687553.1687569"},{"key":"ref23","first-page":"425","article-title":"Distributed stochastic aware random forests efficient data mining for big data","author":"svore","year":"2013","journal-title":"Proc IEEE Int Congr Big Data"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2011.65"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963461"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/7875386\/07557062.pdf?arnumber=7557062","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:42:53Z","timestamp":1641987773000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7557062\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,4,1]]},"references-count":33,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2016.2603511","relation":{},"ISSN":["1045-9219"],"issn-type":[{"value":"1045-9219","type":"print"}],"subject":[],"published":{"date-parts":[[2017,4,1]]}}}