{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T10:47:45Z","timestamp":1769856465185,"version":"3.49.0"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2010,2,1]],"date-time":"2010-02-01T00:00:00Z","timestamp":1264982400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2010,2]]},"DOI":"10.1109\/tmi.2009.2037756","type":"journal-article","created":{"date-parts":[[2010,2,12]],"date-time":"2010-02-12T14:29:27Z","timestamp":1265984967000},"page":"531-542","source":"Crossref","is-referenced-by-count":197,"title":["Random Subspace Ensembles for fMRI Classification"],"prefix":"10.1109","volume":"29","author":[{"given":"L.I.","family":"Kuncheva","sequence":"first","affiliation":[]},{"given":"J.J.","family":"Rodriguez","sequence":"additional","affiliation":[]},{"given":"C.O.","family":"Plumpton","sequence":"additional","affiliation":[]},{"given":"D.E.J.","family":"Linden","sequence":"additional","affiliation":[]},{"given":"S.J.","family":"Johnston","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2006.08.016"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2007.02.020"},{"key":"ref33","first-page":"378","article-title":"pruning adaptive boosting","author":"margineantu","year":"1997","journal-title":"Proc 10th Int Conf Mach Learn"},{"key":"ref32","author":"lang","year":"1997","journal-title":"International Affective Picture System (IAPS) Technical Manual and Affective Ratings"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.12.018"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2005.01.048"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2005.06.070"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1023\/B:MACH.0000035475.85309.1b"},{"key":"ref35","first-page":"465","article-title":"classifying instantaneous cognitive states from fmri data","author":"mitchell","year":"2003","journal-title":"Proc J Amer Med Inform Assoc Symp"},{"key":"ref34","author":"mitchell","year":"1997","journal-title":"Machine Learning"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/0471660264"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.mri.2008.02.016"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1049\/ic:20010105"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","author":"bishop","year":"1995","journal-title":"Neural Networks for Pattern Recognition"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/1-4020-3432-6_4"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2007.06.017"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"2425","DOI":"10.1126\/science.1063736","article-title":"distributed and overlapping representation of faces and objects in ventral termporal cortex","volume":"293","author":"haxby","year":"2001","journal-title":"Science"},{"key":"ref21","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-21606-5","author":"hastie","year":"2001","journal-title":"The Elements of Statistical Learning"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"the random space method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cub.2006.11.072"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1097\/WNR.0b013e3282cdeefd"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.07.056"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2007.03.072"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.jphysparis.2005.09.019"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2008.12.009"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2008.11.007"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.cogsys.2008.08.001"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.05.050"},{"key":"ref53","author":"witten","year":"2005","journal-title":"Data Mining Practical Machine Learning Tools and Techniques"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.mri.2007.02.007"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2006.08.041"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.06.037"},{"key":"ref40","first-page":"841","article-title":"on discriminative vs. generative classifiers: a comparison of logistic regression and naive bayes","author":"ng","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref12","author":"duda","year":"2001","journal-title":"Pattern Classification"},{"key":"ref13","author":"fleiss","year":"1981","journal-title":"Statistical Methods for Rates and Proportions"},{"key":"ref14","first-page":"148","article-title":"experiments with a new boosting algorithm","author":"freund","year":"1996","journal-title":"Proc 13th Int Conf Mach Learning"},{"key":"ref15","year":"2007","journal-title":"Statistical Parametric Mapping The Analysis of Functional Brain Images"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.20935"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2008.926701"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"ref19","author":"hall","year":"1998","journal-title":"Correlation-Based Feature Subset Selection for Machine Learning"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref6","author":"brown","year":"2009","journal-title":"Encyclopedia of Machine Learning"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2004.04.004"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.12.074"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009715923555"},{"key":"ref49","first-page":"725","article-title":"bias-variance analysis of support vector machines for the development of svm-based ensemble methods","volume":"5","author":"valentini","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/S1053-8119(03)00049-1"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s100440200011"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.01.032"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-25966-4_26"},{"key":"ref47","first-page":"71","article-title":"on selecting features for pattern classifiers","author":"stearns","year":"1976","journal-title":"Proc IEEE Int Conf Pattern Recogn"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2008.11.007"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2006.07.005"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.211"},{"key":"ref43","author":"quinlan","year":"1993","journal-title":"C4 5 Programs for Machine Learning"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/42\/5405633\/05405643.pdf?arnumber=5405643","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,23]],"date-time":"2024-03-23T23:53:19Z","timestamp":1711237999000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5405643\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,2]]},"references-count":57,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2009.2037756","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,2]]}}}