{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T10:54:31Z","timestamp":1775559271741,"version":"3.50.1"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2010,7,1]],"date-time":"2010-07-01T00:00:00Z","timestamp":1277942400000},"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. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2010,7]]},"DOI":"10.1109\/tgrs.2010.2041784","type":"journal-article","created":{"date-parts":[[2010,3,30]],"date-time":"2010-03-30T18:42:56Z","timestamp":1269974576000},"page":"2880-2889","source":"Crossref","is-referenced-by-count":281,"title":["Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data"],"prefix":"10.1109","volume":"48","author":[{"given":"Bj\u00f6rn","family":"Waske","sequence":"first","affiliation":[]},{"given":"Sebastian","family":"van der Linden","sequence":"additional","affiliation":[]},{"given":"J\u00f3n Atli","family":"Benediktsson","sequence":"additional","affiliation":[]},{"given":"Andreas","family":"Rabe","sequence":"additional","affiliation":[]},{"given":"Patrick","family":"Hostert","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","author":"witten","year":"2005","journal-title":"Data Mining Practical Machine Learning Tools and Techniques"},{"key":"ref38","author":"chang","year":"2001","journal-title":"LIBSVM A library for support vector machines"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2006.48"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(02)00121-8"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009715923555"},{"key":"ref30","author":"vapnik","year":"1999","journal-title":"The Nature of Statistical Learning Theory"},{"key":"ref37","article-title":"imageSVM—A user-oriented tool for advanced classification of hyperspectral data using support vector machines","author":"janz","year":"2007","journal-title":"Proc 5th Workshop EARSeL Special Interest Group Imaging Spectroscopy"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/36.763301"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2005.11.005"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1117\/1.2813466"},{"key":"ref40","first-page":"529","article-title":"when semi-supervised learning meets ensemble learning","volume":"4472","author":"zhou","year":"2009","journal-title":"Proc 5th Int Workshop MCSS"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.922034"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2002577"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.916480"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.898446"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.916201"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2007128"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.894550"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MCAS.2006.1688199"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1968.1054102"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2007.4423090"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2003.815238"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(03)00175-4"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.831865"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/01431160110040323"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.07.041"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842481"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.827257"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2007.12.014"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2007.07.028"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2008.02.011"},{"key":"ref20","article-title":"Experiments with a new boosting algorithm","author":"freund","year":"1996","journal-title":"Proc 13th Int Conf Mach Learn"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72523-7_50"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"the random subspace method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref42","first-page":"292","author":"muoz","year":"2009","journal-title":"Parallel Programming Models and Applications in Grid and P2P Systems"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.08.011"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2010491"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2002.802476"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143960"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/34.58871"},{"key":"ref43","first-page":"71","article-title":"simplified support vector decision rules","author":"burges","year":"1996","journal-title":"Proc 13th Int Conf Mach Learn"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.916089"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/36\/5487390\/05439692.pdf?arnumber=5439692","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,11]],"date-time":"2021-10-11T01:36:45Z","timestamp":1633916205000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5439692\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,7]]},"references-count":44,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2010.2041784","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,7]]}}}