{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,20]],"date-time":"2024-09-20T15:51:21Z","timestamp":1726847481851},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2009,7,1]],"date-time":"2009-07-01T00:00:00Z","timestamp":1246406400000},"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":[[2009,7]]},"DOI":"10.1109\/tgrs.2008.2010404","type":"journal-article","created":{"date-parts":[[2009,4,8]],"date-time":"2009-04-08T13:27:32Z","timestamp":1239197252000},"page":"2218-2232","source":"Crossref","is-referenced-by-count":406,"title":["Active Learning Methods for Remote Sensing Image Classification"],"prefix":"10.1109","volume":"47","author":[{"given":"D.","family":"Tuia","sequence":"first","affiliation":[]},{"given":"F.","family":"Ratle","sequence":"additional","affiliation":[]},{"given":"F.","family":"Pacifici","sequence":"additional","affiliation":[]},{"given":"M.F.","family":"Kanevski","sequence":"additional","affiliation":[]},{"given":"W.J.","family":"Emery","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015385"},{"key":"ref38","author":"breiman","year":"1994","journal-title":"Bagging Predictors"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-377-6.50027-X"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007330508534"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130417"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729694"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"ref36","first-page":"1","article-title":"query learning strategies using boosting and bagging","author":"abe","year":"1998","journal-title":"Proc ICML"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/0471660264"},{"key":"ref34","author":"melville","year":"2005","journal-title":"Creating diverse ensemble classifiers to reduce supervision"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/219587.219592"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.1262340"},{"key":"ref29","first-page":"441","article-title":"toward optimal active learning through sampling estimation of error reduction","author":"roy","year":"2001","journal-title":"Proc ICML"},{"key":"ref2","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"ref20","first-page":"2207","article-title":"multilabel svm active learning for image classification","author":"li","year":"2004","journal-title":"Proc ICIP"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2006.06.016"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2004.1394131"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.892007"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2006.313067"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICHIS.2004.70"},{"key":"ref25","first-page":"45","article-title":"support vector machine active learning with applications to text classification","volume":"2","author":"tong","year":"2002","journal-title":"J Mach Learn Res"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.70.5.627"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.asr.2008.02.012"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(94)00074-D"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007692713085"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.4.590"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/BF00993277"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1613\/jair.295","article-title":"active learning with statistical models","volume":"4","author":"cohn","year":"1996","journal-title":"J Artif Intell Res"},{"key":"ref15","first-page":"839","article-title":"less is more: active learning with support vectors machines","author":"schohn","year":"2000","journal-title":"Proc 17th ICML"},{"key":"ref16","first-page":"111","article-title":"query learning with large margin classifiers","author":"campbell","year":"2000","journal-title":"Proc ICML"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015349"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1504\/IJEP.2006.011223"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2004.1334570"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.827257"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/01431160110040323"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.831865"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2007.05.011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2005.846154"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.827262"},{"key":"ref49","author":"collobert","year":"2002","journal-title":"Torch A Modular Machine Learning Software Library"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2006.1660467"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842481"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.920468"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344552"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.916223"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.910220"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2004.03.004"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.836270"},{"key":"ref43","article-title":"an efficient active learning algorithm with knowledge transfer for hyperspectral remote sensing data","author":"jun","year":"2008","journal-title":"Proc IEEE IGARSS"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/36\/5075850\/04812037.pdf?arnumber=4812037","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,10]],"date-time":"2021-10-10T23:59:43Z","timestamp":1633910383000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/4812037\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,7]]},"references-count":50,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2008.2010404","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,7]]}}}
