{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T03:12:17Z","timestamp":1783048337051,"version":"3.54.6"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2011,5,1]],"date-time":"2011-05-01T00:00:00Z","timestamp":1304208000000},"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":[[2011,5]]},"DOI":"10.1109\/tgrs.2010.2083673","type":"journal-article","created":{"date-parts":[[2010,12,11]],"date-time":"2010-12-11T13:42:42Z","timestamp":1292074962000},"page":"1617-1626","source":"Crossref","is-referenced-by-count":68,"title":["A Fast Cluster-Assumption Based Active-Learning Technique for Classification of Remote Sensing Images"],"prefix":"10.1109","volume":"49","author":[{"given":"Swarnajyoti","family":"Patra","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lorenzo","family":"Bruzzone","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref32","author":"chang","year":"2001","journal-title":"LibSVM A Library for Support Vector Machine"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1117\/1.1631315","article-title":"Survey over image thresholding techniques and quantitative performance evaluation","volume":"13","author":"sezgin","year":"2004","journal-title":"J Electron Imaging"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009715923555"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130417"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007330508534"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/B978-1-55860-377-6.50027-X"},{"key":"ref13","first-page":"1","article-title":"Query learning strategies using boosting and bagging","author":"abe","year":"1998","journal-title":"Proc 15th ICML"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015385"},{"key":"ref15","first-page":"111","article-title":"Query learning with large margin classifiers","author":"campbell","year":"2000","journal-title":"Proc 17th ICML"},{"key":"ref16","first-page":"839","article-title":"Less is more: Active learning with support vector machines","author":"schohn","year":"2000","journal-title":"Proc 17th ICML"},{"key":"ref17","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":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2004.1334570"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2004.03.004"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2008.2010404"},{"key":"ref4","first-page":"1369","article-title":"Generalization error bounds in semi-supervised classification under the cluster assumption","volume":"8","author":"rigollet","year":"2007","journal-title":"J Mach Learn Res"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015349"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.4.590"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"1251","DOI":"10.1109\/TPAMI.2006.156","article-title":"Confidence-based active learning","volume":"28","author":"li","year":"2006","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2007.910220"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/0734-189X(85)90125-2"},{"key":"ref8","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":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-2099-5_1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.877950"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/72.822506"},{"key":"ref1","first-page":"200","article-title":"Transductive inference for text classification using support vector machines","author":"joachims","year":"1999","journal-title":"Proc 16th ICML"},{"key":"ref20","first-page":"393","article-title":"Representative sampling for text classification using support vector machines","author":"xu","year":"2003","journal-title":"Proc 25th Eur Conf Inf Retrieval Res"},{"key":"ref22","author":"vapnik","year":"2001","journal-title":"The Nature of Statistical Learning Theory"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130401"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.1262340"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.831865"},{"key":"ref26","first-page":"59","article-title":"Incorporating diversity in active learning with support vector machines","author":"brinker","year":"2003","journal-title":"Proc 20th ICML"},{"key":"ref25","first-page":"441","article-title":"Toward optimal active learning through sampling estimation of error reduction","author":"roy","year":"2001","journal-title":"Proc 18th ICML"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/36\/5753065\/05659475.pdf?arnumber=5659475","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,11]],"date-time":"2021-10-11T00:43:32Z","timestamp":1633913012000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5659475\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,5]]},"references-count":32,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tgrs.2010.2083673","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,5]]}}}