{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,2]],"date-time":"2026-08-02T18:14:13Z","timestamp":1785694453963,"version":"3.56.0"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,10]]},"DOI":"10.1109\/icip.2014.7026026","type":"proceedings-article","created":{"date-parts":[[2015,2,5]],"date-time":"2015-02-05T17:41:49Z","timestamp":1423158109000},"page":"5067-5071","source":"Crossref","is-referenced-by-count":10,"title":["Using ensemble margin to explore issues of training data imbalance and mislabeling on large area land cover classification"],"prefix":"10.1109","author":[{"given":"Andrew","family":"Mellor","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Samia","family":"Boukir","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew","family":"Haywood","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Simon","family":"Jones","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-012-0299-1"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1525\/bio.2010.60.1.9"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1024691352"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2010.08.007"},{"key":"ref14","article-title":"Margin framework for ensemble classifiers. Application to remote sensing data","author":"guo","year":"2011"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-11-447"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/j.1538-7305.1948.tb01338.x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022859003006"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.70.5.627"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolmodel.2012.03.007"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2011.11.002"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/rs5062838"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.08.011"},{"key":"ref8","article-title":"Using Random Forest to Learn Imbalanced Data","author":"chen","year":"2004"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"429","DOI":"10.3233\/IDA-2002-6504","article-title":"The class imbalance problem: A systematic study","volume":"6","author":"japkowicz","year":"2002","journal-title":"Intelligent Data Analysis"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1890\/07-0539.1"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.74.10.1201"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1613\/jair.953","article-title":"SMOTE: Synthetic Minority Oversampling Technique","volume":"16","author":"chawla","year":"2002","journal-title":"Journal of Artificial Intelligence Research"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2011.12.003"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/S0034-4257(00)00142-5"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.69.7.793"}],"event":{"name":"2014 IEEE International Conference on Image Processing (ICIP)","location":"Paris, France","start":{"date-parts":[[2014,10,27]]},"end":{"date-parts":[[2014,10,30]]}},"container-title":["2014 IEEE International Conference on Image Processing (ICIP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6992914\/7024995\/07026026.pdf?arnumber=7026026","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,20]],"date-time":"2019-08-20T17:27:57Z","timestamp":1566322077000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7026026\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,10]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/icip.2014.7026026","relation":{},"subject":[],"published":{"date-parts":[[2014,10]]}}}