{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T07:55:01Z","timestamp":1770537301598,"version":"3.49.0"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2016,6,1]],"date-time":"2016-06-01T00:00:00Z","timestamp":1464739200000},"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. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2016,6]]},"DOI":"10.1109\/tnnls.2015.2424254","type":"journal-article","created":{"date-parts":[[2015,5,25]],"date-time":"2015-05-25T18:24:19Z","timestamp":1432578259000},"page":"1379-1391","source":"Crossref","is-referenced-by-count":38,"title":["Dissimilarity-Based Ensembles for Multiple Instance Learning"],"prefix":"10.1109","volume":"27","author":[{"given":"Veronika","family":"Cheplygina","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David M. J.","family":"Tax","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Loog","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.19.5.1155"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1121\/1.4707424"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2037756"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48219-9_1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2004.04.004"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022859003006"},{"key":"ref37","first-page":"199","article-title":"Comparing the use of background knowledge by inductive logic programming systems","author":"srinivasan","year":"1995","journal-title":"Proc 5th Int Workshop Inductive Logic Program"},{"key":"ref36","first-page":"570","article-title":"A framework for multiple-instance learning","author":"maron","year":"1998","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2004.842481"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2004.07.007"},{"key":"ref28","first-page":"177","article-title":"Prototype selection for dissimilarity representation by a genetic algorithm","author":"cala\u00f1a","year":"2010","journal-title":"Proc 20th Int Conf Pattern Recognit"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2005.06.012"},{"key":"ref29","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":"ref2","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-13-S15-S3"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(96)00034-3"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24471-1_13"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-007-0111-x"},{"key":"ref21","author":"akbas","year":"2011"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/34.862197"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-1684(02)00474-7"},{"key":"ref25","first-page":"49","article-title":"1-norm support vector machines","volume":"16","author":"zhu","year":"2004","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref50","first-page":"561","article-title":"Support vector machines for multiple-instance learning","volume":"15","author":"andrews","year":"2002","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref51","first-page":"1417","article-title":"Multiple instance boosting for object detection","volume":"18","author":"viola","year":"2006","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.12.018"},{"key":"ref53","author":"tax","year":"2011","journal-title":"MIL A Matlab Toolbox for Multiple Instance Learning"},{"key":"ref52","author":"duin","year":"2013","journal-title":"PRTOOLS A Matlab Toolbox for Pattern Recognition"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24471-1_16"},{"key":"ref11","first-page":"958","article-title":"MILIS: Multiple instance learning with instance selection","volume":"33","author":"fu","year":"2010","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(99)00138-7"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.1142\/5965","author":"p?kalska","year":"2005","journal-title":"The Dissimilarity Representation for Pattern Recognition Foundations and Applications"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34166-3_66"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48219-9_36"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/BF01238023"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45014-9_2"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38067-9_2"},{"key":"ref18","first-page":"1609","article-title":"Multi-instance multi-label learning with application to scene classification","author":"zhou","year":"2006","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref19","first-page":"1156","article-title":"Does one rotten apple spoil the whole barrel?","author":"cheplygina","year":"2012","journal-title":"Proc 21st Int Conf Pattern Recognit"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.248"},{"key":"ref3","first-page":"943","article-title":"Multiple instance learning with generalized support vector machines","author":"andrews","year":"2002","journal-title":"Proc Nat Conf Artif Intell"},{"key":"ref6","first-page":"425","article-title":"Multiple instance learning for computer aided diagnosis","volume":"19","author":"fung","year":"2007","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553534"},{"key":"ref8","first-page":"1119","article-title":"Solving the multiple-instance problem: A lazy learning approach","author":"wang","year":"2000","journal-title":"Proc 17th Int Conf Mach Learn"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1017\/S026988890999035X"},{"key":"ref49","first-page":"1073","article-title":"EM-DD: An improved multiple-instance learning technique","volume":"14","author":"zhang","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref9","first-page":"179","article-title":"Multi-instance kernels","author":"g\u00e4rtner","year":"2002","journal-title":"Proc 19th Int Conf Mach Learn"},{"key":"ref46","first-page":"2861","article-title":"A study on semi-supervised dissimilarity representation","author":"dinh","year":"2012","journal-title":"Proc 21st Int Conf Pattern Recognit"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89689-0_76"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-12127-2_13"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45428-4_14"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2002.1048415"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21557-5_12"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.50"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/S0031-3203(96)00142-2"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/7470313\/07112526.pdf?arnumber=7112526","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:45:04Z","timestamp":1642005904000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7112526\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,6]]},"references-count":54,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2015.2424254","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,6]]}}}