{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T03:46:46Z","timestamp":1773978406664,"version":"3.50.1"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1109\/smc.2017.8122985","type":"proceedings-article","created":{"date-parts":[[2017,11,30]],"date-time":"2017-11-30T22:22:47Z","timestamp":1512080567000},"page":"2420-2424","source":"Crossref","is-referenced-by-count":14,"title":["Finding label noise examples in large scale datasets"],"prefix":"10.1109","author":[{"given":"Rajmadhan","family":"Ekambaram","sequence":"first","affiliation":[]},{"given":"Dmitry B.","family":"Goldgof","sequence":"additional","affiliation":[]},{"given":"Lawrence O.","family":"Hall","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.283"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89376-9_10"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-009-0101-z"},{"key":"ref13","first-page":"1","article-title":"Identifying mislabeled training examples in ILP classification problems","author":"verbaeten","year":"2002","journal-title":"Proceedings of the Twelfth Belgian-Dutch Conference on Machine Learning"},{"key":"ref14","article-title":"Zero-Day Android Malware Detection Through Label Noise Identication","author":"li","year":"0","journal-title":"submitted for publication"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref16","article-title":"Finding Random Label Noise with SVMs","author":"ekambaram","year":"0","journal-title":"submitted for publication"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref18","article-title":"Data mining: Practical machine learning tools and techniques","author":"hall","year":"2011","journal-title":"Kaufmann Burlington"},{"key":"ref19","first-page":"27","article-title":"LIBSVM: a library for support vector machines","volume":"2","author":"chang","year":"2011","journal-title":"ACM Transactions on Intelligent Systems and Technology (TIST)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.09.020"},{"key":"ref3","first-page":"3504","article-title":"Label-noise reduction with support vector machines","author":"fefilatyev","year":"2012","journal-title":"IEEE International Conference on Pattern Recognition"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-004-0751-8"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1613\/jair.606","article-title":"Identifying mislabeled training data","volume":"11","author":"brodley","year":"1999","journal-title":"Journal of Artificial Intelligence Research"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2007.11.041"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007682208299"},{"key":"ref2","first-page":"248","article-title":"Imagenet: A large-scale hierarchical image database","author":"deng","year":"2009","journal-title":"IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2013.2292894"},{"key":"ref20","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2807412"},{"key":"ref23","year":"0","journal-title":"Pretrained GoogLeNet Model"}],"event":{"name":"2017 IEEE International Conference on Systems, Man and Cybernetics (SMC)","location":"Banff, AB","start":{"date-parts":[[2017,10,5]]},"end":{"date-parts":[[2017,10,8]]}},"container-title":["2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8114675\/8122565\/08122985.pdf?arnumber=8122985","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,7]],"date-time":"2019-10-07T05:55:44Z","timestamp":1570427744000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8122985\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/smc.2017.8122985","relation":{},"subject":[],"published":{"date-parts":[[2017,10]]}}}