{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T20:43:46Z","timestamp":1761597826195,"version":"3.28.0"},"reference-count":29,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,11]]},"DOI":"10.1109\/aiccsa.2016.7945645","type":"proceedings-article","created":{"date-parts":[[2017,6,12]],"date-time":"2017-06-12T20:44:49Z","timestamp":1497300289000},"page":"1-8","source":"Crossref","is-referenced-by-count":2,"title":["OFSF-BC: Online feature selection framework for binary classification"],"prefix":"10.1109","author":[{"given":"Fatma","family":"Ben Said","sequence":"first","affiliation":[]},{"given":"Adel M.","family":"Alimi","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1109\/TKDE.2013.32","article-title":"Online feature selection and its applications","volume":"26","author":"wang","year":"2014","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"ref11","article-title":"Massive-scale Online Feature Selection for Sparse Ultra-high Dimensional Data","author":"wu","year":"2014","journal-title":"CoRR"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ISDA.2015.7489229"},{"key":"ref13","first-page":"293","article-title":"A New Online Feature Selection Method for Decision Making Problems with Ultra-High Dimension and Massive Training Data","volume":"11","author":"ben said","year":"2016","journal-title":"Journal of Information Assurance and Security"},{"key":"ref14","first-page":"1289","article-title":"An Extensive Empirical Study of Feature Selection Metrics for Text Classification","volume":"3","author":"forman","year":"2003","journal-title":"Journal of Machine Learning Research JMLR"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(03)00079-1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273600"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(97)00043-X"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273515"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553520"},{"key":"ref28","article-title":"Exact Soft Confidence-Weighted Learning","author":"wang","year":"2012","journal-title":"International Conference on Machine Learning ICML 2012"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.66"},{"key":"ref27","article-title":"Adaptive Regularization Of Weight Vectors","author":"crammer","year":"2009","journal-title":"Neural Information Processing Systems NIPS"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2002.1183917"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.82.3.213"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-33858-3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339673"},{"key":"ref8","first-page":"1159","article-title":"Online streaming feature selection","author":"wu","year":"2010","journal-title":"Proceedings of the 27th International Conference on Machine Learning (ICML-10)"},{"key":"ref7","first-page":"592","article-title":"Online feature selection using grafting","author":"perkins","year":"2003","journal-title":"International Conference on Machine Learning ICML"},{"key":"ref2","first-page":"480","article-title":"Feature selection in SVM text categorization","author":"taira","year":"1999","journal-title":"Proceedings of AAAI-99 16th Conference of the American Association for Artificial Intelligence"},{"key":"ref9","article-title":"Online Feature Selection with Streaming Feature","volume":"35","author":"wu","year":"2013","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S1088-467X(97)00008-5"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1037\/h0042519"},{"key":"ref22","first-page":"213","article-title":"A new approximate maximal margin classification algorithm","volume":"2","author":"gentile","year":"2001","journal-title":"Journal of Machine Learning Research JMLR"},{"key":"ref21","first-page":"498","article-title":"The relaxed online maximum margin algorithm","author":"li","year":"1999","journal-title":"Neural Information Processing Systems NIPS"},{"key":"ref24","first-page":"928","article-title":"Online convex programming and generalized infinitesimal gradient ascent","author":"zinkevich","year":"2003","journal-title":"International Conference on Machine Learning ICML"},{"key":"ref23","first-page":"551","article-title":"Online passive-aggressive algorithms","volume":"7","author":"crammer","year":"2006","journal-title":"Journal of Machine Learning Research JMLR"},{"key":"ref26","article-title":"Exact Convex Confidence-Weighted Learning","author":"crammer","year":"2008","journal-title":"Neural Information Processing Systems NIPS"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1137\/S0097539703432542"}],"event":{"name":"2016 IEEE\/ACS 13th International Conference of Computer Systems and Applications (AICCSA)","start":{"date-parts":[[2016,11,29]]},"location":"Agadir, Morocco","end":{"date-parts":[[2016,12,2]]}},"container-title":["2016 IEEE\/ACS 13th International Conference of Computer Systems and Applications (AICCSA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7937763\/7945610\/07945645.pdf?arnumber=7945645","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,25]],"date-time":"2019-09-25T23:33:13Z","timestamp":1569454393000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7945645\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,11]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/aiccsa.2016.7945645","relation":{},"subject":[],"published":{"date-parts":[[2016,11]]}}}