{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T06:45:28Z","timestamp":1729665928983,"version":"3.28.0"},"reference-count":41,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,9]]},"DOI":"10.1109\/dmo.2012.6329799","type":"proceedings-article","created":{"date-parts":[[2012,10,18]],"date-time":"2012-10-18T20:50:43Z","timestamp":1350593443000},"page":"59-66","source":"Crossref","is-referenced-by-count":6,"title":["A Direct Ensemble Classifier for Imbalanced Multiclass Learning"],"prefix":"10.1109","author":[{"given":"Mohd Shamrie","family":"Sainin","sequence":"first","affiliation":[]},{"given":"Rayner","family":"Alfred","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"crossref","first-page":"3113","DOI":"10.1016\/j.csda.2005.06.007","article-title":"On optimum choice of k in nearest neighbor classification","volume":"50","author":"anil","year":"2006","journal-title":"Computational Statistics and Data Analysis"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2010.03.010"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-009-9124-7"},{"key":"36","article-title":"Nearest Neighbour Distance Matrix Classification","author":"sainin","year":"0","journal-title":"International Conference on Advanced Data Mining and Applications (ADMA2010) 2010 Chongqing China"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.08.044"},{"key":"33","first-page":"312004","article-title":"Improving spam filtering by combining Naive Bayes with simple k-nearest neighbor searches","author":"etzold","year":"2003","journal-title":"The Computing Research Repository"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-003-0192-z"},{"key":"34","first-page":"46","article-title":"Mixture of Expert Agents for Handling Imbalanced Data Sets","volume":"1","author":"kotsiantis","year":"2003","journal-title":"Annals of mathematics computing & teleinformatics"},{"key":"16","first-page":"2126","article-title":"SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition","author":"zhang","year":"0","journal-title":"Proceedings of Conference on Computer Vision and Pattern Recognition 2006"},{"journal-title":"The UCR Time Series Classification\/Clustering Homepage","year":"2006","author":"keogh","key":"39"},{"key":"13","first-page":"196","article-title":"A technique for improving the performance of naive bayes text classification","author":"jiang","year":"0","journal-title":"Proceedings of the 2011 International Conference on Web Information Systems and Mining - Volume Part II 2011"},{"key":"14","article-title":"Research of a Spam Filtering Algorithm Based on Naive Bayes and AIS","author":"qin","year":"0","journal-title":"Computational and Information Sciences (ICCIS) 2010 International Conference on 2010"},{"journal-title":"UCI Machine Learning Repository","year":"2007","author":"asuncion","key":"37"},{"key":"11","article-title":"An empirical study of the naive Bayes classifier","author":"rish","year":"0","journal-title":"IJCAI 2001 Workshop on Empirical Methods in Artificial Intelligence"},{"key":"38","first-page":"255","article-title":"KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework","volume":"17","author":"alcala?-fdez","year":"2011","journal-title":"Journal of Multiple-Valued Logic and Soft Computing"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.5120\/3027-4098"},{"key":"21","article-title":"Boosting for Learning Multiple Classes with Imbalanced Class Distribution","author":"sun","year":"0","journal-title":"Data Mining 2006 ICDM '06 Sixth International Conference on"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622006002258"},{"key":"41","first-page":"207","article-title":"Distance Metric Learning for Large Margin Nearest Neighbor Classification","volume":"10","author":"weinberger","year":"2009","journal-title":"Journal of Machine Learning Research"},{"journal-title":"NIPS Feature Selection Challenge","year":"2003","key":"40"},{"key":"22","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":"Intell Data Anal"},{"key":"23","article-title":"Issues in Mining Imbalanced Data Sets - A Review Paper","author":"visa","year":"0","journal-title":"Proceedings of the Sixteen Midwest Artificial Intelligence and Cognitive Science Conference MAICS-2005 2005 Dayton"},{"key":"24","article-title":"OAHO: An Effective Algorithm for Multi-Class Learning from Imbalanced Data","author":"murphey","year":"0","journal-title":"Proceedings of International Joint Conference on Neural Networks 2007 Orlando Florida USA"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1109\/ICNC.2008.871"},{"key":"26","article-title":"Ensemble Learning","author":"dietterich","year":"2002","journal-title":"The Handbook of Brain Theory and Neural Networks"},{"key":"27","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1613\/jair.614","article-title":"Popular Ensemble Methods: An Empirical Study","author":"optiz","year":"1999","journal-title":"Journal of Articial Intelligence Research"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1142\/9789812386533_0015"},{"key":"29","volume":"4","author":"polikar","year":"2009","journal-title":"Ensemble Learning"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.706"},{"journal-title":"Diversified Ensemble Classifiers for Highly Imbalanced Data Learning and Their Application in Bioinformatics","year":"2011","author":"ding","key":"2"},{"journal-title":"Machine Learning","year":"1997","author":"mitchell","key":"10"},{"key":"1","article-title":"An Empirical Study of Multiclass Classification with Class Imbalance Problems","author":"lerteerawong","year":"0","journal-title":"International Conference on Business and Information BAI2011 2011 Sapporo Japan"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1093\/protein\/13.1.15"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102418"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-12-59"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-008-0165-z"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-17934-1_2"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2010.11.012"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/WI-IAT.2010.178"},{"key":"9","first-page":"1","author":"aly","year":"2005","journal-title":"Survey on Multiclass Classification Methods"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"}],"event":{"name":"2012 4th Conference on Data Mining and Optimization (DMO)","start":{"date-parts":[[2012,9,2]]},"location":"Langkawi, Malaysia","end":{"date-parts":[[2012,9,4]]}},"container-title":["2012 4th Conference on Data Mining and Optimization (DMO)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/6322848\/6329780\/06329799.pdf?arnumber=6329799","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,4]],"date-time":"2019-07-04T16:37:43Z","timestamp":1562258263000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6329799\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,9]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/dmo.2012.6329799","relation":{},"subject":[],"published":{"date-parts":[[2012,9]]}}}