{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T11:49:38Z","timestamp":1742384978773,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013,11]]},"DOI":"10.1109\/rivf.2013.6719882","type":"proceedings-article","created":{"date-parts":[[2014,1,24]],"date-time":"2014-01-24T16:23:41Z","timestamp":1390580621000},"page":"135-140","source":"Crossref","is-referenced-by-count":4,"title":["Imbalanced educational data classification: An effective approach with resampling and random forest"],"prefix":"10.1109","author":[{"family":"Vo Thi Ngoc Chau","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Nguyen Hua Phung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"19","article-title":"Data mining algorithms to classify students","author":"romero","year":"2008","journal-title":"Educational Data Mining"},{"journal-title":"Data Mining Practical Machine Learning Tools and Techniques","year":"2011","author":"witten","key":"22"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-012-0374-8"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622006002258"},{"key":"18","article-title":"Predicting school failure using data mining","author":"ma?rquez-vera","year":"2011","journal-title":"Educational Data Mining"},{"key":"15","first-page":"107","article-title":"Boosting prediction accuracy on imbalanced datasets with svm ensembles","author":"liu","year":"2006","journal-title":"PAKDD 2006 LNAI 3918"},{"journal-title":"WLSVM Integrating LibSVM into Weka Environment","year":"2005","author":"el-manzalawy","key":"16"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-33412-2_41"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.12.043"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1504\/IJMIE.2008.018391"},{"key":"12","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","author":"kohavi","year":"1995","journal-title":"Proc Of the Int Joint Conf on Artificial Intelligence (JICAI)"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-009-0198-y"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1007\/s00726-010-0595-2"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1037\/a0016973"},{"key":"2","first-page":"222","article-title":"Improving course success prediction using abet course outcomes and grades","author":"alper","year":"2012","journal-title":"Proc Of the 4th Int Conf on Computer Supported Education"},{"journal-title":"Ho Chi Minh City University of Technology Vietnam","year":"2013","key":"1"},{"journal-title":"Data Mining Concepts and Techniques","year":"2012","author":"han","key":"10"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"6","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random forest","volume":"45","author":"breiman","year":"0","journal-title":"Mach Learn"},{"key":"5","article-title":"Predicting drop-out from social behaviour of students","author":"bayer","year":"2012","journal-title":"Proc Int Conf Educ Data Mining"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1007\/11552253_3"},{"key":"9","article-title":"Predicting students drop out: A case study","author":"dekker","year":"2009","journal-title":"Educational Data Mining"},{"key":"8","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Using random forest to learn imbalanced data","volume":"45","author":"chen","year":"2001","journal-title":"Mach Learn"}],"event":{"name":"2013 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF)","start":{"date-parts":[[2013,11,10]]},"location":"Hanoi, Vietnam","end":{"date-parts":[[2013,11,13]]}},"container-title":["The 2013 RIVF International Conference on Computing & Communication Technologies - Research, Innovation, and Vision for Future (RIVF)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6712195\/6719848\/06719882.pdf?arnumber=6719882","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T21:03:20Z","timestamp":1565125400000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6719882\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,11]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/rivf.2013.6719882","relation":{},"subject":[],"published":{"date-parts":[[2013,11]]}}}