{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T15:23:05Z","timestamp":1725549785531},"reference-count":19,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,2]]},"DOI":"10.1109\/kst.2016.7440523","type":"proceedings-article","created":{"date-parts":[[2016,3,24]],"date-time":"2016-03-24T16:20:21Z","timestamp":1458836421000},"page":"39-42","source":"Crossref","is-referenced-by-count":3,"title":["Hybrid ensembles of decision trees and Bayesian network for class imbalance problem"],"prefix":"10.1109","author":[{"given":"Pumitara","family":"Ruangthong","sequence":"first","affiliation":[]},{"given":"Saichon","family":"Jaiyen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"article-title":"C4.5: Programs for Machine Learning","year":"1993","author":"ross","key":"ref10"},{"key":"ref11","first-page":"124","article-title":"The alternating decision tree learning algorithm","author":"freund","year":"1999","journal-title":"Proceeding of the Sixteenth International Conference on Machine Learning"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2014.03.001"},{"key":"ref13","first-page":"117","article-title":"Using Data Mining for bank Direct Marketing: An Application of the CRISP-DM Methodology","author":"moro","year":"2011","journal-title":"Proceedings of the European Simulation and Modelling Conference - ESM'2011"},{"article-title":"Artificial Intelligence","year":"2009","author":"natthaphong","key":"ref14"},{"key":"ref15","first-page":"221","article-title":"Simplifying decision trees","author":"quinlan","year":"0","journal-title":"International Journal of Man-Machine Studies"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21738-8_38"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1613\/jair.614","article-title":"Popular ensemble methods: An empirical study","author":"opitz","year":"1999","journal-title":"Journal of Artificial Intelligence Research"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MCAS.2006.1688199"},{"article-title":"Experiments with a New Boosting Algorithm","year":"1996","author":"yoav","key":"ref19"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1613\/jair.953","article-title":"SMOTE: Synthetic Minority Over-sampling Technique","author":"chawla","year":"2002","journal-title":"Journal of Artificial Intelligence Research"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JCSSE.2015.7219776"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSSM.2014.6874056"},{"key":"ref5","first-page":"1","article-title":"An improved random decision trees algorithm with application to land cover classification","author":"haiwei","year":"2010","journal-title":"Geoinformatics Birjing"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JCSSE.2015.7219777"},{"key":"ref7","first-page":"1522","article-title":"L1 regularized ordering for learning Bayesian network classifiers","author":"ying","year":"2011","journal-title":"Natural Computation (ICNC)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CBMS.2007.94"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2009.2029559"},{"key":"ref9","first-page":"3808","article-title":"Analysis and prediction of trajectories using Bayesian network","author":"chien-liang liu","year":"2010","journal-title":"Natural Computation (ICNC) Yantai Shandong"}],"event":{"name":"2016 8th International Conference on Knowledge and Smart Technology (KST)","start":{"date-parts":[[2016,2,3]]},"location":"Chiangmai, Thailand","end":{"date-parts":[[2016,2,6]]}},"container-title":["2016 8th International Conference on Knowledge and Smart Technology (KST)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7435826\/7440466\/7440523.pdf?arnumber=7440523","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,5]],"date-time":"2019-09-05T19:47:16Z","timestamp":1567712836000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7440523\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,2]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/kst.2016.7440523","relation":{},"subject":[],"published":{"date-parts":[[2016,2]]}}}