{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T09:31:33Z","timestamp":1761989493384,"version":"3.28.0"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1109\/fuzz48607.2020.9177531","type":"proceedings-article","created":{"date-parts":[[2020,8,26]],"date-time":"2020-08-26T20:50:57Z","timestamp":1598475057000},"page":"1-9","source":"Crossref","is-referenced-by-count":8,"title":["Effective diagnosis of heart disease imposed by incomplete data based on fuzzy random forest"],"prefix":"10.1109","author":[{"given":"Elzhan","family":"Zeinulla","sequence":"first","affiliation":[]},{"given":"Karina","family":"Bekbayeva","sequence":"additional","affiliation":[]},{"given":"Adnan","family":"Yazici","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008334909089"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"4483","DOI":"10.1136\/bmj.e4483","article-title":"Pearson’s correlation coefficient","volume":"345","author":"sedgwick","year":"2012","journal-title":"BMJ"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2200\/S00196ED1V01Y200906AIM006"},{"key":"ref13","article-title":"Classification of Imbalance Data using Tomek Link (T-Link) Combined with Random Under-sampling (RUS) as a Data Reduction Method","volume":"1","author":"elhassan","year":"2016","journal-title":"Global Journal of Technology and Optimization"},{"article-title":"Fuzzy forests: extending random forests for correlated, high-dimensional data","year":"2015","author":"conn","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2010.02.003"},{"article-title":"Cross-Validation. Encyclopedia Of Database Systems, 532-538","year":"2009","author":"ross","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2005.01.012"},{"key":"ref18","first-page":"18","article-title":"Classification and regression by randomforest","volume":"2","author":"liaw","year":"2002","journal-title":"R News"},{"key":"ref19","first-page":"3146","article-title":"Lightgbm: A highly efficient gradient boosting decision tree","author":"ke","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-011-0777-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3923\/jai.2012.47.55"},{"article-title":"Heart Disease Dataset extended version","year":"2020","author":"zeinulla","key":"ref27"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.09.013"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2014\/783734","article-title":"Coronary Artery Disease Detection Using a Fuzzy-Boosting PSO Approach","volume":"2014","author":"hedeshi","year":"2014","journal-title":"Computational Intelligence and Neuroscience"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/0002-9149(89)90524-9"},{"article-title":"University of California, Irvine (UCI) Machine Learning Repository","year":"2017","author":"dua","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICOACS.2016.7563084"},{"article-title":"Heart Disease Dataset extended version","year":"2019","author":"zeinulla","key":"ref2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/mpr.329"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1161\/CIR.0000000000000350"},{"key":"ref20","first-page":"1","article-title":"Xgboost: extreme gradient boosting","author":"chen","year":"2015","journal-title":"R Package Version 0 2-3"},{"article-title":"Catboost: gradient boosting with categorical features support","year":"2018","author":"dorogush","key":"ref22"},{"key":"ref21","first-page":"1","article-title":"Ann for classification of cardiac arrhythmias","volume":"3","author":"anuradha","year":"2008","journal-title":"ARPN Journal of Engineering and Applied Sciences"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2007.07.001"},{"key":"ref23","first-page":"41","article-title":"An empirical study of the naive bayes classifier","volume":"3","author":"rish","year":"2001","journal-title":"IJCAI 2001 Workshop on Empirical Methods in Artificial Intelligence"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/S1532-0464(03)00034-0"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/69.991727"}],"event":{"name":"2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","start":{"date-parts":[[2020,7,19]]},"location":"Glasgow, United Kingdom","end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9171991\/9177529\/09177531.pdf?arnumber=9177531","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T15:57:44Z","timestamp":1656345464000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9177531\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/fuzz48607.2020.9177531","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}