{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:37:48Z","timestamp":1775068668432,"version":"3.50.1"},"reference-count":22,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,11]]},"DOI":"10.1109\/innovations.2018.8605976","type":"proceedings-article","created":{"date-parts":[[2019,1,10]],"date-time":"2019-01-10T23:21:01Z","timestamp":1547162461000},"page":"93-98","source":"Crossref","is-referenced-by-count":102,"title":["Predicting Employee Attrition using Machine Learning"],"prefix":"10.1109","author":[{"given":"Sarah S.","family":"Alduayj","sequence":"first","affiliation":[]},{"given":"Kashif","family":"Rajpoot","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","author":"maisuradze","year":"2017","journal-title":"Predictive Analysis On The Example Of Employee Turnover"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1007\/11494683_28","article-title":"Which is the best multiclass SVM method? An empirical study","author":"duan","year":"2005","journal-title":"International Workshop on Multiple Classifier Systems"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/380995.380999"},{"key":"ref13","author":"rogers","year":"2016","journal-title":"A First Course in Machine Learning"},{"key":"ref14","first-page":"31","article-title":"Support vector machines and kernel methods: the new generation of learning machines","volume":"23","author":"cristianini","year":"2002","journal-title":"AI Magazine"},{"key":"ref15","article-title":"Random decision forests","author":"ho","year":"1995","journal-title":"Proceedings of the Third International Conference on Document Analysis and Recognition"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref17","article-title":"Knowledge Discovery and Data Mining: Challenges and Realities: Challenges and Realities","author":"zhu","year":"2007","journal-title":"IGI Global"},{"key":"ref18","article-title":"Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation","author":"powers","year":"2011","journal-title":"Journal of Machinery"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.239"},{"key":"ref4","first-page":"144","article-title":"Using Data MiningTechniques to Build a Classification Model for PredictingEmployees Performance","volume":"3","author":"al-radaideh","year":"2012","journal-title":"International Journal of Advanced Computer Science and Applications"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1108\/09596110910955695"},{"key":"ref6","article-title":"Analyzing employee attrition using decision tree algorithms","author":"alao","year":"2013","journal-title":"Computing Information Systems Development Informatics and Allied Research Journal"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.07.134"},{"key":"ref8","author":"kisaoglu","year":"2014","journal-title":"Employee Turnover Prediction Using Machine Learning Based Methods"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2004.06.022"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1348\/0963179041752646"},{"key":"ref1","article-title":"Job Satisfaction – A Major Factor Behind Attrition or Retention in Retail Industry","volume":"2","author":"kaur","year":"2016","journal-title":"Imperial Journal of Interdisciplinary Research (IJIR)"},{"key":"ref9","article-title":"Prediction of Employee Turnover inOrganizations using Machine Learning Algorithms","volume":"5","author":"punnoose","year":"2016","journal-title":"InternationalJournal of Advanced Research in Artificial Intelligence"},{"key":"ref20","article-title":"ADASYN: AdaptiveSynthetic Sampling Approach for Imbalanced Learning","author":"he","year":"2008","journal-title":"IEEE International Joint Conference on Neural Networks"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2532248100"},{"key":"ref21","first-page":"1157","article-title":"An Introduction to Variable and Feature Selection","volume":"3","author":"guyon","year":"2003","journal-title":"Journal of Machine Learning Research"}],"event":{"name":"2018 International Conference on Innovations in Information Technology (IIT)","location":"Al Ain","start":{"date-parts":[[2018,11,18]]},"end":{"date-parts":[[2018,11,19]]}},"container-title":["2018 International Conference on Innovations in Information Technology (IIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8593336\/8605941\/08605976.pdf?arnumber=8605976","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T00:34:49Z","timestamp":1643157289000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8605976\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/innovations.2018.8605976","relation":{},"subject":[],"published":{"date-parts":[[2018,11]]}}}