{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T11:04:46Z","timestamp":1767611086392,"version":"3.28.0"},"reference-count":36,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/cec.2018.8477954","type":"proceedings-article","created":{"date-parts":[[2018,10,23]],"date-time":"2018-10-23T00:33:13Z","timestamp":1540254793000},"page":"1-6","source":"Crossref","is-referenced-by-count":23,"title":["Just-in-time Customer Churn Prediction: With and Without Data Transformation"],"prefix":"10.1109","author":[{"given":"Adnan","family":"Amin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Babar","family":"Shah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Asad Masood","family":"Khattak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thar","family":"Baker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hamood ur","family":"Rahman Durani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sajid","family":"Anwar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","first-page":"3","article-title":"Data cleaning: Problems and current approaches","volume":"23","author":"rahm","year":"2000","journal-title":"IEEE Data Eng Bull"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.15837\/ijccc.2012.5.1337"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2012.83"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1390817.1390822"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/GCIS.2009.131"},{"key":"ref35","first-page":"445","article-title":"Improving classification performance with discretization on biomedical datasets","volume":"2008","author":"lustgarten","year":"2008","journal-title":"AMIA Annual Symposium Proceedings"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1201\/9781420036268"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.08.023"},{"key":"ref11","first-page":"1","article-title":"Churn comprehension analysis for telecommunication industry using alba","author":"jamil","year":"2016","journal-title":"2016 International Conference on Emerging Technologies (ICET)"},{"key":"ref12","first-page":"1694","article-title":"Predicting customer churn in mobile telephony industry using probabilistic classifiers in data mining","volume":"10","author":"kirui","year":"2013","journal-title":"IJCSI International Journal of Computer Science Issues"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2007.256941"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-017-9516-2"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2771460"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2013.6"},{"key":"ref17","first-page":"1","article-title":"A prudet based approach for compromised user credetials detectio","author":"amin","year":"2017","journal-title":"Cluster Computing"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"531","DOI":"10.1109\/CONFLUENCE.2017.7943208","article-title":"Enhanced feature mining and classifier models to predict customer churn for an e-retailer","author":"subramanya","year":"2017","journal-title":"2017 7th International Conference on Cloud Computing Data Science & Engineering - Confluence Confluence"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.7763\/IJEEEE.2014.V4.302"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1057\/s41274-016-0176-1"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2011.09.031"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2005.09.080"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-017-2149-9"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.05.032"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2016.11.007"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.4314\/jfas.v9i6s.64"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.08.050"},{"key":"ref7","first-page":"1","article-title":"Customer churn prediction using recurrent neural network with reinforcement learning algorithm in mobile phone users","volume":"5","author":"kasiran","year":"2014","journal-title":"International Journal of Intelligent Information Processing"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.009"},{"key":"ref9","first-page":"206","article-title":"Customer churn prediction in telecommunication industry: With and without counter-example","author":"amin","year":"2014","journal-title":"Mexican International Conference on Artificial Intelligence"},{"key":"ref1","article-title":"Evaluating prediction of customer churn behavior based on artificial bee colony algorithm","volume":"6","author":"sachdeva riddhima","year":"2017","journal-title":"International Journal of Computational Engineering Science"},{"journal-title":"Profit driven decision trees for churn prediction","year":"2017","author":"h\u00f6ppner","key":"ref20"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-016-0995-z"},{"key":"ref21","article-title":"On the operational efficiency of different feature types for telco churn prediction","author":"mitrovic","year":"2017","journal-title":"European Journal of Operational Research"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.04.015"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.05.027"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2619719"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10774-5_8"}],"event":{"name":"2018 IEEE Congress on Evolutionary Computation (CEC)","start":{"date-parts":[[2018,7,8]]},"location":"Rio de Janeiro","end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8466244\/8477640\/08477954.pdf?arnumber=8477954","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,23]],"date-time":"2020-08-23T23:45:02Z","timestamp":1598226302000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8477954\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/cec.2018.8477954","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}