{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T00:41:00Z","timestamp":1774312860265,"version":"3.50.1"},"reference-count":63,"publisher":"Tsinghua University Press","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Big Data Min. Anal."],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.26599\/bdma.2023.9020041","type":"journal-article","created":{"date-parts":[[2024,4,22]],"date-time":"2024-04-22T17:46:40Z","timestamp":1713808000000},"page":"294-314","source":"Crossref","is-referenced-by-count":6,"title":["Enhancing Telemarketing Success Using Ensemble-Based Online Machine Learning"],"prefix":"10.26599","volume":"7","author":[{"given":"Shahriar","family":"Kaisar","sequence":"first","affiliation":[{"name":"RMIT University,Department of Information Systems and Business Analytics,Melbourne,Australia,3000"}]},{"given":"Md Mamunur","family":"Rashid","sequence":"additional","affiliation":[{"name":"School of Engineering and Technology Central Queensland University,Rockhampton,Australia,4700"}]},{"given":"Abdullahi","family":"Chowdhury","sequence":"additional","affiliation":[{"name":"Faculty of Engineering Computer and Mathematical Science University of Adelaide,Adelaide,Australia,5005"}]},{"given":"Sakib Shahriar","family":"Shafin","sequence":"additional","affiliation":[{"name":"Centre for Smart Analytics Federation University Australia,Ballarat,Australia,3350"}]},{"given":"Joarder","family":"Kamruzzaman","sequence":"additional","affiliation":[{"name":"Centre for Smart Analytics Federation University Australia,Ballarat,Australia,3350"}]},{"given":"Abebe","family":"Diro","sequence":"additional","affiliation":[{"name":"School of Accounting Information Systems and Supply Chain RMIT University,Melbourne,Australia,3000"}]}],"member":"11138","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/isaf.1403"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1108\/02652320310469520"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10030353"},{"issue":"4","key":"ref4","first-page":"997","article-title":"Stop telephonin\u2019 me: The problematically narrow conception of telemarketing abuse under the TCPA","volume":"2022","author":"Martin","year":"2022","journal-title":"Wisconsin Law Review"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2010.10.019"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CSDE53843.2021.9718498"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-018-9637-z"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-2024-2_28"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.12.022"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.02.136"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1108\/JKM-07-2015-0293"},{"key":"ref12","first-page":"117","article-title":"Using data mining for bank direct marketing: An application of the crisp-DM methodology","volume-title":"Proc. 2011 European Simulation and Modelling Conf.","author":"Moro"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2014.03.001"},{"issue":"2","key":"ref14","first-page":"692","article-title":"Using data mining techniques for detecting the important features of the bank direct marketing data","volume":"7","author":"Parlar","year":"2017","journal-title":"Int. J. Econ. Financ. News."},{"issue":"1","key":"ref15","first-page":"35","article-title":"Using logistic regression model to predict the success of bank telemarketing","volume":"4","author":"Jiang","year":"2018","journal-title":"Int. J. Data Science and Technology"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.11613\/bm.2013.018"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/72.298224"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.4304\/jsw.5.12.1371-1377"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1111\/j.1751-5823.2001.tb00465.x"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116251"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1890\/0012-9658(2000)081[3178:cartap]2.0.co;2"},{"key":"ref22","volume-title":"Introduction to Neural Networks","author":"Lawrence","year":"1993"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/5254.708428"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.4249\/scholarpedia.1883"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSSM.2014.6874056"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.58729\/1941-6679.1296"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CAIPT.2017.8320691"},{"key":"ref28","first-page":"59","article-title":"Telemarketing outcome prediction using an ensemblebased machine learning technique","volume-title":"Proc. Australasian Conf. Information Systems (ACIS)","author":"Kaisar"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s11628-016-0332-3"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICE2T.2017.8215961"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.5120\/14852-3218"},{"key":"ref32","first-page":"90","article-title":"On the relationship between feature selection and classification accuracy","volume-title":"Proc. 2008 Int. Conf. New Challenges for Feature Selection in Data Mining and Knowledge Discovery","author":"Janecek"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/jrfm15060269"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-72065-0_7"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-2594-7_53"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/app10072581"},{"issue":"1","key":"ref37","first-page":"1","article-title":"Predicting the success of bank telemarketing using artificial neural network","volume":"14","author":"Selma","year":"2020","journal-title":"Int. J. Economics and Management Engineering"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-99-2710-4_8"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.4018\/IJBAN.288514"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2019.0100785"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICDABI53623.2021.9655824"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/app11199016"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2021.09.067"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-1480-7_31"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/DASA54658.2022.9765152"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3292840"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1080\/23270012.2021.1897956"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2016.0085"},{"key":"ref49","first-page":"368","article-title":"Improving telemarketing intelligence through significant proportion of target instances","volume-title":"Proc. 2014 Pacific Asia Conf. Information Systems (PACIS)","author":"Tan"},{"issue":"1","key":"ref50","first-page":"111","article-title":"Data preprocessing for supervised leaning","volume":"1","author":"Kotsiantis","year":"2006","journal-title":"Int. J. Computer Science"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1002\/0471200611"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICDABI53623.2021.9655790"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ASET56582.2023.10180825"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.frl.2023.104084"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-61527-7_14"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1504\/IJBIS.2020.110172"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/11538059_91"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2008.4633969"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3377644.3377660"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.2307\/2699986"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3032618"}],"container-title":["Big Data Mining and Analytics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8254253\/10506765\/10506772.pdf?arnumber=10506772","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,3]],"date-time":"2024-05-03T19:13:33Z","timestamp":1714763613000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10506772\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6]]},"references-count":63,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.26599\/bdma.2023.9020041","relation":{},"ISSN":["2096-0654","2097-406X"],"issn-type":[{"value":"2096-0654","type":"print"},{"value":"2097-406X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,6]]}}}