Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Empirical analysis of ensemble methods for the classification of robocalls in telecommunications Subject The topic of the resource Ensemble method; Machine Learning; Random Forest; Robocalls; XGBoost Description An account of the resource With the advent of technology, there has been an excessive use of cellular phones. Cellular phones have made life convenient in our society. However, individuals and groups have subverted the telecommunication devices to deceive unwary victims. Robocalls are quite prevalent these days and they can either be legal or used by scammers to trick one out of their money. The proposed methodology in the paper is to experiment two ensemble models on the dataset acquired from the Federal Trade Commission (DNC Dataset). It is imperative to analyze the call records and based on the patterns the calls can classify as a robocall or not a robocall. Two algorithms Random Forest and XgBoost are combined in two ways and compared in the paper in terms of accuracy, sensitivity and the time taken. 2019 Institute of Advanced Engineering and Science. All rights reserved. Creator An entity primarily responsible for making the resource Ghosh M.; Prabu P. Source A related resource from which the described resource is derived International Journal of Electrical and Computer Engineering, Vol-9, No. 4, pp. 3108-3114. Publisher An entity responsible for making the resource available Institute of Advanced Engineering and Science Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.11591/ijece.v9i4.pp3108-3114" target="_blank" rel="noreferrer noopener">https://doi.org/10.11591/ijece.v9i4.pp3108-3114</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067249556&amp;doi=10.11591%2Fijece.v9i4.pp3108-3114&amp;partnerID=40&amp;md5=5de1b797aa825326a6929c9d83c87dcc" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067249556&amp;doi=10.11591%2fijece.v9i4.pp3108-3114&amp;partnerID=40&amp;md5=5de1b797aa825326a6929c9d83c87dcc</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access; Green Open Access Relation A related resource ISSN: 20888708 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Ghosh M., Department of Computer Science, Christ (Deemed to Be University), Hosur Main Road, Bangalore, 560029, India; Prabu P., Department of Computer Science, Christ (Deemed to Be University), Hosur Main Road, Bangalore, 560029, India