Intelligent Adaptation of Ensemble Size in Data Streams Using Online Bagging

In this era of the Internet of Things and Big Data, a proliferation of connected devices continuously produce massive amounts of fast evolving streaming data. There is a need to study the relationships in such streams for analytic applications, such as network intrusion detection, fraud detection an...

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Bibliographic Details
Main Author: Olorunnimbe, Muhammed
Other Authors: Viktor, Herna
Language:en
Published: Université d'Ottawa / University of Ottawa 2015
Subjects:
ROI
Online Access:http://hdl.handle.net/10393/32340
http://dx.doi.org/10.20381/ruor-4304