Recurrent Adaptive Classifier Ensemble for Handling Recurring Concept Drifts

For most real-world data streams, the concept about which data is obtained may shift from time to time, a phenomenon known as concept drift. For most real-world applications such as nonstationary time-series data, concept drift often occurs in a cyclic fashion, and previously seen concepts will reap...

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Bibliographic Details
Main Authors: Tinofirei Museba, Fulufhelo Nelwamondo, Khmaies Ouahada, Ayokunle Akinola
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/2021/5533777