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Learning Patterns from Imbalanced Evolving Data Streams

Published • Dec 1, 2018
Authors:
Manal Almuammar
,
Maria Fasli

Abstract

Learning patterns from evolving data streams is challenging due to the characteristics of such streams: being continuous, unbounded and high speed data of non-stationary nature, which must be processed on the fly, using minimal computational resources. An additional challenge is imposed by the imbal...

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