Evolving Stream Classification using Change Detection

Mustafa, Ahmad and Haque, Ahsanul and Khan, Latifur and Baron, Michael and Thuraisingham, Bhavani (2014) Evolving Stream Classification using Change Detection. In: 10th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing.

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Abstract

Classifying instances in evolving data stream is a challenging task because of its properties, e.g., infinite length,
concept drift, and concept evolution. Most of the currently available approaches to classify stream data instances divide the stream data into fixed size chunks to fit the data in m

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 10:16
Last Modified: 17 Apr 2026 19:58
URI: http://eprints.eai.eu/id/eprint/11763

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