IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Systematic Study of Online Class Imbalance Learning With Concept Drift

Author(s): Shuo Wang ; Leandro L. Minku ; Xin Yao
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Volume: 29
Page(s): 4,802 - 4,821
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2017.2771290
Regular:

As an emerging research topic, online class imbalance learning often combines the challenges of both class imbalance and concept drift. It deals with data streams having very skewed class... View More

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