IEEE - Institute of Electrical and Electronics Engineers, Inc. - Entropy-based Sampling Approaches for Multi-class Imbalanced Problems

Author(s): Lusi Li ; Haibo He ; Jie Li
Sponsor(s): IEEE
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (CD): 2326-3865
ISSN (Electronic): 1558-2191
ISSN (Paper): 1041-4347
DOI: 10.1109/TKDE.2019.2913859
Regular:

In data mining, large differences between multi-classes distributions regarded as class imbalance issues have been known to hinder the classification performance. Unfortunately, existing sampling... View More

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