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D

Damien Dablain

University of Notre Dame

6H-index
12Paper Count
615Citation Count
Published Papers 3
Publication Date
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Understanding imbalanced data: XAI & interpretable ML framework
errMACHINE LEARNING
IF2.9
err2024-01-16
err1
errOAAI
errDablain, Damien; Bellinger, Colin; Krawczyk, Bartosz; Aha, David W.; Chawla, Nitesh
errShare
errSave
DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-09-01
err154
errOAAI
errDablain, Damien; Krawczyk, Bartosz; Chawla, Nitesh, V
errShare
errSave
Understanding CNN fragility when learning with imbalanced data
errMACHINE LEARNING
IF2.9
err2023-04-11
err14
errOAAI
errDablain, Damien; Jacobson, Kristen N.; Bellinger, Colin; Roberts, Mark; Chawla, Nitesh V.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
N
Nitesh V. Chawla
H-index: 72 · Papers: 626
D
David W. Aha
H-index: 46 · Papers: 266
B
Bartosz Krawczyk
H-index: 41 · Papers: 250
C
Colin Bellinger
H-index: 18 · Papers: 88
M
Mark Roberts
H-index: 13 · Papers: 78
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