Concepedia

Damien Dablain

DD

4

Publications

566

Citations

4

H-Index

2022

Active since

Affiliations

University of Notre Dame(Current)

Virginia Commonwealth University

United States Naval Research Laboratory

National Research Council Canada

Damien Dablain is an author at University of Notre Dame specializing in engineering, data science, and pattern recognition.

Top concepts

EngineeringData ScienceDeep LearningImage AnalysisComputer ScienceMachine LearningPattern RecognitionData MiningMachine VisionComputer Vision

Publications per year

2022–2024

4

Publications

4

DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data

Damien Dablain, Bartosz Krawczyk, Nitesh V. Chawla · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 489 citations · Full text

Data Augmentation, Convolutional Neural Network, Machine Vision +14

Understanding CNN fragility when learning with imbalanced data

Damien Dablain, Kristen N. Jacobson, Colin Bellinger et al. · Machine Learning · 2023 · 55 citations · Full text

Image Classification, Imbalanced Image Data, Image Analysis +14

Towards a holistic view of bias in machine learning: bridging algorithmic fairness and imbalanced learning

Damien Dablain, Bartosz Krawczyk, Nitesh V. Chawla · Discover Data · 2024 · 12 citations · Full text

Understanding imbalanced data: XAI & interpretable ML framework

Damien Dablain, Colin Bellinger, Bartosz Krawczyk et al. · Machine Learning · 2024 · 10 citations · Full text

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