Concepedia

Colin Bellinger

CB

Statistics

Publications

24

Citations

1.2K

H-Index

17

Active since

2010

Affiliations

National Research Council Canada(Current)

University of Alberta

University of Ottawa

American University

Virginia Commonwealth University

Colin Bellinger is an author at National Research Council Canada specializing in machine learning, computer science, and computing.

Publications per year

2010–2024

24

Publications

24

The class imbalance problem in deep learning

Kushankur Ghosh, Colin Bellinger, Roberto Corizzo et al. · Machine Learning · 2022 · 270 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Roadmap on Machine learning in electronic structure

Heather J. Kulik, Thomas Hammerschmidt, Jonathan Schmidt et al. · Electronic Structure · 2022 · 184 citations · Full text

Natural Sciences, Materials Science, Physics +15

Synthetic Oversampling with the Majority Class: A New Perspective on Handling Extreme Imbalance

Shiven Sharma, Colin Bellinger, Bartosz Krawczyk et al. · 2018 · 92 citations

Computing, Computer Science, Data Science +12

One-Class versus Binary Classification: Which and When?

Colin Bellinger, Shiven Sharma, Nathalie Japkowicz · 2012 · 88 citations

Computing, Computer Science, Machine Learning +12

SMOTEFUNA: Synthetic Minority Over-Sampling Technique Based on Furthest Neighbour Algorithm

Ahmad S. Tarawneh, Ahmad B. Hassanat, Khalid Almohammadi et al. · IEEE Access · 2020 · 80 citations · Full text

Computing, Computer Science, Data Science +16

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