Colin Bellinger

The class imbalance problem in deep learning

Kushankur Ghosh, Colin Bellinger, Roberto Corizzo et al. · Machine Learning · 2022 · 213 citations · Full text

Engineering, Machine Learning, Deep Learning +5

Roadmap on Machine learning in electronic structure

Heather J. Kulik, Thomas Hammerschmidt, Jonathan Schmidt et al. · Electronic Structure · 2022 · 175 citations · Full text

Artificial Intelligence, Materials Science, Engineering +12

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

Shiven Sharma, Colin Bellinger, Bartosz Krawczyk et al. · 2018 · 91 citations

Artificial Intelligence, Engineering, Machine Learning +20

One-Class versus Binary Classification: Which and When?

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

Artificial Intelligence, Engineering, Machine Learning +20

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