Concepedia

Colin Bellinger

CB

23

Publications

1.1K

Citations

16

H-Index

2010

Active since

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, engineering, and data science.

Top concepts

EngineeringMachine LearningData ScienceData MiningComputer SciencePattern RecognitionStatisticsKnowledge DiscoveryDeep LearningPredictive Analytics

Publications per year

2010–2024

23

Publications

23

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

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