Shiven Sharma

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

Framework for extreme imbalance classification: SWIM—sampling with the majority class

Colin Bellinger, Shiven Sharma, Nathalie Japkowicz et al. · Knowledge and Information Systems · 2019 · 59 citations

Extreme Imbalance Classification, Data Classification, Classification Method +8

Anomaly detection in gamma ray spectra: A machine learning perspective

Shiven Sharma, Colin Bellinger, Nathalie Japkowicz et al. · 2012 · 29 citations

Anomaly Detection, Machine Learning, Engineering +21

Learning over subconcepts: Strategies for 1‐class classification

Shiven Sharma, Anil Somayaji, Nathalie Japkowicz · Computational Intelligence · 2017 · 19 citations

Artificial Intelligence, Data Classification, Classification Method +14