153 citations · 212 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 1 cited
Partial Resampling of Imbalanced Data
Firuz Kamalov, Amir F. Atiya, Dina Elreedy
Imbalanced data is a frequently encountered problem in machine learning. Despite a vast amount of literature on sampling techniques for imbalanced data, there is a limited number o…
cs.LG2020★ 58 cited
Gamma distribution-based sampling for imbalanced data
Firuz Kamalov, Dmitry Denisov
Imbalanced class distribution is a common problem in a number of fields including medical diagnostics, fraud detection, and others. It causes bias in classification algorithms lead…
cs.LG2019★ 153 cited
Kernel density estimation based sampling for imbalanced class distribution
Firuz Kamalov
Imbalanced response variable distribution is a common occurrence in data science. In fields such as fraud detection, medical diagnostics, system intrusion detection and many others…