97 citations · 174 across the 7 of their papers we have counts for
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cs.LG2021
Kernel density estimation-based sampling for neural network classification
Firuz Kamalov, Ashraf Elnagar
Imbalanced data occurs in a wide range of scenarios. The skewed distribution of the target variable elicits bias in machine learning algorithms. One of the popular methods to comba…
cs.LG2019★ 28 cited
Outlier Detection in High Dimensional Data
Firuz Kamalov, Ho Hon Leung
High-dimensional data poses unique challenges in outlier detection process. Most of the existing algorithms fail to properly address the issues stemming from a large number of feat…