Current and Past Research Problems
Class Imbalanced Classification
Improve immunity of Support Vector Machines, k-Nearest Neighbor, and Deep Neural Network classifiers against the detrimental effects of class imbalance.
Theoretical Analysis of Classifiers
Mathematically investigate how class imbalance affects the performance of a classifier as well as the popular evaluation indices.