Focusing on rare category analysis where the majority classes have smooth distributions and the minority classes exhibit the compactness property, this text focuses on challenging cases where the support regions of both classes overlap.
Focusing on rare category analysis where the majority classes have smooth distributions and the minority classes exhibit the compactness property, thi...
In many real-world problems, rare categories (minority classes) play essential roles despite their extreme scarcity. The discovery, characterization and prediction of rare categories of rare examples may protect us from fraudulent or malicious behavior, aid scientific discovery, and even save lives.
This book focuses on rare category analysis, where the majority classes have smooth distributions, and the minority classes exhibit the compactness property. Furthermore, it focuses on the challenging cases where the support regions of the majority and minority classes overlap. The...
In many real-world problems, rare categories (minority classes) play essential roles despite their extreme scarcity. The discovery, characterizatio...
