SMOClust: Synthetic Minority Oversampling based on Stream Clustering for Evolving Data Streams

Chun Wai Chiu, Leandro L. Minku

Many real-world data stream applications not only suffer from concept drift but also class imbalance. Yet, very few existing studies investigated this joint challenge. Data difficu…