An Online Learning Algorithm for Non-stationary Imbalanced Data by Extra-Charging Minority Class

Nonstationary data stream classification with online active learning and siamese neural networks✩

“…Examples Online Bagging (OOB) [26], Kappa Updated Ensemble (KUE) [27], and Robust Online Self-adjusting Ensemble (ROSE) [28]. Other ensembling methods, include, EONN [29], ESOS-ELM [30], GRE [31] and HEEM [32].…”