Variational inference based bayes online classifiers with concept drift adaptation

Thi Thu Thuy Nguyen, Tien Thanh Nguyen, Alan Wee-Chung Liew, Shi-Lin Wang

Abstract: Highlights•A novel online classifier based on Bayes variational inference is proposed.•Two new concept drift adaptation techniques are proposed for the online classifier.•State-of-the-art performance is achieved for the proposed method.

External IDs:doi:10.1016/j.patcog.2018.04.007