Random forest clustering for discrete sequences

Mudi Jiang, Jiaqi Wang, Lianyu Hu, Zengyou He

Abstract: Highlights•A discrete sequence clustering method based on random forest is proposed.•We solve the unsupervised sequence clustering problem in a “supervised” manner.•Experimental results demonstrate the feasibility and effectiveness of our method.