QuantTree: Histograms for Change Detection in Multivariate Data Streams

Giacomo Boracchi, Diego Carrera, Cristiano Cervellera, Danilo Macciò

Abstract: We address the problem of detecting distribution changes in multivariate data streams by means of histograms. Histograms are very general and flexible models, which have been relatively ignored in ...