Danilo Macciò

QuantTree: Histograms for Change Detection in Multivariate Data Streams

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 the change-detection literature as they often require a number of bins that grows unfeasibly with the d…