In this paper we present the Vertical Hoeffding Tree (VHT), the first distributed streaming algorithm for […]
Slides of a short course in Data Stream Mining, presenting classification methods, adaptive change detection, clustering […]
I was happy to be invited to give a keynote talk at BASNA 2014, the 5th […]
Gianmarco de Francisci Morales presented this week our tutorial “Big Data Stream Mining” at IEEE Big […]
Extreme classification, where one needs to deal with multi-class and multi-label problems involving a very large […]
Data is being generated in real-time in increasing quantities and the distribution generating this data may […]
Streaming data analysis in real time is becoming the fastest and most efficient way to obtain […]