Abstract Data streams have arisen as a relevant topic during the last few years as an efficient method for extracting knowledge from big data. In the robust layered ensemble model (RLEM) proposed in this paper for short-term traffic flow forecasting. incoming traffic flow data of all connected road links are organized in chunks corresponding to an optimal time lag. The RLEM model is c... https://www.bempresas.com/