A survey on data preprocessing for data stream mining: Current status and future directions

Sergio Ramírez-Gallego, Bartosz Krawczyk, Salvador García, Michal Wozniak, Francisco Herrera. A survey on data preprocessing for data stream mining: Current status and future directions. Neurocomputing, 239:39-57, 2017. [doi]