Classification with a reject option under Concept Drift: The Droplets algorithm. - Pierre-Xavier Loeffel; Christophe Marsala; Marcin Detyniecki (DSAA, 2015)

Memory management for data streams subject to concept drift. - Pierre-Xavier Loeffel; Christophe Marsala; Marcin Detyniecki (ESANN, 2016)

Improving the Prediction Cost of Drift Handling Algorithms by Abstaining. - Pierre-Xavier Loeffel; Vincent Lemaire 001; Christophe Marsala; Marcin Detyniecki (ICDM Workshops, 2016)

Droplet Ensemble Learning on Drifting Data Streams. - Pierre-Xavier Loeffel; Albert Bifet; Christophe Marsala; Marcin Detyniecki (IDA, 2017)

Adaptive machine learning algorithms for data streams subject to concept drifts. (Algorithmes de machine learning adaptatifs pour flux de données sujets à des changements de concept). - Pierre-Xavier Loeffel (2017)