Pierre-Xavier Loeffel

According to our database, Pierre-Xavier Loeffel authored at least 5 papers between 2015 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

PhD thesis, 2017

Droplet Ensemble Learning on Drifting Data Streams.

Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki

Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

2016

Improving the Prediction Cost of Drift Handling Algorithms by Abstaining.

Pierre-Xavier Loeffel, Vincent Lemaire, Christophe Marsala, Marcin Detyniecki

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Memory management for data streams subject to concept drift.

Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Classification with a reject option under Concept Drift: The Droplets algorithm.

Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015