Clément Charnay

Flexible propositionalization of continuous attributes in relational data mining

Nicolas Lachiche, Chowdhury Farhan Ahmed, Clément Charnay, 2015, Expert Syst. Appl..

Incremental Construction of Complex Aggregates: Counting over a Secondary Table

Nicolas Lachiche, Clément Charnay, Agnès Braud, 2013, ILP.

Dataset Shift in a Real-Life Dataset

Nicolas Lachiche, Chowdhury Farhan Ahmed, Clément Charnay, 2014 .

Pairwise Optimization of Bayesian Classifiers for Multi-class Cost-Sensitive Learning

Nicolas Lachiche, Clément Charnay, Agnès Braud, 2013, 2013 IEEE 25th International Conference on Tools with Artificial Intelligence.

Enhancing supervised learning with complex aggregate features and context sensitivity. (Amélioration de l'apprentissage supervisé par l'utilisation d'agrégats complexes et la prise en compte du contexte)

Clément Charnay, Clément Charnay, 2016 .

Approche relationnelle de l'apprentissage de séquences

Nicolas Lachiche, Clément Charnay, Agnès Braud, 2015, EGC.

Construction of Complex Aggregates with Random Restart Hill-Climbing

Nicolas Lachiche, Clément Charnay, Agnès Braud, 2014, ILP.

Reframing on Relational Data

Nicolas Lachiche, Chowdhury Farhan Ahmed, Clément Charnay, 2014, ILP.

CARAF: Complex Aggregates within Random Forests

Nicolas Lachiche, Clément Charnay, Agnès Braud, 2015, ILP.

A scalable robust and automatic propositionalization approach for Bayesian classification of large mixed numerical and categorical data

Nicolas Lachiche, Marc Boullé, Clément Charnay, 2018, Machine Learning.

Reframing Continuous Input Attributes

Nicolas Lachiche, Chowdhury Farhan Ahmed, Clément Charnay, 2014, 2014 IEEE 26th International Conference on Tools with Artificial Intelligence.