34 citations · 34 across the 3 of their papers we have counts for
3 papers
Towards Explainable Clustering: A Constrained Declarative based Approach
Mathieu Guilbert, Christel Vrain, Thi-Bich-Hanh Dao
The domain of explainable AI is of interest in all Machine Learning fields, and it is all the more important in clustering, an unsupervised task whose result must be validated by a…
Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets
Antoine Guillaume, Christel Vrain, Elloumi Wael
Shapelet-based algorithms are widely used for time series classification because of their ease of interpretation, but they are currently outperformed by recent state-of-the-art app…
Predictive maintenance on event logs: Application on an ATM fleet
Antoine Guillaume, Christel Vrain, Elloumi Wael
Predictive maintenance is used in industrial applications to increase machine availability and optimize cost related to unplanned maintenance. In most cases, predictive maintenance…