34 citations · 34 across the 1 of their papers we have counts for
2 papers
cs.CV2021★ 34 cited
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…
cs.LG2020
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…