Search Results for author: Antoine Guillaume

Found 2 papers, 1 papers with code

Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets

1 code implementation28 Sep 2021 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 approaches.

Classification Time Series Classification

Predictive maintenance on event logs: Application on an ATM fleet

no code implementations22 Nov 2020 Antoine Guillaume, Christel Vrain, Elloumi Wael

Predictive maintenance is used in industrial applications to increase machine availability and optimize cost related to unplanned maintenance.

General Classification Time Series Classification

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