Antoine Guillaume

According to our database, Antoine Guillaume authored at least 4 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Time series classification with Shapelets: Application to predictive maintenance on event logs. (Classification de séries temporelles avec les Shapelets : application à la maintenance prédictive via journaux d'événements).

Antoine Guillaume, Christel Vrain, Wael Elloumi

PhD thesis, 2023

2022

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

Antoine Guillaume, Christel Vrain, Wael Elloumi

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

2021

Convolutional Shapelet Transform: A new approach for time series shapelets.

Antoine Guillaume, Christel Vrain, Wael Elloumi

CoRR, 2021

2020

Time series classification for predictive maintenance on event logs.

Antoine Guillaume, Christel Vrain, Wael Elloumi

CoRR, 2020