Antoine Guillaume

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Dynamic Time Warping

Regression Method

Nearest Neighbor

Top Venues

Publications

Anthony J. Bagnall, Matthew Middlehurst, Germain Forestier, Ali Ismail-Fawaz, Antoine Guillaume, David Guijo-Rubio, Chang Wei Tan, Angus Dempster, Geoffrey I. Webb
A Hands-on Introduction to Time Series Classification and Regression. KDD (2024)
Matthew Middlehurst, Ali Ismail-Fawaz, Antoine Guillaume, Christopher Holder, David Guijo-Rubio, Guzal Bulatova, Leonidas Tsaprounis, Lukasz Mentel, Martin Walter, Patrick Schäfer, Anthony J. Bagnall
aeon: a Python toolkit for learning from time series. CoRR (2024)
Antoine Guillaume, Christel Vrain, Wael Elloumi
Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets. ICPRAI (1) (2022)
Antoine Guillaume, Christel Vrain, Wael Elloumi
Convolutional Shapelet Transform: A new approach for time series shapelets. CoRR (2021)
Antoine Guillaume, Christel Vrain, Wael Elloumi
Time series classification for predictive maintenance on event logs. CoRR (2020)