François Petitjean

A global averaging method for dynamic time warping, with applications to clustering

François Petitjean, Alain Ketterlin, Pierre Gançarski · Pattern Recognition · 2010 · 1.1K citations

Computing, Computer Science, Data Science +10

Characterizing concept drift

Geoffrey I. Webb, Roy Hyde, Hong Cao et al. · Data Mining and Knowledge Discovery · 2016 · 502 citations · Full text

Satellite Image Time Series Analysis Under Time Warping

François Petitjean, Jordi Inglada, Pierre Gançarski · IEEE Transactions on Geoscience and Remote Sensing · 2012 · 326 citations

Natural Sciences, Earth Sciences, Geoinformatics +16

Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification

François Petitjean, Germain Forestier, Geoffrey I. Webb et al. · 2014 · 237 citations · Full text

Computing, Computer Science, Data Science +14

Generating Synthetic Time Series to Augment Sparse Datasets

Germain Forestier, François Petitjean, Hoang Anh Dau et al. · 2017 · 179 citations · Full text

Computing, Computer Science, Data Mining +7