François Petitjean
TitleCited byYear
A global averaging method for dynamic time warping, with applications to clustering
F Petitjean, A Ketterlin, P Gançarski
Pattern Recognition 44 (3), 678-693, 2011
3212011
Satellite image time series analysis under time warping
F Petitjean, J Inglada, P Gançarski
IEEE transactions on geoscience and remote sensing 50 (8), 3081-3095, 2012
1532012
Dynamic time warping averaging of time series allows faster and more accurate classification
F Petitjean, G Forestier, GI Webb, AE Nicholson, Y Chen, E Keogh
2014 IEEE international conference on data mining, 470-479, 2014
1172014
Characterizing concept drift
GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean
Data Mining and Knowledge Discovery 30 (4), 964-994, 2016
702016
Spatio-temporal reasoning for the classification of satellite image time series
F Petitjean, C Kurtz, N Passat, P Gançarski
Pattern Recognition Letters 33 (13), 1805-1815, 2012
652012
Summarizing a set of time series by averaging: From Steiner sequence to compact multiple alignment
F Petitjean, P Gançarski
Theoretical Computer Science 414 (1), 76-91, 2012
472012
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm
F Petitjean, G Forestier, GI Webb, AE Nicholson, Y Chen, E Keogh
Knowledge and Information Systems 47 (1), 1-26, 2016
432016
Analysing satellite image time series by means of pattern mining
F Petitjean, P Gançarski, F Masseglia, G Forestier
International Conference on Intelligent Data Engineering and Automated …, 2010
282010
Efficient satellite image time series analysis under time warping
F Petitjean, J Weber
IEEE Geoscience and Remote Sensing Letters 11 (6), 1143-1147, 2014
172014
Discovering significant evolution patterns from satellite image time series
F Petitjean, F Masseglia, P Gançarski, G Forestier
International journal of neural systems 21 (06), 475-489, 2011
172011
Scaling log-linear analysis to high-dimensional data
F Petitjean, GI Webb, AE Nicholson
2013 IEEE 13th International Conference on Data Mining, 597-606, 2013
152013
Skopus: Mining top-k sequential patterns under leverage
F Petitjean, T Li, N Tatti, GI Webb
Data Mining and Knowledge Discovery 30 (5), 1086-1111, 2016
142016
Generating synthetic time series to augment sparse datasets
G Forestier, F Petitjean, HA Dau, GI Webb, E Keogh
2017 IEEE international conference on data mining (ICDM), 865-870, 2017
112017
Assessing the quality of temporal high-resolution classifications with low-resolution satellite image time series
F Petitjean, J Inglada, P Gancarski
International journal of remote sensing 35 (7), 2693-2712, 2014
112014
Clustering of satellite image time series under time warping
F Petitjean, J Inglada, P Gançarskv
2011 6th International Workshop on the Analysis of Multi-temporal Remote …, 2011
112011
Judicious setting of Dynamic Time Warping's window width allows more accurate classification of time series
HA Dau, DF Silva, F Petitjean, G Forestier, A Bagnall, E Keogh
2017 IEEE International Conference on Big Data (Big Data), 917-922, 2017
92017
A multiple test correction for streams and cascades of statistical hypothesis tests
GI Webb, F Petitjean
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
92016
Efficient parameter learning of Bayesian network classifiers
NA Zaidi, GI Webb, MJ Carman, F Petitjean, W Buntine, M Hynes, ...
Machine Learning 106 (9-10), 1289-1329, 2017
8*2017
Automatic matching of surgeries to predict surgeons’ next actions
G Forestier, F Petitjean, L Riffaud, P Jannin
Artificial intelligence in medicine 81, 3-11, 2017
82017
Indexing and classifying gigabytes of time series under time warping
CW Tan, GI Webb, F Petitjean
Proceedings of the 2017 SIAM international conference on data mining, 282-290, 2017
82017
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