دنبال کردن
François Petitjean
François Petitjean
Australian Government
ایمیل تأیید شده در pm.me - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Inceptiontime: Finding alexnet for time series classification‏
H Ismail Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...‏
Data Mining and Knowledge Discovery 34 (6), 1936-1962, 2020‏
14152020
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
13722011
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels‏
A Dempster, F Petitjean, GI Webb‏
Data Mining and Knowledge Discovery 34 (5), 1454-1495, 2020‏
10122020
Characterizing concept drift‏
GI Webb, R Hyde, H Cao, HL Nguyen, F Petitjean‏
Data Mining and Knowledge Discovery 30 (4), 964-994, 2016‏
5852016
Temporal convolutional neural network for the classification of satellite image time series‏
C Pelletier, GI Webb, F Petitjean‏
Remote Sensing 11 (5), 523, 2019‏
5752019
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
4022012
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
3262014
TS-CHIEF: a scalable and accurate forest algorithm for time series classification‏
A Shifaz, C Pelletier, F Petitjean, GI Webb‏
Data Mining and Knowledge Discovery 34 (3), 742-775, 2020‏
2532020
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
2242017
Proximity forest: an effective and scalable distance-based classifier for time series‏
B Lucas, A Shifaz, C Pelletier, L O’Neill, N Zaidi, B Goethals, F Petitjean, ...‏
Data Mining and Knowledge Discovery 33 (3), 607-635, 2019‏
2192019
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, 1-26, 2016‏
1562016
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
1302012
Time series extrinsic regression: Predicting numeric values from time series data‏
CW Tan, C Bergmeir, F Petitjean, GI Webb‏
Data Mining and Knowledge Discovery 35 (3), 1032-1060, 2021‏
1282021
Analyzing concept drift and shift from sample data‏
GI Webb, LK Lee, B Goethals, F Petitjean‏
Data Mining and Knowledge Discovery 32, 1179-1199, 2018‏
1282018
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
1182012
Optimizing dynamic time warping’s window width for time series data mining applications‏
HA Dau, DF Silva, F Petitjean, G Forestier, A Bagnall, A Mueen, E Keogh‏
Data mining and knowledge discovery 32, 1074-1120, 2018‏
1052018
Understanding concept drift‏
GI Webb, LK Lee, F Petitjean, B Goethals‏
arXiv preprint arXiv:1704.00362, 2017‏
892017
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
872017
Surgical motion analysis using discriminative interpretable patterns‏
G Forestier, F Petitjean, P Senin, F Despinoy, A Huaulmé, HI Fawaz, ...‏
Artificial intelligence in medicine 91, 3-11, 2018‏
682018
Efficient satellite image time series analysis under time warping‏
F Petitjean, J Weber‏
IEEE Geoscience and Remote Sensing Letters 11 (6), 1143-1147, 2014‏
582014
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20