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hal-01565586v1  Poster
Alban ThomasThomas CorpettiSamuel CorgneLaurent GarnierRomain Tavenard et al.  Mapping Learning
JDEVs, les Journées du DEVeloppement logiciel, Jul 2017, Marseille, France. 2017
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hal-01565207v2  Communication dans un congrès
Arnaud LodsSimon MalinowskiRomain TavenardLaurent Amsaleg. Learning DTW-Preserving Shapelets
IDA 2017 - 16th International Symposium on Intelligent Data Analysis, Oct 2017, London, United Kingdom. springer International Publishing, 10584, pp.198-209, 2017, Advances in Intelligent Data Analysis XVI. 〈10.1007/978-3-319-68765-0_17〉
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halshs-01184900v1  Communication dans un congrès
Adeline BaillySimon MalinowskiRomain TavenardThomas GuyetLaetitia Chapel. Bag-of-Temporal-SIFT-Words for Time Series Classification
ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2015, Porto, Portugal
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halshs-01561461v1  Communication dans un congrès
Romain TavenardSimon MalinowskiLaetitia ChapelAdeline BaillyHeider Sanchez et al.  Efficient Temporal Kernels between Feature Sets for Time Series Classification
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, Sep 2017, Skopje, Macedonia. 2017
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halshs-01339007v1  Communication dans un congrès
Romain TavenardSimon Malinowski. Cost-Aware Early Classification of Time Series
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, Sep 2016, Riva del Garda, Italy. pp.632-647, 〈10.1007/978-3-319-46128-1_40〉
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halshs-01357973v1  Communication dans un congrès
Arthur Le GuennecSimon MalinowskiRomain Tavenard. Data Augmentation for Time Series Classification using Convolutional Neural Networks
ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2016, Riva Del Garda, Italy
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halshs-01343211v1  Communication dans un congrès
Adeline BaillyDamien ArvorLaetitia ChapelRomain Tavenard. Classification of MODIS Time Series with Dense Bag-of-Temporal-SIFT-Words: Application to Cropland Mapping in the Brazilian Amazon
IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 〈10.1109/IGARSS.2016.7729594〉
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halshs-01515283v1  Article dans une revue
Adeline BaillyLaetitia ChapelRomain TavenardGustau Camps-Valls. Nonlinear Time-Series Adaptation for Land Cover Classification
IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2017, 〈10.1109/LGRS.2017.2686639〉