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hal-01565586v1
Poster
Mapping Learning JDEVs, les Journées du DEVeloppement logiciel, Jul 2017, Marseille, France. 2017 |
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hal-01565207v2
Communication dans un congrès
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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hal-01252726v4
Chapitre d'ouvrage
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification Advanced Analysis and Learning on Temporal Data, Springer, 2016, 978-3319444116. 〈10.1007/978-3-319-44412-3_2〉 |
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halshs-01184900v1
Communication dans un congrès
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
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
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
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-00906292v1
Article dans une revue
Clustering Flood Events from Water Quality Time-Series using Latent Dirichlet Allocation Model Water Resources Research, American Geophysical Union, 2013, 49 (12), pp.8187-8199. 〈10.1002/2013WR014086〉 |
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halshs-01228397v1
Article dans une revue
Identifying seasonal patterns of phosphorus storm dynamics with dynamic time warping Water Resources Research, American Geophysical Union, 2015, 51 (11), pp.8868-8882. 〈10.1002/2015WR017338〉 |
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hal-01470554v1
Article dans une revue
Dynamic Time Warping Under Limited Warping Path Length Information Sciences, Elsevier, 2017, 393, pp.91 - 107. 〈http://www.sciencedirect.com/science/article/pii/S0020025517304176〉. 〈10.1016/j.ins.2017.02.018〉 |
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halshs-01343211v1
Communication dans un congrès
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
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〉 |
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