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Time Series Classification Algorithms with Applications in Remote Sensing

 Adeline Bailly
General Mathematics [math.GM]. Université Rennes 2, 2018. English. ⟨NNT : 2018REN20021⟩
Thèse tel-02139897v1
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Dynamic Time Warping Under Limited Warping Path Length

 Zheng Zhang , Romain Tavenard , Adeline Bailly , Xiaotong Tang , Ping Tang , et al.
Information Sciences, 2017, 393, pp.91 - 107. ⟨10.1016/j.ins.2017.02.018⟩
Article dans une revue hal-01470554v1
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Classification of MODIS Time Series with Dense Bag-of-Temporal-SIFT-Words: Application to Cropland Mapping in the Brazilian Amazon

 Adeline Bailly , Damien Arvor , Laetitia Chapel , Romain Tavenard
IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. ⟨10.1109/IGARSS.2016.7729594⟩
Communication dans un congrès halshs-01343211v1
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Efficient Temporal Kernels between Feature Sets for Time Series Classification

 Romain Tavenard , Simon Malinowski , Laetitia Chapel , Adeline Bailly , Heider Sanchez , et al.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, Sep 2017, Skopje, Macedonia
Communication dans un congrès halshs-01561461v1
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Improving building envelope knowledge from analysis of 219,000 certified on-site air leakage measurements in France

 Adeline Bailly , Bassam Moujalled , Gaëlle Guyot , Valérie Leprince
Building and Environment, 2019, ⟨10.1016/j.buildenv.2019.05.023⟩
Article dans une revue hal-02128326v1
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Nonlinear Time-Series Adaptation for Land Cover Classification

 Adeline Bailly , Laetitia Chapel , Romain Tavenard , Gustau Camps-Valls
IEEE Geoscience and Remote Sensing Letters, 2017, ⟨10.1109/LGRS.2017.2686639⟩
Article dans une revue halshs-01515283v1
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Classification of MODIS Time Series with Dense Bag-of-Temporal-SIFT-Words: Application to Cropland Mapping in the Brazilian Amazon

 Adeline Bailly , Damien Arvor , Laetitia Chapel , Romain Tavenard
2016
Pré-publication, Document de travail hal-01254455v1
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Dense Bag-of-Temporal-SIFT-Words for Time Series Classification

 Adeline Bailly , Simon Malinowski , Romain Tavenard , Laetitia Chapel , Thomas Guyet
Advanced Analysis and Learning on Temporal Data, Springer, 2016, 978-3319444116. ⟨10.1007/978-3-319-44412-3_2⟩
Chapitre d'ouvrage hal-01252726v4
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Bag-of-Temporal-SIFT-Words for Time Series Classification

 Adeline Bailly , Simon Malinowski , Romain Tavenard , Thomas Guyet , Laetitia Chapel
ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2015, Porto, Portugal
Communication dans un congrès halshs-01184900v1
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