Projets de recherches
Publications HAL
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Disciplines
- Sciences de l'Homme et Société/Méthodes et statistiques4
- Sciences de l'Homme et Société/Géographie2
- Informatique [cs]/Apprentissage [cs.LG]1
- Mathématiques [math]/Mathématiques générales [math.GM]1
- Sciences de l'Homme et Société/Sciences de l'information et de la communication1
- Sciences de l'ingénieur [physics]/Génie civil/Construction durable1
Mots-clefs
Adversarial Examples Bag-of-Words BoTSW Classification Classification des séries temporelles Convolutional Neural Networks D-BoTSW Distance measure Domain adaptation Dynamic Time Warping DTW Exemples adversaires Kernel methods Land cover classification MODIS Manifold alignment SIFT Time Series Classification Time series Time series classification Vegetation Index
- Bag-of-Words3
- SIFT3
- Time Series Classification3
- Time series classification3
- BoTSW2
- D-BoTSW2
- MODIS2
- Time series2
- Vegetation Index2
- Adversarial Examples1
- Classification1
- Classification des séries temporelles1
- Convolutional Neural Networks1
- Distance measure1
- Domain adaptation1
- Dynamic Time Warping DTW1
- Exemples adversaires1
- Kernel methods1
- Land cover classification1
- Manifold alignment1
- Réseaux de neurones convolutionnels1
- SIFT features1
- Sac-de-mots1
- Shapelets de séries temporelles1
- Time Series Shapelets1
- Warping path1
Auteurs
Auteurs de la structure
Institutions
Laboratoires
Départements
Équipes de recherche
- Environment observation with complex imagery7
- Littoral, Environnement, Télédétection, Géomatique7
- Creating and exploiting explicit links between multimedia fragments2
- Littoral, Environnement, Télédétection, Géomatique1
- Diagnosing, Recommending Actions and Modelling1
- Large Scale Collaborative Data Mining1
- Creating and exploiting explicit links between multimedia fragments1
9 documents
Articles dans une revue3 document
- Adeline Bailly, Bassam Moujalled, Gaëlle Guyot, Valérie Leprince. Improving building envelope knowledge from analysis of 219,000 certified on-site air leakage measurements in France. Building and Environment, 2019, ⟨10.1016/j.buildenv.2019.05.023⟩. ⟨hal-02128326⟩
- Zheng Zhang, Romain Tavenard, Adeline Bailly, Xiaotong Tang, Ping Tang, et al.. Dynamic Time Warping Under Limited Warping Path Length. Information Sciences, 2017, 393, pp.91 - 107. ⟨10.1016/j.ins.2017.02.018⟩. ⟨hal-01470554⟩
- Adeline Bailly, Laetitia Chapel, Romain Tavenard, Gustau Camps-Valls. Nonlinear Time-Series Adaptation for Land Cover Classification. IEEE Geoscience and Remote Sensing Letters, 2017, ⟨10.1109/LGRS.2017.2686639⟩. ⟨halshs-01515283⟩
Communications dans un congrès3 document
- Romain Tavenard, Simon Malinowski, Laetitia Chapel, Adeline Bailly, Heider 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. ⟨halshs-01561461⟩
- Adeline Bailly, Damien Arvor, Laetitia Chapel, Romain 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. ⟨10.1109/IGARSS.2016.7729594⟩. ⟨halshs-01343211⟩
- Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Laetitia 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. ⟨halshs-01184900⟩
Chapitres d'ouvrage1 document
- Adeline Bailly, Simon Malinowski, Romain Tavenard, Laetitia Chapel, Thomas Guyet. 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⟩. ⟨hal-01252726v4⟩
Pré-publications, Documents de travail1 document
- Adeline Bailly, Damien Arvor, Laetitia Chapel, Romain Tavenard. Classification of MODIS Time Series with Dense Bag-of-Temporal-SIFT-Words: Application to Cropland Mapping in the Brazilian Amazon. 2016. ⟨hal-01254455⟩
Thèses1 document
- Adeline Bailly. Time Series Classification Algorithms with Applications in Remote Sensing. General Mathematics [math.GM]. Université Rennes 2, 2018. English. ⟨NNT : 2018REN20021⟩. ⟨tel-02139897⟩