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Jonathan Weber

21
Documents
Identifiants chercheurs
  • IdHAL jonathan-weber

Présentation

Publications

germain-forestier
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Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation

Amina Ben Hamida , Maxime Devanne , Jonathan Weber , Caroline Truntzer , Valentin Derangère
Artificial Intelligence in Medicine, 2022, ⟨10.1016/j.artmed.2022.102407⟩
Article dans une revue hal-03797652v1
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Multisenge: a Multimodal and Multitemporal Benchmark Dataset for Land Use/Land Cover Remote Sensing Applications

Romain Wenger , A. Puissant , J. Weber , L. Idoumghar , G. Forestier
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022, V-3-2022, pp.635-640. ⟨10.5194/isprs-annals-V-3-2022-635-2022⟩
Article dans une revue hal-03776281v1
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Intelligence artificielle et analyse d’images histologiques : Opportunités et challenges

Cédric Wemmert , Jonathan Weber , Germain Forestier
Revue Française d'Histotechnologie, 2020, 32 (1), pp.213-238. ⟨10.25830/afh.rfh.2020.32.213.238⟩
Article dans une revue hal-03979724v1
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A review of alignment based similarity measures for web usage mining

Vinh-Trung Luu , Germain Forestier , Jonathan Weber , Paul Bourgeois , Fahima Djelil
Artificial Intelligence Review, 2020, 53 (3), pp.1529-1551. ⟨10.1007/s10462-019-09712-9⟩
Article dans une revue hal-02632870v1
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InceptionTime: Finding AlexNet for time series classification

Hassan Ismail Fawaz , Benjamin Lucas , Germain Forestier , Charlotte Pelletier , Daniel F Schmidt
Data Mining and Knowledge Discovery, 2020, 34 (6), pp.1936-1962. ⟨10.1007/s10618-020-00710-y⟩
Article dans une revue hal-03181438v1
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Comparison of deep learning architectures for colon cancer mutation detection

Robin Heckenauer , Jonathan Weber , Cédric Wemmert , Caroline Truntzer , Valentin Derangère
IEEE 36th International Symposium on Computer Based Medical Systems (CBMS 2023), Jun 2023, L'Aquila, Italy. ⟨10.1109/CBMS58004.2023.00244⟩
Communication dans un congrès hal-04168891v1
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Apprentissage en Profondeur pour la Classification des Séries Temporelles à l'aide de Nouveaux Filtres de Convolution Créés Manuellement

Ali Ismail-Fawaz , Maxime Devanne , Jonathan Weber , Germain Forestier
ORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France
Communication dans un congrès hal-04219450v1
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Deep Clustering Methods Study Applied to Satellite Images Time Series

Baptiste Lafabregue , Anne Puissant , Jonathan Weber , Germain Forestier
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2022, Kuala Lumpur, Malaysia. pp.195-198, ⟨10.1109/igarss46834.2022.9884322⟩
Communication dans un congrès hal-03800248v1
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Méthodes de classification du cancer du sein pour les microscopes à réalité augmentée

Robin Heckenauer , Jonthan Weber , Cédric Wemmert , Michel Hassenforder , Pierre-Alain Muller
RFIAP 2022 (Congrès Reconnaissance des Formes, Image, Apprentissage et Perception), Jul 2022, Vannes, France
Communication dans un congrès hal-03687423v1
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Smooth Perturbations for Time Series Adversarial Attacks

Gautier Pialla , Hassan Ismail Fawaz , Maxime Devanne , Jonathan Weber , Lhassane Idoumghar
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), May 2022, Chengdu, China. pp.485 - 496, ⟨10.1007/978-3-031-05933-9_38⟩
Communication dans un congrès hal-03800377v1
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A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification

Emel Ay , Maxime Devanne , Jonathan Weber , Germain Forestier
2022 International Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, France. pp.1-8, ⟨10.1109/IJCNN55064.2022.9892915⟩
Communication dans un congrès hal-03800230v1
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Incremental constrained clustering with application to remote sensing images time series

Baptiste Lafabregue , Pierre Gançarski , Jonathan Weber , Germain Forestier
IEEE International Conference on Data Mining Incr'Learn Workshops, Nov 2022, Orlando, United States. pp.814-823, ⟨10.1109/ICDMW58026.2022.00110⟩
Communication dans un congrès hal-03936924v1
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Ensemble classification of video-recorded crowd movements

Mounir Bendali-Braham , Jonathan Weber , Germain Forestier , Lhassane Idoumghar , Pierre-Alain Muller
International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2021, Zagreb, Croatia. pp.152-158, ⟨10.1109/ISPA52656.2021.9552129⟩
Communication dans un congrès hal-03800450v1
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Automated Machine Learning for Information Retrieval in Scientific Articles

Hojjat Rakhshani , Bastien Latard , Mathieu Brevilliers , Jonathan Weber , Julien Lepagnot
IEEE Congress on Evolutionary Computation (CEC), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/CEC48606.2020.9185893⟩
Communication dans un congrès hal-03714819v1
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Knowledge-Based Categorization of Scientific Articles for Similarity Predictions

Nolwenn Bernard , Jonathan Weber , Germain Forestier , Michel Hassenforder , Bastien Latard
International Conference on Theory and Practice of Digital Libraries (TPDL), Aug 2020, Lyon, France. pp.147-160, ⟨10.1007/978-3-030-54956-5⟩
Communication dans un congrès hal-03716931v1
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Automatic Alignment of Surgical Videos Using Kinematic Data

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , François Petitjean , Lhassane Idoumghar
International Conference on Artificial Intelligence in Medicine (AIME), Jun 2019, Poznan, Poland. pp.104 - 113, ⟨10.1007/978-3-030-21642-9_14⟩
Communication dans un congrès hal-03800512v1
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Deep constrained clustering applied to satellite image time series

Baptiste Lafabregue , Jonathan Weber , Pierre Gançarski , Germain Forestier
ECML/PKDD Workshop on Machine Learning for Earth Observation Data (MACLEAN), Sep 2019, Würzburg, Germany
Communication dans un congrès hal-02326219v1
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Deep Neural Network Ensembles for Time Series Classification

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller
International Joint Conference on Neural Networks (IJCNN) 2019, Jul 2019, Budapest, Hungary. pp.1-6, ⟨10.1109/ijcnn.2019.8852316⟩
Communication dans un congrès hal-03800519v1
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Adversarial Attacks on Deep Neural Networks for Time Series Classification

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller
International Joint Conference on Neural Networks (IJCNN), Jul 2019, Budapest, Hungary. pp.1-8, ⟨10.1109/ijcnn.2019.8851936⟩
Communication dans un congrès hal-03800533v1
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Data augmentation using synthetic data for time series classification with deep residual networks

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller
3nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2018, Dublin, Ireland. ⟨10.48550/arXiv.1808.02455⟩
Communication dans un congrès hal-04158172v1
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Data augmentation using synthetic data for time series classification with deep residual networks

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller
3nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2018, Dublin, Ireland. ⟨10.48550/arXiv.1808.02455⟩
Communication dans un congrès hal-04159550v1