Jonathan Weber

25
Documents

Publications

Publications

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Self‐Supervised Learning Based Clustering Workflow for Exploring Seismological Data From Dense Networks

Joachim Rimpot , Clément Hibert , Jean‐philippe Malet , Germain Forestier , Jonathan Weber

Journal of Geophysical Research. Machine Learning and Computation, 2025, 2 (4), ⟨10.1029/2025jh000958⟩

Article dans une revue hal-05362700v1

LSTM-Based Projectile Trajectory Estimation in a GNSS-Denied Environment

Alicia Roux , Sébastien Changey , Jonathan Weber , Jean-Philippe Lauffenburger

Sensors, 2023, 23 (6), pp.3025. ⟨10.3390/s23063025⟩

Article dans une revue hal-05024206v1
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Semantics to the rescue of document‐based XML diff: A JATS case study

Milos Cuculovic , Frederic Fondement , Maxime Devanne , Jonathan Weber , Michel Hassenforder

Software: Practice and Experience, In press, ⟨10.1002/spe.3074⟩

Article dans une revue hal-03606179v1
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Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset

Romain Wenger , Anne Puissant , Jonathan Weber , Lhassane Idoumghar , Germain Forestier

Remote Sensing, 2022, 15 (1), pp.151. ⟨10.3390/rs15010151⟩

Article dans une revue hal-04339255v1
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U-Net feature fusion for multi-class semantic segmentation of urban fabrics from Sentinel-2 imagery: an application on Grand Est Region, France

Romain Wenger , Anne Puissant , Jonathan Weber , Lhassane Idoumghar , Germain Forestier

International Journal of Remote Sensing, 2022, 43 (6), pp.1983-2011. ⟨10.1080/01431161.2022.2054295⟩

Article dans une revue hal-03638200v1
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Recent trends in crowd analysis : A review

Mounir Bendali-Braham , Jonathan Weber , Germain Forestier , Lhassane Idoumghar , Pierre-Alain Muller

Machine Learning with Applications, 2021, 4, pp.100023. ⟨10.1016/j.mlwa.2021.100023⟩

Article dans une revue hal-03671937v1
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Deep learning for colon cancer histopathological images analysis

Amina Ben Hamida , Maxime Devanne , Jonathan Weber , Caroline Truntzer , Valentin Derangère et al.

Computers in Biology and Medicine, 2021, ⟨10.1016/j.compbiomed.2021.104730⟩

Article dans une revue hal-03321646v1
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End-to-end deep representation learning for time series clustering: a comparative study

Baptiste Lafabregue , Jonathan Weber , Pierre Gançarski , Germain Forestier

Data Mining and Knowledge Discovery, 2021, ⟨10.1007/s10618-021-00796-y⟩

Article dans une revue hal-03407061v1
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Deep learning for time series classification: a review

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller

Data Mining and Knowledge Discovery, 2019, 33 (4), pp.917-963. ⟨10.1007/s10618-019-00619-1⟩

Article dans une revue hal-02365025v2
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Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller

International Journal of Computer Assisted Radiology and Surgery, 2019, 14 (9), pp.1611-1617. ⟨10.1007/s11548-019-02039-4⟩

Article dans une revue hal-02434381v1
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Surgical motion analysis using discriminative interpretable patterns

Germain Forestier , François Petitjean , Pavel Senin , Fabien Despinoy , Arnaud Huaulmé et al.

Artificial Intelligence in Medicine, 2018, 91, pp.3-11. ⟨10.1016/j.artmed.2018.08.002⟩

Article dans une revue hal-01880048v1
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Deep Representation Learning for Cluster-Level Time Series Forecasting

Tsegamlak Debella , Bethelhem Shawel , Maxime Devanne , Jonathan Weber , Dereje Woldegebreal et al.

International Conference on Time Series and Forecasting (ITISE), Jun 2022, Gran Canaria, Spain. pp.22, ⟨10.3390/engproc2022018022⟩

Communication dans un congrès hal-03800178v1
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Ensemble clustering for histopathological images segmentation using convolutional autoencoders

Ilias Rmouque , Jonathan Weber , Maxime Devanne , Germain Forestier , Cédric Wemmert

International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2022, En ligne, France. pp.933-940, ⟨10.5220/0010835300003124⟩

Communication dans un congrès hal-03469780v1
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Détection en temps réel des glomérules en pathologie rénale

Robin Heckenauer , Jonathan Weber , Cédric Wemmert , Friedrich Feuerhake , Michel Hassenforder et al.

ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France

Communication dans un congrès hal-03339642v1
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Grad Centroid Activation Mapping for Convolutional Neural Networks

Baptiste Lafabregue , Jonathan Weber , Pierre Gançarski , Germain Forestier

IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2021, Washington (virtual), United States. ⟨10.1109/ICTAI52525.2021.00033⟩

Communication dans un congrès hal-03451019v1
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Classification ensembliste de vidéos de mouvements de foule

Mounir Bendali-Braham , Jonathan Weber , Germain Forestier , Lhassane Idoumghar , Pierre-Alain Muller

ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France

Communication dans un congrès hal-03339627v1
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Auto-encodeur multi-tâches pour le calcul de moyennes de séries temporelles

Tsegamlak Terefe , Maxime Devanne , Jonathan Weber , Dereje Hailemariam , Germain Forestier

Atelier Apprentissage profond: Théorie et Applications (APTA), Journées Francophones Extraction et Gestion des Connaissances (EGC), Jan 2021, Montpellier, France

Communication dans un congrès hal-03604169v1
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Segmentation non-supervisée d'images histopathologiques à l'aide d'auto-encodeurs et d'ensemble clustering

Ilias Rmouque , Maxime Devanne , Jonathan Weber , Germain Forestier , Cédric Wemmert

Atelier Apprentissage profond: Théorie et Applications (APTA), Journées Francophones Extraction et Gestion des Connaissances (EGC), Jan 2021, Montpellier, France

Communication dans un congrès hal-03604158v1
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Time Series Averaging Using Multi-Tasking Autoencoder

Tsegamlak Terefe , Maxime Devanne , Jonathan Weber , Dereje Hailemariam , Germain Forestier

IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2020, Baltimore, MD, United States. pp.1065-1072, ⟨10.1109/ictai50040.2020.00163⟩

Communication dans un congrès hal-03536043v1
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Real-Time Detection of Glomeruli in Renal Pathology

Robin Heckenauer , Jonathan Weber , Cedric Wemmert , Friedrich Feuerhake , Michel Hassenforder et al.

IEEE International Symposium on Computer-Based Medical Systems (CBMS), Jul 2020, Rochester (on line), United States. pp.350-355, ⟨10.1109/cbms49503.2020.00072⟩

Communication dans un congrès hal-03353271v1
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Neural Architecture Search for Time Series Classification

Hojjat Rakhshani , Hassan Ismael Fawaz , Lhassane Idoumghar , Germain Forestier , Julien Lepagnot et al.

International Joint Conference on Neural Networks (IJCNN), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/IJCNN48605.2020.9206721⟩

Communication dans un congrès hal-03668466v1
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Transfer learning for the 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 2019, Dubrovnik, Croatia. pp.271-276, ⟨10.1109/ISPA.2019.8868704⟩

Communication dans un congrès hal-03205966v1
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Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller

Journées Francophones Extraction et Gestion des Connaissances (EGC), Jan 2019, Metz, France. pp.375-376

Communication dans un congrès hal-04741029v1
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Deep Learning for Histopathological Image Analysis

Cédric Wemmert , Jonathan Weber , Friedrich Feuerhake , Germain Forestier

Mourad Elloumi. Deep Learning for Biomedical Data Analysis. Techniques, Approaches, and Applications, Springer, pp.153-169, 2021, 978-3-030-71675-2. ⟨10.1007/978-3-030-71676-9_7⟩

Chapitre d'ouvrage hal-03321639v1