Jonathan Weber

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 64

Top Venues

CoRR

IJCNN

ICTAI

Data Min. Knowl. Discov.

University of Strasbourg, France (PHD)

Education History

University of Strasbourg, France

PHD

Publications

Tsegamlak Terefe Debella, Maxime Devanne, Jonathan Weber, Dereje Hailemariam Woldegebreal, Germain Forestier
Correction: Estimating time series averages from latent space of multi-tasking neural networks. Knowl. Inf. Syst. 66 (2) (2024)
Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier
Estimating time series averages from latent space of multi-tasking neural networks. Knowl. Inf. Syst. 65 (11) (2023)
Alicia Roux, Sébastien Changey, Jonathan Weber, Jean-Philippe Lauffenburger
LSTM-Based Projectile Trajectory Estimation in a GNSS-Denied Environment. Sensors 23 (6) (2023)
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Comparison of deep learning architectures for colon cancer mutation detection. CBMS (2023)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
Finding Foundation Models for Time Series Classification with a PreText Task. CoRR (2023)
Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Exploring inference of a land use and land cover model trained on MultiSenGE dataset. JURSE (2023)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
LITE: Light Inception with boosTing tEchniques for Time Series Classification. DSAA (2023)
Alicia Roux, Sébastien Changey, Jean-Philippe Lauffenburger, Jonathan Weber
Mortar Trajectory Estimation by a Deep Error-State Kalman Filter in a GNSS-Denied Environment. PLANS (2023)
Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset. Remote. Sens. 15 (1) (2023)
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging. CoRR (2023)
Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier
Enhancing Time Series Classification with Self-Supervised Learning. ICAART (3) (2023)
Ali Ismail-Fawaz, Angus Dempster, Chang Wei Tan, Matthieu Herrmann, Lynn Miller, Daniel F. Schmidt, Stefano Berretti, Jonathan Weber, Maxime Devanne, Germain Forestier, Geoffrey I. Webb
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set. CoRR (2023)
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging. AALTD@ECML/PKDD (2023)
Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder
Named Entity Recognition for peer-review disambiguation in academic publishing. ICICT (2023)
Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Data Augmentation for Time Series Classification with Deep Learning Models. AALTD@ECML/PKDD (2022)
Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier
End-to-end deep representation learning for time series clustering: a comparative study. Data Min. Knowl. Discov. 36 (1) (2022)
Baptiste Lafabregue, Anne Puissant, Jonathan Weber, Germain Forestier
Deep Clustering Methods Study Applied to Satellite Images Time Series. IGARSS (2022)
Mouad Hamri, Maxime Devanne, Jonathan Weber, Michel Hassenforder
Enhancing GNN Feature Modeling for Document Information Extraction Using Transformers. RRPR (2022)
Ilias Rmouque, Maxime Devanne, Jonathan Weber, Germain Forestier, Cédric Wemmert
Ensemble Clustering for Histopathological Images Segmentation using Convolutional Autoencoders. VISIGRAPP (4: VISAPP) (2022)
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Germain Forestier, Cédric Wemmert
Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation. Artif. Intell. Medicine 133 (2022)
Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier
Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters. Big Data (2022)
Emel Ay, Maxime Devanne, Jonathan Weber, Germain Forestier
A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification. IJCNN (2022)
Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
Smooth Perturbations for Time Series Adversarial Attacks. PAKDD (1) (2022)
Baptiste Lafabregue, Pierre Gançarski, Jonathan Weber, Germain Forestier
Incremental constrained clustering with application to remote sensing images time series. ICDM (Workshops) (2022)
Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder
Semantics to the rescue of document-based XML diff: A JATS case study. Softw. Pract. Exp. 52 (6) (2022)
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, C. Truntzer, V. Derangère, F. Ghiringhelli, Germain Forestier, Cédric Wemmert
Deep learning for colon cancer histopathological images analysis. Comput. Biol. Medicine 136 (2021)
Alicia Roux, Sébastien Changey, Jonathan Weber, Jean-Philippe Lauffenburger
CNN-based Invariant Extended Kalman Filter for projectile trajectory estimation using IMU only. ICCAD (2021)
Alicia Roux, Sébastien Changey, Jonathan Weber, Jean-Philippe Lauffenburger
Projectile trajectory estimation: performance analysis of an Extended Kalman Filter and an Imperfect Invariant Extended Kalman Filter. ICSC (2021)
Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier
Grad Centroid Activation Mapping for Convolutional Neural Networks. ICTAI (2021)
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
Ensemble classification of video-recorded crowd movements. ISPA (2021)
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Real-Time Detection of Glomeruli in Renal Pathology. CBMS (2020)
Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder
Change Detection on JATS Academic Articles: An XML Diff Comparison Study. DocEng (2020)
Nolwenn Bernard, Jonathan Weber, Germain Forestier, Michel Hassenforder, Bastien Latard
Knowledge-Based Categorization of Scientific Articles for Similarity Predictions. TPDL (2020)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. 34 (6) (2020)
Hojjat Rakhshani, Bastien Latard, Mathieu Brévilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar
Automated Machine Learning for Information Retrieval in Scientific Articles. CEC (2020)
Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
Neural Architecture Search for Time Series Classification. IJCNN (2020)
Vinh-Trung Luu, Germain Forestier, Jonathan Weber, Paul Bourgeois, Fahima Djelil, Pierre-Alain Muller
A review of alignment based similarity measures for web usage mining. Artif. Intell. Rev. 53 (3) (2020)
Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier
Time Series Averaging Using Multi-Tasking Autoencoder. ICTAI (2020)
Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier
Deep Constrained Clustering applied to Satellite Image Time Series. MACLEAN@PKDD/ECML (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep Neural Network Ensembles for Time Series Classification. IJCNN (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. CoRR (2019)
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for the classification of video-recorded crowd movements. ISPA (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels. EGC (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Adversarial Attacks on Deep Neural Networks for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep Neural Network Ensembles for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 14 (9) (2019)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
Automatic Alignment of Surgical Videos Using Kinematic Data. AIME (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep learning for time series classification: a review. Data Min. Knowl. Discov. 33 (4) (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
Automatic alignment of surgical videos using kinematic data. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Adversarial Attacks on Deep Neural Networks for Time Series Classification. IJCNN (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks. MICCAI (4) (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for time series classification. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Data augmentation using synthetic data for time series classification with deep residual networks. CoRR (2018)
Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin
Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine 91 (2018)
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
Catégorisation d'articles scientifiques basée sur les relations sémantiques des mots-clés. EGC (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep learning for time series classification: a review. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Evaluating surgical skills from kinematic data using convolutional neural networks. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for time series classification. IEEE BigData (2018)
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
Towards a Semantic Search Engine for Scientific Articles. TPDL (2017)
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
Using Semantic Relations between Keywords to Categorize Articles from Scientific Literature. ICTAI (2017)
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
Towards a Semantic Search Engine for Scientific Articles. CoRR (2017)
Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Camille Kurtz, Jonathan Weber, Laure Tougne
Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods. IEEE Trans. Image Process. 24 (5) (2015)
Rachida Es-salhi, Imane Daoudi, Jonathan Weber, Hamid El Ouardi, Saida Tallal, Hicham Medromi
Multi-scale Image Co-segmentation. UNet (2015)
François Petitjean, Jonathan Weber
Efficient Satellite Image Time Series Analysis Under Time Warping. IEEE Geosci. Remote. Sens. Lett. 11 (6) (2014)
Erhan Aptoula, Jonathan Weber, Sébastien Lefèvre
Vectorial Quasi-flat Zones for Color Image Simplification. ISMM (2013)
Jonathan Weber, Sébastien Lefèvre
Fast quasi-flat zones filtering using area threshold and region merging. J. Vis. Commun. Image Represent. 24 (3) (2013)
Jonathan Weber, Sébastien Lefèvre
Spatial and spectral morphological template matching. Image Vis. Comput. 30 (12) (2012)
Jonathan Weber, Salvatore Tabbone
Symbol spotting for technical documents: An efficient template-matching approach. ICPR (2012)
Jonathan Weber, François Petitjean, Pierre Gançarski
Towards efficient satellite image time series analysis: Combination of dynamic time warping and quasi-flat zones. IGARSS (2012)
Michal Kazimierz Kowalczyk, Bertrand Kerautret, Benoît Naegel, Jonathan Weber
Revisiting Component Tree Based Segmentation Using Meaningful Photometric Informations. ICCVG (2012)
Jonathan Weber, Sébastien Lefèvre, Pierre Gançarski
Spatio-temporal Quasi-Flat Zones for Morphological Video Segmentation. ISMM (2011)
Jonathan Weber, Sébastien Lefèvre, Pierre Gançarski
Interactive video segmentation based on quasi-flat zones. ISPA (2011)
Jonathan Weber, Sébastien Lefèvre, Pierre Gançarski
Video Object Mining: Issues and Perspectives. ICSC (2010)
Jonathan Weber, Sébastien Lefèvre
A Multivariate Hit-or-Miss Transform for Conjoint Spatial and Spectral Template Matching. ICISP (2008)
David Sheeren, Sébastien Lefèvre, Jonathan Weber
La morphologie mathématique binaire pour l'extraction automatique des bâtiments dans les images THRS. Rev. Int. Géomatique 17 (3-4) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jonathan Weber