Jonathan Weber

98 papers A 1B 19C 9Misc 1Journal 41Unranked 26
YearRankTypeTitle / Venue / Authors
2026 — conf
Adaptive Structured Pruning of Convolutional Neural Networks for Time Series Classification.
ICAART (4)
Javidan Abdullayev, Maxime Devanne, Cyril Meyer, Ali Ismail-Fawaz, Jonathan Weber, Germain Forestier
2026 J jnl
Adaptive Structured Pruning of Convolutional Neural Networks for Time Series Classification.
CoRR
Javidan Abdullayev, Maxime Devanne, Cyril Meyer, Ali Ismail-Fawaz, Jonathan Weber, Germain Forestier
2026 J jnl
Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles.
CoRR
Javidan Abdullayev, Maxime Devanne, Cyril Meyer, Ali Ismail-Fawaz, Jonathan Weber, Germain Forestier
2026 J jnl
Lightweight WebAssembly-Based Intrusion Detection for Zero Trust Edge Networks.
IEEE Access
Jonathan Weber, Ilir Murturi, Xhevahir Bajrami, Reza Farahani, Praveen Kumar Donta, Schahram Dustdar
2025 — conf
A Comparative Study of CNNs and Vision-Language Models for Chart Image Classification.
ICAART (2)
Bruno Côme, Maxime Devanne, Jonathan Weber, Germain Forestier
2025 — conf
A Deep Dive into Alternatives to the Global Average Pooling for Time Series Classification.
AALTD@ECML/PKDD
Cyril Meyer, Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier
2025 J jnl
Deep Learning for Skeleton Based Human Motion Rehabilitation Assessment: A Benchmark.
CoRR
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2025 C conf
Deep Neural Network Architectures for Advanced Hiking Map Generation.
ICPRAM
Olivier Schirm, Maxime Devanne, Jonathan Weber, Arnaud Lecus, Germain Forestier, Cédric Wemmert
2025 B conf
Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles.
IJCNN
Javidan Abdullayev, Maxime Devanne, Cyril Meyer, Ali Ismail-Fawaz, Jonathan Weber, Germain Forestier
2025 J jnl
Establishing a unified evaluation framework for human motion generation: A comparative analysis of metrics.
Comput. Vis. Image Underst.
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2025 J jnl
Look into the LITE in deep learning for time series classification.
Int. J. Data Sci. Anal.
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2025 — conf
Re-framing Time Series Augmentation Through the Lens of Generative Models.
AALTD@ECML/PKDD
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2025 J jnl
Time series adversarial attacks: an investigation of smooth perturbations and defense approaches.
Int. J. Data Sci. Anal.
Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
2024 — conf
A Supervised Variational Auto-encoder for Human Motion Generation Using Convolutional Neural Networks.
ICPRAI (2)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2024 B conf
COCALITE: A Hybrid Model COmbining CAtch22 and LITE for Time Series Classification.
IEEE Big Data
Oumaima Badi, Maxime Devanne, Ali Ismail-Fawaz, Javidan Abdullayev, Vincent Lemaire, Stefano Berretti, Jonathan Weber, Germain Forestier
2024 J jnl
Correction: Estimating time series averages from latent space of multi-tasking neural networks.
Knowl. Inf. Syst.
Tsegamlak Terefe Debella, Maxime Devanne, Jonathan Weber, Dereje Hailemariam Woldegebreal, Germain Forestier
2024 J jnl
Document Information Extraction: An Analysis of Invoice Anatomy.
Appl. Comput. Intell. Soft Comput.
Mouad Hamri, Maxime Devanne, Jonathan Weber, Michel Hassenforder
2024 J jnl
Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of Metrics.
CoRR
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2024 — conf
Finding Foundation Models for Time Series Classification with a PreText Task.
PAKDD (Workshops)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2024 — conf
LITE: Light Inception avec des Techniques de Boosting pour la Classification de Séries Temporelles.
EGC
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2024 J jnl
Look Into the LITE in Deep Learning for Time Series Classification.
CoRR
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2024 — conf
Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment.
AALTD@ECML/PKDD
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2023 J jnl
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set.
CoRR
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
2023 B conf
Comparison of deep learning architectures for colon cancer mutation detection.
CBMS
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
2023 — conf
Enhancing Time Series Classification with Self-Supervised Learning.
ICAART (3)
Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier
2023 J jnl
Estimating time series averages from latent space of multi-tasking neural networks.
Knowl. Inf. Syst.
Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier
2023 — conf
Exploring inference of a land use and land cover model trained on MultiSenGE dataset.
JURSE
Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
2023 J jnl
Finding Foundation Models for Time Series Classification with a PreText Task.
CoRR
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2023 B conf
LITE: Light Inception with boosTing tEchniques for Time Series Classification.
DSAA
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
2023 J jnl
LSTM-Based Projectile Trajectory Estimation in a GNSS-Denied Environment.
Sensors
Alicia Roux, Sébastien Changey, Jonathan Weber, Jean-Philippe Lauffenburger
2023 — conf
Mortar Trajectory Estimation by a Deep Error-State Kalman Filter in a GNSS-Denied Environment.
PLANS
Alicia Roux, Sébastien Changey, Jean-Philippe Lauffenburger, Jonathan Weber
2023 J jnl
Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset.
Remote. Sens.
Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
2023 — conf
Named Entity Recognition for peer-review disambiguation in academic publishing.
ICICT
Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder
2023 — conf
ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging.
AALTD@ECML/PKDD
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
2023 J jnl
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging.
CoRR
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
2022 B conf
A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification.
IJCNN
Emel Ay, Maxime Devanne, Jonathan Weber, Germain Forestier
2022 — conf
Data Augmentation for Time Series Classification with Deep Learning Models.
AALTD@ECML/PKDD
Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
2022 C conf
Deep Clustering Methods Study Applied to Satellite Images Time Series.
IGARSS
Baptiste Lafabregue, Anne Puissant, Jonathan Weber, Germain Forestier
2022 B conf
Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters.
IEEE Big Data
Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier
2022 J jnl
End-to-end deep representation learning for time series clustering: a comparative study.
Data Min. Knowl. Discov.
Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier
2022 — conf
Enhancing GNN Feature Modeling for Document Information Extraction Using Transformers.
RRPR
Mouad Hamri, Maxime Devanne, Jonathan Weber, Michel Hassenforder
2022 — conf
Ensemble Clustering for Histopathological Images Segmentation using Convolutional Autoencoders.
VISIGRAPP (4: VISAPP)
Ilias Rmouque, Maxime Devanne, Jonathan Weber, Germain Forestier, Cédric Wemmert
2022 — conf
Incremental constrained clustering with application to remote sensing images time series.
ICDM (Workshops)
Baptiste Lafabregue, Pierre Gançarski, Jonathan Weber, Germain Forestier
2022 J jnl
Semantics to the rescue of document-based XML diff: A JATS case study.
Softw. Pract. Exp.
Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder
2022 — conf
Smooth Perturbations for Time Series Adversarial Attacks.
PAKDD (1)
Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
2022 J jnl
Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation.
Artif. Intell. Medicine
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Germain Forestier, Cédric Wemmert
2021 A conf
CNN-based Invariant Extended Kalman Filter for projectile trajectory estimation using IMU only.
ICCAD
Alicia Roux, Sébastien Changey, Jonathan Weber, Jean-Philippe Lauffenburger
2021 J jnl
Deep learning for colon cancer histopathological images analysis.
Comput. Biol. Medicine
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Germain Forestier, Cédric Wemmert
2021 C conf
Ensemble classification of video-recorded crowd movements.
ISPA
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
2021 B conf
Grad Centroid Activation Mapping for Convolutional Neural Networks.
ICTAI
Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier
2021 — conf
Projectile trajectory estimation: performance analysis of an Extended Kalman Filter and an Imperfect Invariant Extended Kalman Filter.
ICSC
Alicia Roux, Sébastien Changey, Jonathan Weber, Jean-Philippe Lauffenburger
2020 J jnl
A review of alignment based similarity measures for web usage mining.
Artif. Intell. Rev.
Vinh-Trung Luu, Germain Forestier, Jonathan Weber, Paul Bourgeois, Fahima Djelil, Pierre-Alain Muller
2020 B conf
Automated Machine Learning for Information Retrieval in Scientific Articles.
CEC
Hojjat Rakhshani, Bastien Latard, Mathieu Brévilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar
2020 B conf
Change Detection on JATS Academic Articles: An XML Diff Comparison Study.
DocEng
Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder
2020 J jnl
InceptionTime: Finding AlexNet for time series classification.
Data Min. Knowl. Discov.
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2020 B conf
Knowledge-Based Categorization of Scientific Articles for Similarity Predictions.
TPDL
Nolwenn Bernard, Jonathan Weber, Germain Forestier, Michel Hassenforder, Bastien Latard
2020 B conf
Neural Architecture Search for Time Series Classification.
IJCNN
Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
2020 B conf
Real-Time Detection of Glomeruli in Renal Pathology.
CBMS
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
2020 B conf
Time Series Averaging Using Multi-Tasking Autoencoder.
ICTAI
Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier
2019 J jnl
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks.
Int. J. Comput. Assist. Radiol. Surg.
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019 J jnl
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks.
CoRR
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019 B conf
Adversarial Attacks on Deep Neural Networks for Time Series Classification.
IJCNN
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019 J jnl
Adversarial Attacks on Deep Neural Networks for Time Series Classification.
CoRR
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019 — conf
Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels.
EGC
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019 B conf
Automatic Alignment of Surgical Videos Using Kinematic Data.
AIME
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
2019 J jnl
Automatic alignment of surgical videos using kinematic data.
CoRR
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
2019 — conf
Deep Constrained Clustering applied to Satellite Image Time Series.
MACLEAN@PKDD/ECML
Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier
2019 B conf
Deep Neural Network Ensembles for Time Series Classification.
IJCNN
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019 J jnl
Deep Neural Network Ensembles for Time Series Classification.
CoRR
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019 J jnl
Deep learning for time series classification: a review.
Data Min. Knowl. Discov.
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019 J jnl
InceptionTime: Finding AlexNet for Time Series Classification.
CoRR
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2019 C conf
Transfer learning for the classification of video-recorded crowd movements.
ISPA
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
2018 — conf
Catégorisation d'articles scientifiques basée sur les relations sémantiques des mots-clés.
EGC
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
2018 J jnl
Data augmentation using synthetic data for time series classification with deep residual networks.
CoRR
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018 J jnl
Deep learning for time series classification: a review.
CoRR
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018 — conf
Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks.
MICCAI (4)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018 J jnl
Evaluating surgical skills from kinematic data using convolutional neural networks.
CoRR
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018 J jnl
Surgical motion analysis using discriminative interpretable patterns.
Artif. Intell. Medicine
Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin
2018 — conf
Transfer learning for time series classification.
IEEE BigData
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018 J jnl
Transfer learning for time series classification.
CoRR
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2017 B conf
Towards a Semantic Search Engine for Scientific Articles.
TPDL
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
2017 J jnl
Towards a Semantic Search Engine for Scientific Articles.
CoRR
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
2017 B conf
Using Semantic Relations between Keywords to Categorize Articles from Scientific Literature.
ICTAI
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
2015 — conf
Multi-scale Image Co-segmentation.
UNet
Rachida Es-salhi, Imane Daoudi, Jonathan Weber, Hamid El Ouardi, Saida Tallal, Hicham Medromi
2015 J jnl
Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods.
IEEE Trans. Image Process.
Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Camille Kurtz, Jonathan Weber, Laure Tougne
2014 J jnl
Efficient Satellite Image Time Series Analysis Under Time Warping.
IEEE Geosci. Remote. Sens. Lett.
François Petitjean, Jonathan Weber
2013 J jnl
Fast quasi-flat zones filtering using area threshold and region merging.
J. Vis. Commun. Image Represent.
Jonathan Weber, Sébastien Lefèvre
2013 C conf
Vectorial Quasi-flat Zones for Color Image Simplification.
ISMM
Erhan Aptoula, Jonathan Weber, Sébastien Lefèvre
2012 Misc conf
Revisiting Component Tree Based Segmentation Using Meaningful Photometric Informations.
ICCVG
Michal Kazimierz Kowalczyk, Bertrand Kerautret, Benoît Naegel, Jonathan Weber
2012 J jnl
Spatial and spectral morphological template matching.
Image Vis. Comput.
Jonathan Weber, Sébastien Lefèvre
2012 B conf
Symbol spotting for technical documents: An efficient template-matching approach.
ICPR
Jonathan Weber, Salvatore Tabbone
2012 C conf
Towards efficient satellite image time series analysis: Combination of dynamic time warping and quasi-flat zones.
IGARSS
Jonathan Weber, François Petitjean, Pierre Gançarski
2011 C conf
Interactive video segmentation based on quasi-flat zones.
ISPA
Jonathan Weber, Sébastien Lefèvre, Pierre Gançarski
2011 — —
Segmentation morphologique interactive pour la fouille de séquences vidéo. (Interactive morphological segmentation for video mining).
Jonathan Weber
2011 C conf
Spatio-temporal Quasi-Flat Zones for Morphological Video Segmentation.
ISMM
Jonathan Weber, Sébastien Lefèvre, Pierre Gançarski
2010 — conf
Video Object Mining: Issues and Perspectives.
ICSC
Jonathan Weber, Sébastien Lefèvre, Pierre Gançarski
2008 C conf
A Multivariate Hit-or-Miss Transform for Conjoint Spatial and Spectral Template Matching.
ICISP
Jonathan Weber, Sébastien Lefèvre
2007 J jnl
La morphologie mathématique binaire pour l'extraction automatique des bâtiments dans les images THRS.
Rev. Int. Géomatique
David Sheeren, Sébastien Lefèvre, Jonathan Weber