Jonathan Weber
Active 1986–2026
- 174
- Papers
- 18,608
- Citations
- 78
- h-index
- 119
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Computer Science36%
- Immunology and Microbiology22.2%
- Medicine17.5%
- Engineering9.1%
- Biochemistry, Genetics and Molecular Biology2.6%
- Environmental Science2.3%
- Other10.3%
Topics
- Time Series Analysis and Forecasting7.9%
- HIV Research and Treatment6.5%
- Anomaly Detection Techniques and Applications6%
- HIV/AIDS drug development and treatment3.4%
- HIV/AIDS Research and Interventions2.9%
- Immune Cell Function and Interaction2.5%
- Other70.8%
Coauthors
- Germain Forestier64
- Maxime Devanne36
- Lhassane Idoumghar22
- Pierre-Alain Muller20
- Ali Ismail-Fawaz18
- Hassan Ismail Fawaz15
- Charles R. M. Bangham14
- Graham P. Taylor14
- Stefano Berretti13
- Michel Hassenforder12
- Myra O. McClure10
- Sébastien Lefèvre9
- Pierre Gançarski8
- Abdel Babiker7
- Cédric Wemmert7
- Sarah Fidler7
- Simon Beddows7
- François Petitjean6
- Koya Ariyoshi6
- Pontiano Kaleebu6
- Robin A. Weiss6
- Yuetsu Tanaka6
- Baptiste Lafabregue5
- Bastien Latard5
All papers
- Deep learning for time series classification: a review
Authors: Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller - Data Mining and Knowledge Discovery, Data Min. Knowl. Discov. 2019 cited by 3,202
- InceptionTime: Finding AlexNet for Time Series Classification
Authors: Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean - Data Mining and Knowledge Discovery, Data Min. Knowl. Discov. 2020 cited by 1,446
- Deep learning for colon cancer histopathological images analysis
Authors: Amina Ben Hamida, Maxime Devanne, Jonathan Weber, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Germain Forestier, Cédric Wemmert - Computers in Biology and Medicine, Comput. Biol. Medicine 2021 cited by 235
- Transfer learning for time series classification
Authors: Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller - IEEE International Conference on Big Data (Big Data), IEEE BigData 2018 cited by 270
- End-to-end deep representation learning for time series clustering: a comparative study
Authors: Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier - Data Mining and Knowledge Discovery, Data Min. Knowl. Discov. 2021 cited by 80
- Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters
Authors: Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier - IEEE International Conference on Big Data (Big Data), IEEE Big Data 2022 cited by 44
- An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set
Authors: 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 - arXiv (Cornell University), CoRR 2023 cited by 30
- Adversarial Attacks on Deep Neural Networks for Time Series Classification
Authors: Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller - International Joint Conference on Neural Networks (IJCNN) 2019 cited by 138
- Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks
Authors: Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller - International Journal of Computer Assisted Radiology and Surgery, Int. J. Comput. Assist. Radiol. Surg. 2019 cited by 105
- LITE: Light Inception with boosTing tEchniques for Time Series Classification
Authors: Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier - IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA) 2023 cited by 29
- Recent trends in crowd analysis: A review
Authors: Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Müller - Machine Learning with Applications 2021 cited by 79
- Understanding fibrosis pathogenesis via modeling macrophage-fibroblast interplay in immune-metabolic context
Authors: Elisa Setten, Alessandra Castagna, Josué Manik Nava-Sedeño, Jonathan Weber, Roberta Carriero, Andreas I. Reppas, Valery Volk, Jessica Schmitz, Wilfried Gwinner, Haralampos Hatzikirou, Friedrich Feuerhake, Massimo Locati - Nature Communications 2022 cited by 66
- Deep Neural Network Ensembles for Time Series Classification
Authors: Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller - International Joint Conference on Neural Networks (IJCNN) 2019 cited by 94
- Data augmentation using synthetic data for time series classification with deep residual networks
Authors: Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller - arXiv (Cornell University), CoRR 2018 cited by 82
- Spread of HTLV-I Between Lymphocytes by Virus-Induced Polarization of the Cytoskeleton
Authors: Tadahiko Igakura, Jane C. Stinchcombe, Peter Goon, Graham P. Taylor, Jonathan Weber, Gillian M. Griffiths, Yuetsu Tanaka, Mitsuhiro Osame, Charles R. M. Bangham - Science 2003 cited by 730
- Aging and the evolution of comorbidities among HIV-positive individuals in a European cohort
Authors: Annegret Pelchen–Matthews, Lene Ryom, Álvaro H. Borges, Simon Edwards, Claudine Duvivier, Christoph Stephan, Helen Sambatakou, Katarzyna Maciejewska, José J. Portu, Jonathan Weber, Olaf Degen, Alexandra Calmy, Dag Henrik Reikvam, Djordje Jevtović, Lothar Wiese, Jelena Šmidt, Tomasz Smiatacz, Gamal Hassoun, Anastasiia Kuznetsova, Bonaventura Clotet, Jens Lundgren, Amanda Mocroft - AIDS 2018 cited by 131
- HIV-1 DNA predicts disease progression and post-treatment virological control
Authors: James P. Williams, Jacob Hurst, Wolfgang Stöhr, Nicola Robinson, Helen Brown, Martin Fisher, Sabine Kinloch, David A. Cooper, Mauro Schechter, Giuseppe Tambussi, Sarah Fidler, Mary Carrington, Abdel Babiker, Jonathan Weber, Kersten K. Koelsch, Anthony D. Kelleher, Rodney E. Phillips, John Frater, on behalf of the SPARTAC trial investigators - eLife 2014 cited by 307
- Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks
Authors: Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller - Lecture notes in computer science, MICCAI (4) 2018 cited by 121
- Invasive versus non-invasive management of older patients with non-ST elevation myocardial infarction (SENIOR-NSTEMI): a cohort study based on routine clinical data
Authors: Amit Kaura, Jonathan A C Sterne, Adam Trickey, Sam Abbott, Abdulrahim Mulla, Benjamin Glampson, Vasileios F. Panoulas, Jim Davies, Kerrie Woods, Joe Omigie, Anoop D Shah, Keith M. Channon, Jonathan Weber, Mark Thursz, Paul Elliott, Harry Hemingway, Bryan Williams, Folkert W. Asselbergs, Michael O’Sullivan, Graham M. Lord, Narbeh Melikian, Tom Johnson, Dárrel P. Francis, Ajay M. Shah, Divaka Perera, Rajesh Kharbanda, Riyaz Patel, Jamil Mayet - The Lancet 2020 cited by 114
- Trends in Cardiovascular MRI and CT in the U.S. Medicare Population from 2012 to 2017
Authors: James W. Goldfarb, Jonathan Weber - Radiology Cardiothoracic Imaging 2021 cited by 50
- Diagnostic Performance and Clinical Impact of Photon-Counting Detector Computed Tomography in Coronary Artery Disease
Authors: Koshiro Sakai, Doosup Shin, Mandeep Singh, Sarah Malik, Ali Dakroub, Zainab Sami, Jonathan Weber, Jie Cao, Roosha Parikh, Lu Chen, Fernando Sosa, David J. Cohen, Jeffrey W. Moses, Richard Shlofmitz, Carlos Collet, Evan Shlofmitz, Allen Jeremias, Omar Khalique, Ziad A. Ali - Journal of the American College of Cardiology 2024 cited by 74
- Surgical motion analysis using discriminative interpretable patterns
Authors: Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin - Artificial Intelligence in Medicine, Artif. Intell. Medicine 2018 cited by 63
- Neural Architecture Search for Time Series Classification
Authors: Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller - International Joint Conference on Neural Networks (IJCNN) 2020 cited by 25
- Data Augmentation for Time Series Classification with Deep Learning Models
Authors: Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier - Lecture notes in computer science, AALTD@ECML/PKDD 2022 cited by 17
