Jonathan Weber
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Documents
Identifiants chercheurs
- jonathan-weber
Présentation
Publications
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Comparison of deep learning architectures for colon cancer mutation detectionIEEE 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 ManuellementORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France
Communication dans un congrès
hal-04219450v1
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LITE: Light Inception with boosTing tEchniques for Time Series Classification2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2023, Thessaloniki, France. pp.1-10, ⟨10.1109/dsaa60987.2023.10302569⟩
Communication dans un congrès
hal-04535657v1
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Deep Clustering Methods Study Applied to Satellite Images Time SeriesIEEE 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 augmentéeRFIAP 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 AttacksPacific-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
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Incremental constrained clustering with application to remote sensing images time seriesIEEE 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
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A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification2022 International Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, France. pp.1-8, ⟨10.1109/IJCNN55064.2022.9892915⟩
Communication dans un congrès
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Ensemble classification of video-recorded crowd movementsInternational 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
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Automated Machine Learning for Information Retrieval in Scientific ArticlesIEEE Congress on Evolutionary Computation (CEC), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/CEC48606.2020.9185893⟩
Communication dans un congrès
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Knowledge-Based Categorization of Scientific Articles for Similarity PredictionsInternational 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
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Automatic Alignment of Surgical Videos Using Kinematic DataInternational 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
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Deep constrained clustering applied to satellite image time seriesECML/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 ClassificationInternational 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 ClassificationInternational 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 networks3nd 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 networks3nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2018, Dublin, Ireland. ⟨10.48550/arXiv.1808.02455⟩
Communication dans un congrès
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