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François Alin

Computer Vision and Deep Learning for Precision Viticulture
2022 · Lucas Mohimont, François Alin, et al. · Agronomy · 69
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Convolutional neural networks and temporal CNNs for COVID-19 forecasting in France
2021 · Lucas Mohimont, Amine Chemchem, et al. · Applied Intelligence · 56
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Combining SMOTE Sampling and Machine Learning for Forecasting Wheat Yields in France
2019 · Amine Chemchem, Francois Alin, et al. · IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE) · 32
Deep Learning and Data Mining Classification through the Intelligent Agent Reasoning
2018 · Amine Chemchem, Francois Alin, et al. · International Conference on Future Internet of Things and Cloud Workshops (FiCloudW) · 15
Towards a Hierarchical Deep Learning Approach for Intrusion Detection
2020 · François Alin, Amine Chemchem, et al. · Lecture notes in computer science · 14
Comparison of Machine Learning and Deep Learning Methods for Grape Cluster Segmentation
2021 · Lucas Mohimont, Mathias Roesler, et al. · Communications in computer and information science · 9
Lite CNN Models for Real-Time Post-Harvest Grape Disease Detection
2022 · Lucas Mohimont, François Alin, et al. · Ambient intelligence and smart environments · 7
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AI-Driven Yield Estimation Using an Autonomous Robot for Data Acquisition
2022 · Lucas Mohimont, Luiz Angelo Steffenel, et al. · River Publishers eBooks · 5
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Improving the Cognitive Agent Intelligence by Deep Knowledge Classification
2019 · Amine Chemchem, François Alin, et al. · International Journal of Computational Intelligence and Applications · 4
FleCSPH: a Parallel and Distributed Smoothed Particle Hydrodynamics Framework Based on FleCSI
2018 · Julien Loiseau, Hyun Lim, et al. · International Conference on High Performance Computing & Simulation (HPCS) · 4
BFS Traversal on Multi-GPU Cluster
2016 · Michael Krajecki, Julien Loiseau, et al. · IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC) · 4
Deploying Deep Neural Networks on Edge Devices for Grape Segmentation
2021 · Mathias Roesler, Lucas Mohimont, et al. · Communications in computer and information science · 3
Many-Core Approaches to Combinatorial Problems: case of the Langford Problem
2016 · Michaël Krajecki, Julien Loiseau, et al. · Supercomputing Frontiers and Innovations · 2
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AI-Based Quality Control System at the Pressing Stages of the Champagne Production
2022 · Lucas Mohimont, Mathias Roesler, et al. · River Publishers eBooks · 1
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Traitement d’Images et Apprentissage Automatique pour la Viticulture de Précision
2021 · Lucas Mohimont, Amine Chemchem, et al. · Revue Ouverte d Intelligence Artificielle · 1
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FleCSPHg: A GPU Accelerated Framework for Physics and Astrophysics Simulations
2019 · Julien Loiseau, François Alin, et al. · Communications in computer and information science · 1
Estimation du Rendement du Mil Perlé (Pennisetum glaucum) par Machine Learning à l'aide d'Images Satellites
2024 · Chemchem, Amine, Mohimont, Lucas, et al. · HAL
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Procédé d’estimation automatique de la qualité d’un produit agricole
2023 · Alin, Francois, Krajecki, Michaël, et al. · HAL
Apprentissage Profond pour l'Estimation du Rendement en Viticulture
2022 · Steffenel, Luiz Angelo, Mohimont, Lucas, et al. · HAL
Vers des Modèles IA pour l'Estimation du Rendement en Viticulture
2021 · Steffenel, Luiz Angelo, Mohimont, Lucas, et al. · HAL
Massively parallel resolution of combinatorial problems on multigpu clusters.
2015 · Loiseau, Julien, Jaillet, Christophe, et al. · HAL
Works count: 21
Citation count: 227
H-index: 7
I10-index: 5
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