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François Alin
Publication Activity (10 Years)
Years Active: 2016-2022
Publications (10 Years): 11
Top Topics
Imbalanced Datasets
Convolutional Neural Networks
Majority Class
Deep Knowledge
Top Venues
HPCS
Intelligent Environments (Workshops)
MLN
CSE/EUC/DCABES
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Publications
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Lucas Mohimont
,
François Alin
,
Nathalie Gaveau
,
Luiz Angelo Steffenel
Lite CNN Models for Real-Time Post-Harvest Grape Disease Detection.
Intelligent Environments (Workshops)
(2022)
Lucas Mohimont
,
Amine Chemchem
,
Marine Rondeau
,
Mathias Roesler
,
François Alin
,
Nathalie Gaveau
,
Luiz Angelo Steffenel
Traitement d'Images et Apprentissage Automatique pour la Viticulture de Précision.
ROIA
2 (1) (2021)
Lucas Mohimont
,
Amine Chemchem
,
François Alin
,
Michaël Krajecki
,
Luiz Angelo Steffenel
Convolutional neural networks and temporal CNNs for COVID-19 forecasting in France.
Appl. Intell.
51 (12) (2021)
François Alin
,
Amine Chemchem
,
Florent Nolot
,
Olivier Flauzac
,
Michaël Krajecki
Towards a Hierarchical Deep Learning Approach for Intrusion Detection.
MLN
(2019)
Amine Chemchem
,
François Alin
,
Michaël Krajecki
Combining SMOTE Sampling and Machine Learning for Forecasting Wheat Yields in France.
AIKE
(2019)
Amine Chemchem
,
François Alin
,
Michaël Krajecki
Improving the Cognitive Agent Intelligence by Deep Knowledge Classification.
Int. J. Comput. Intell. Appl.
18 (1) (2019)
Julien Loiseau
,
Hyun Lim
,
Benjamin K. Bergen
,
Nicholas D. Moss
,
François Alin
FleCSPH: a Parallel and Distributed Smoothed Particle Hydrodynamics Framework Based on FleCSI.
HPCS
(2018)
Julien Loiseau
,
François Alin
,
Christophe Jaillet
,
Michaël Krajecki
FleCSPHg: A GPU Accelerated Framework for Physics and Astrophysics Simulations.
CARLA
(2018)
Amine Chemchem
,
François Alin
,
Michaël Krajecki
Deep Learning and Data Mining Classification through the Intelligent Agent Reasoning.
FiCloud Workshops
(2018)
Michaël Krajecki
,
Julien Loiseau
,
François Alin
,
Christophe Jaillet
BFS Traversal on Multi-GPU Cluster.
CSE/EUC/DCABES
(2016)
Michaël Krajecki
,
Julien Loiseau
,
François Alin
,
Christophe Jaillet
Many-Core Approaches to Combinatorial Problems: case of the Langford Problem.
Supercomput. Front. Innov.
3 (2) (2016)