artificial intelligence: 18
members
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J.-D. Zucker
AI and Machine Learning for decision support tools addressing precision medicine and natural hazards issues
(Explainable Machine Learning and Agent-Based Multiscale Modelling)
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A.Gasc
Applied Meta-Acoustics for Biological Conservation within Southern Countries
(Ecological study and conservation tool based on sound environments collections (soundscape ecology))
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D. Justeau-Allaire
Artificial Intelligence and Spatial Planning for Sustainable Socio-Ecosystems Management
(constraint programming, landscape simulation, and hybrid AI to enhance decision support)
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C. Selinger (CSS5 resigned 2021)
Computational and Mathematical Modelling of Multi-Strain Viral Epidemics
(stochastic simulation, machine learning, bayesian computation, graph theory)
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L. Gauvin
Data Computation and Analysis of Socio-Spatial Urban Mobility and Segregation Processes
(Machine learning and statistical physics for modelling socio-economic urban systems)
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L. Berti-Equille
Data Quality Awareness for Computational Sustainability
(Statistical machine learning, data cleaning, probabilistic inference, data fusion, data quality, data management)
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J. Guérin
Developing Machine Learning Approaches to Enhance Global Resilience to Climate Change
(ML experiments design, runtime monitoring, robustness assessment, optimisation and evaluation)
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Q. Bletery
Foreseeing Large Earthquakes and Tsunamis using Geophysical Data and Machine Learning
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P. Larmande
Knowledge Extraction and Diffusion of Genome-Phenome Relationships in Tropical Agronomy
(semantic web and ontologies, interoperability, FAIR data portal development)
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S. Giffard-Roisin
Machine Learning for Surveillance, Understanding and Prediction of Natural Hazards
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R. Almar
Morphodynamics to Assess and Forecast Coastal Vulnerability in the Intertropical Zone
(combining applied partnership and new generation remote sensing)
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A. Drogoul
Multi-Scale Agent-Based Modelling and Simulation for Research and Operational Decision Support
(Direction in development and computer science research)
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M. Mangeas
Operational Application of Deterministic and Stochastic Mathematics to Spatio-Temporal Environment-Health Issues
(optimization, hybrid system, neural network, genetic algorithms)
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M. Lucas
Plants Systems Biology and Structure-Function Modelling
(Gene regulatory network and 3D data modelling of root systems)
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F. Niño
Processing and Dissemination of Satellite Altimetry Data for Water Resources and Coastal Management
(radar altimetry, deep learning, numerical simulation)
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M.Capello
Reconciling Exploitation and Conservation of Tropical Pelagic Ecosystems
(Derivation of alternative abundance indicators coupling operational models with fishery independant data)
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R. Guyot
Structure and Evolutionary History of Tropical Plant Genomes
(Safeguard, analysis and promotion of wild plant diversity in developing countries)
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C. Iovan
[ !! Profile not yet validated !!] Automated Environmental Information Extraction from Satellite, Drone, and Underwater Imagery
(Acquiring Actionable Knowledge for Marine Policy and Governance)
