data mining: 16
members
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N. Poulicard
Agro-ecological analysis and modelling of evolutive tropical plant microbiomes
(Combining genomic and field data for modelling and phylogenetic reconstruction)
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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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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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E. Roux
Design of Cross-Border One-Health Observatories in South America
(Data science and models for understanding and control of eco-epidemiological systems)
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B.Hector
Evolution of the Water Cycle Within the Intertropical Band
(Hyper-resolved modelling of the critical zone)
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L.Brousseau
Integrative -omics Approaches in Evolutionary Ecology
(adaptation and domestication in Amazonian trees and palms)
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R. Devillers
Interdisciplinary Mapping, Conservation and Protection of Marine Habitats
(cartographic data quality expertise, participatory mapping, training and education)
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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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F. Sabot
Methods and Tools for Pangenomic Studies
(Application to domestic edible plants improvement)
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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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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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S.Ferrant
Spatial Agro-Hydrology; Satellite Data Mining and Assimilation
(Modelling and predicting interactions between agriculture and water resources)
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L. Drapeau
Spatial Dynamics Modelling of Natural Drivers for Socio-Ecosystems Management and Multidisciplinary Studies
(applied mathematics, spatial statistics, spatial data infrastructures)
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M. Lucas
[IN CONSTRUCTION - NOT VALIDATED] Systems Biology and Structure-Function Modelling of Tropical Edible Plants
(Gene regulatory network and 3D data modelling of root systems)
