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Developing Machine Learning Approaches to Enhance Global Resilience to Climate Change
ML experiments design, runtime monitoring, robustness assessment, optimisation and evaluation

Institut de Recherche pour le Développement

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CSS5-IRD :  GUÉRIN, Joris / Developing Machine Learning Approaches to Enhance Global Resilience to Climate Change Competencies of  GUÉRIN, Joris , PhD scientist
UMR Espace-Dev   Space observation, models & actionable science

citations DBLP   citations Google scholar   citations IRD   citations ORCID   Personal home page   PhD thesis report   software on GitHub   UMR Espace-Dev   web-link LMI IDEAL   web-link UFRN   _get in touch  
•	PhD thesis report: "Machine learning improvements for robotic applications in industrial 
                             context: Case study of autonomous sorting"
•	LMI IDEAL : N-E brazil sci. institutions and IRD lab to promote transdisciplinary research
                             (agroecology, AI, social sciences) to find coviability transition pathway
•	UFRN: Federal University of Rio Grande do Norte (Brazil)
Below: competencies in black when any are unique to J. Guérin's profile in the current state of the database

artificial intelligenceartificial neural network /  artificial neural network monitoring /  Brazilcomputational intelligencecomputational sustainabilitycomputer science /  computer vision /  coral reefdata (satellite)data analysisdata clusteringdata driven approachdata glitch detection (fr: détection d'anomalies)data preprocessingdeforestationforecasting /  foundation model (machine learning) /  image processingmachine - deep learningMODELLINGmodelling (validation)Nordeste (Brazil)open dataopen sourcepattern recognitionreinforcement learningremote sensing /  robotics /  SARS-CoV-2 (Covid-19)SDG 03 (Sust. Devel. Goal - Health and well-being)SDG 13 (Sust. Devel. Goal - Climate)SDG 14 (Sust. Devel. Goal - Oceans)SDG 15 (Sust. Devel. Goal - Terrestrial ecosystems)signal processingsimulationteaching in computer sciencetraining (fr: formation)UAV (Unmanned Aerial Vehicle, drone)UMR Espace-dev (space for devel.)uncertainty assessment /

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Last update : 2024-08-07  (id: 77 )

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