Jean-Yves RAMEL

• Data sciences; Data analysis, Data mining, Image and video analysis, Document image indexing
•  AI and learning; Introduction to new AI techniques, Automatic Language Processing, Graph mining and GNN, ...
•  Project-based pedagogy; Responsible for "Research and Development Projects" (PFE) with implementation of project-based pedagogy (Specification, modeling, project management, implementation quality)
• Computer science; Programming (C, C#, Python), UML; algorithms (Python), HMI, ...
• Networks and protocols, information transmission, local and industrial networks, OSI and TCP/IP, advanced networks and routing

• Graph-based machine learning (Graph Neural Network, Graph Mining, Graph Matching, etc.)
• Image and video analysis (2D and 3D medical images, document images, LIDAR images, videos, etc.)
• Methods and architecture for interactive and incremental learning and classification (one-class classifiers, on-line learning, combination of classifiers, etc.)
• Interactive, Anytime, budgeted methods, ...

• ►sous HAL

• Professor of Computer Science (since 2024-) at Université de Savoie-Mont-Blanc - UFR SceM (Dep Informatique) - LISTIC
• Professor of Computer Science (2007-2023) at Polytech'Tours - Computer Science Department - Laboratoire d'Informatique Fondamentale et Appliquée de Tours (EA 6300)
• Director of the LIFAT laboratory from July 2018 to Sept 2021
• Lecturer (2002-2007) at Polytech'Tours
  Computer Science Department - Tours Computer Science Laboratory (EA 2101)
• Lecturer atINSA Lyon from 1997 to 2002
  Industrial Engineering Department - Collaborative Interaction and Tele-activities Laboratory
• Doctoral thesis in Computer Science, INSA Lyon 1996
  Subject: Automatic interpretation of graphical documents

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