Jean-Yves RAMEL

• Data science; Data analysis, data mining, image and video analysis, document image indexing
•  AI and learning; Introduction to new AI techniques, Natural Language Processing, Graph Mining and GNN, etc.
•  Project-based teaching; Responsible for "Research and Development Projects" (PFE) with implementation of project-based teaching (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

• Machine learning on graphs (graph neural networks, 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, online learning, classifier combination, etc.)
• Interactive methods, anytime, budgeted, etc.

• ►under HAL

• Professor of Computer Science (since 2024) at the University of Savoie-Mont-Blanc – UFR SceM (Computer Science Department) – LISTIC
• Professor of Computer Science (2007-2023) at Polytech’Tours – Computer Science Department – Laboratory of Fundamental and Applied Computer Science of Tours (EA 6300)
• Director of the LIFAT laboratory from July 2018 to September 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 from INSA Lyon 1996
  Subject: Automatic interpretation of graphic documents

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