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Jean-Christophe Nebel

Professor

    Willing to speak to media

    1997 …2026

    Research activity per year

    Personal profile

    University web profile link

    Research interests

    I lead research in AI and machine learning applied to a variety of topics 
    - including computer vision, bioinformatics, cybersecurity, renewable energy, and ecology, supported by multidisciplinary and international collaborations. I have made an internationally recognised, substantive, innovative, and original contribution to my field that includes the development of the world’s first experimental 3D television studio – IEE Reeve Premium award in 2004, the first stochastic context free grammar-based framework able to handle the complexity of the protein alphabet, a novel embedding-based dimensionality reduction method able to model any concept represented by multivariate sequences, the pioneer usage of common sense reasoning for computer vision-based human action recognition, the introduction of a genomics-inspired paradigm (Vide-omics) for visual surveillance, usage of game theory for smart grids and PPE management during the COVID-19 outbreak, exploitation of AI for managing domestic solar energy solutions, and denoising mass spectrometry data, and air pollution monitoring and prediction.

    Related documents

    Education/Academic qualification

    Doctorate, Computing Science: Development of 3D raytracing techniques suitable for massively parallel machines, Universite Jean Monnet Saint-Etienne

    19941997

    Master, Computing Science, Universite Jean Moulin Lyon 3

    19911992

    MScEng, Electronics, Signal Processing and Computing Science, École supérieure de chimie physique électronique de Lyon

    19871992

    Senior Fellow (against Descriptor 3 of the UKPSF), Higher Education Academy

    2015 → …

    Keywords

    • QA76 Computer software
    • Artificial Intelligence
    • Computer Vision
    • Bioinformatics

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    Collaborations and top research areas from the last five years

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    • Protein Bioinformatics: Structure and Function

      Nebel, J.-C. (PI), Abbass, J. (CoI), Esmaielbeiki, R. (Researcher), Laibe, J. (Researcher), Dyrka, W. (Researcher), Kotulska, M. (CoI) & Konopka, B. M. (Researcher)

      7/06/0410/12/21

      Project: Research

    • Human Pose and Action Recognition

      Nebel, J.-C. (CoPI), Makris, D. (CoPI), Kuo, P. (Researcher), Lewandowski, M. (Researcher), Velastin, S. A. (CoI), Nazir, S. (CoI), Santofimia, M. J. (CoI) & Del Rincon, J. M. (Researcher)

      5/09/0721/06/19

      Project: Research & KE

    • Vide-omics: A Genomics-inspired Paradigm for Video Analysis

      Nebel, J.-C. (PI), Kazantzidis, I. (Researcher), Florez-Revuelta, F. (CoI), Del Rincon, J. M. (CoI), Thevenon, J. (Researcher), Dieny, R. (Researcher), Dequidt, M. (Researcher), Hill, N. (CoI) & Dos-Santos-Paulino, A. C. (Researcher)

      1/09/1030/10/18

      Project: Research

    • Air Pollution Monitoring and Prediction

      Rahman, F. (PI), Hegde, M. (Researcher), Nebel, J.-C. (CoI) & Zemour, R. (Researcher)

      26/06/23 → …

      Project: Research & KE

    • Energy and Resource Management

      Nebel, J.-C. (CoI), Ofetotse, E. L. (PI), Pilz, M. (Researcher), Pfluegel, E. (CoI), Al-Fagih, L. (PI), Brujic-Okretic, V. (CoI) & Khaddaj, S. (CoI)

      21/10/187/07/23

      Project: Research & KE