Mohamed-Faouzi Harkat, PhD

Assistant Research Scientist

  • 452 Citations
  • 11 h-Index
20032019

Research output per year

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Research Output

  • 452 Citations
  • 11 h-Index
  • 25 Article
  • 16 Conference contribution
  • 4 Conference article
  • 2 Paper

A new monitoring scheme of an air quality network based on the kernel method

Said, M., Abdellafou, K. B., Taouali, O. & Harkat, M-F., 1 Jan 2019, In : International Journal of Advanced Manufacturing Technology.

Research output: Contribution to journalArticle

  • 1 Citation (Scopus)
  • 3 Citations (Scopus)

    Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes

    Baklouti, R., Ben Hamida, A., Mansouri, M., Harkat, M-F., Nounou, H. & Nounou, M., 16 Jan 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2663-2668 6 p. 8616451. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network

    Fezai, R., Mansouri, M., Taouali, O., Harkat, M-F. & Nounou, H., 16 Jan 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3159-3164 6 p. 8616532. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Supervised process monitoring and fault diagnosis based on machine learning methods

    Lahdhiri, H., Said, M., Abdellafou, K. B., Taouali, O. & Harkat, M-F., 1 Jan 2019, In : International Journal of Advanced Manufacturing Technology.

    Research output: Contribution to journalArticle

  • 3 Citations (Scopus)