No photo of Fouzi Harrou

View Scopus Profile

Fouzi Harrou

Calculated based on number of publications stored in Pure and citations from Scopus
20152023

Research activity per year

If you made any changes in Pure these will be visible here soon.
Filter
Chapter

Search results

  • 2022

    A hybrid deep learning method with attention for COVID-19 spread forecasting

    Dairi, A., Harrou, F., Sun, Y. & Khadraoui, S., Apr 2022, Artificial Intelligence Strategies for Analyzing COVID-19 Pneumonia Lung Imaging, Volume 1. IOP Publishing

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • 2021

    Case studies

    Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 255-303 49 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Conclusion and further research directions

    Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 305-309 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Fault isolation

    Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 71-117 47 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Introduction

    Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 1-17 17 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Linear latent variable regression (LVR)-based process monitoring

    Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 19-70 52 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Multiscale latent variable regression-based process monitoring methods

    Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 155-191 37 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Nonlinear latent variable regression methods

    Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 119-154 36 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Unsupervised deep learning-based process monitoring methods

    Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 193-223 31 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Unsupervised recurrent deep learning scheme for process monitoring

    Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 225-253 29 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • 2020

    Forecasting of Photovoltaic Solar Power Production Using LSTM Approach

    Harrou, F., Kadri, F. & Sun, Y., Apr 1 2020, Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems. IntechOpen

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • 2017

    An Improved Wavelet-Based Multivariable Fault Detection Scheme

    Harrou, F., Sun, Y. & Madakyaru, M., Jul 5 2017, Uncertainty Quantification and Model Calibration. IntechOpen

    Research output: Chapter in Book/Report/Conference proceeding › Chapter