Fouzi Harrou

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99 Article
59 Conference contribution
13 Chapter
1 Book

Exploring Antiviral Drugs on Monolayer Black Phosphorene: Atomistic Theory and Explainable Machine Learning-Assisted Platform
Laref, S., Harrou, F., Sun, Y., Gao, X. & Gojobori, T., May 2024, In: International journal of molecular sciences. 25, 9, 4897.
Research output: Contribution to journal › Article › peer-review

Open Access
Time-series weather prediction in the Red sea using ensemble transformers
Hittawe, M. M., Harrou, F., Togou, M. A., Sun, Y. & Knio, O., Oct 2024, In: Applied Soft Computing. 164, 111926.
Research output: Contribution to journal › Article › peer-review
15 Scopus citations
A comparison of machine learning methods for ozone pollution prediction
Harrou, F., Sun, Y. & Pan, Q., May 15 2023, In: Journal of Big Data. 10, 1
Research output: Contribution to journal › Article › peer-review
27 Scopus citations
A Deep Recurrent Neural Network Framework for Swarm Motion Speed Prediction
Khaldi, B., Harrou, F., Dairi, A. & Sun, Y., Mar 18 2023, In: Journal of Electrical Engineering and Technology.
Research output: Contribution to journal › Article › peer-review
4 Scopus citations
Artificial Intelligence Techniques for Solar Irradiance and PV Modeling and Forecasting
Harrou, F., Sun, Y., Taghezouit, B. & Dairi, A., Sep 21 2023, In: Energies. 16, 18, p. 6731
Research output: Contribution to journal › Article › peer-review
4 Scopus citations
Assessing ANN Architectures for Wind Turbine Power Prediction: A Comparative Study
Achouri, F., Damou, M., Harrou, F., Sun, Y. & Bouyeddou, B., 2023, 2023 International Conference on Decision Aid Sciences and Applications, DASA 2023. Institute of Electrical and Electronics Engineers Inc., p. 284-289 6 p. (2023 International Conference on Decision Aid Sciences and Applications, DASA 2023).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Cybersecurity of photovoltaic systems: challenges, threats, and mitigation strategies: a short survey
Harrou, F., Taghezouit, B., Bouyeddou, B. & Sun, Y., Sep 12 2023, In: Frontiers in Energy Research. 11
Research output: Contribution to journal › Article › peer-review
7 Scopus citations
DDOS attacks detection based on attention-deep learning and local outlier factor
Dairi, A., Khaldi, B., Harrou, F. & Sun, Y., Mar 14 2023, 2022 Seventh International Conference on Fog and Mobile Edge Computing (FMEC). IEEE
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations

Findings on Machine Learning Reported by Investigators at King Abdullah University of Science and Technology (KAUST) (Evaluating E-learning Readiness Using Explainable Machine Learning and Key Organizational Change Factors In Higher Education)
Sun, Y. & Harrou, F.
02/10/25
1 item of Media coverage
Press/Media: Press / Media
Data from King Abdullah University of Science and Technology (KAUST) Broaden Understanding of Engineering (Enhancing wind power prediction with self-attentive variational autoencoders: A comparative study)
Sun, Y. & Harrou, F.
09/11/24
1 item of Media coverage
Press/Media: Press / Media
New Engineering Research from King Abdullah University of Science and Technology (KAUST) Discussed (Enhancing road traffic flow prediction with improved deep learning using wavelet transforms)
Sun, Y. & Harrou, F.
09/9/24
1 item of Media coverage
Press/Media: Press / Media
New Energy Conversion and Management Study Findings Recently Were Reported by Researchers at King Abdullah University of Science and Technology (KAUST) (Automatic Fault Detection In Grid-connected Photovoltaic Systems Via Variational ...)
Sun, Y. & Harrou, F.
08/16/24
1 item of Media coverage
Press/Media: Press / Media
Research from King Abdullah University of Science and Technology (KAUST) Provide New Insights into Biotechnology (A semi-supervised anomaly detection strategy for drunk driving detection: a feasibility study)
Sun, Y. & Harrou, F.
07/5/24
1 item of Media coverage
Press/Media: Press / Media
Studies from King Abdullah University of Science and Technology (KAUST) Yield New Information about Technology (Deep Learning for Hand Gesture Recognition In Virtual Museum Using Wearable Vision Sensors)
Sun, Y. & Harrou, F.
07/2/24
1 item of Media coverage
Press/Media: Press / Media
Research on Future Internet Detailed by a Researcher at King Abdullah University of Science and Technology (KAUST) (Exploiting Autoencoder-Based Anomaly Detection to Enhance Cybersecurity in Power Grids)
Sun, Y. & Harrou, F.
06/12/24
1 item of Media coverage
Press/Media: Press / Media
Study Results from King Abdullah University of Science and Technology (KAUST) Broaden Understanding of Engineering (Detecting the signs of desertification with Landsat imagery: A semi-supervised anomaly detection approach)
Sun, Y. & Harrou, F.
06/10/24
1 item of Media coverage
Press/Media: Press / Media

Fouzi Harrou

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Exploring Antiviral Drugs on Monolayer Black Phosphorene: Atomistic Theory and Explainable Machine Learning-Assisted Platform

Time-series weather prediction in the Red sea using ensemble transformers

A comparison of machine learning methods for ozone pollution prediction

A Deep Recurrent Neural Network Framework for Swarm Motion Speed Prediction

Artificial Intelligence Techniques for Solar Irradiance and PV Modeling and Forecasting

Assessing ANN Architectures for Wind Turbine Power Prediction: A Comparative Study

Cybersecurity of photovoltaic systems: challenges, threats, and mitigation strategies: a short survey

DDOS attacks detection based on attention-deep learning and local outlier factor

Findings on Machine Learning Reported by Investigators at King Abdullah University of Science and Technology (KAUST) (Evaluating E-learning Readiness Using Explainable Machine Learning and Key Organizational Change Factors In Higher Education)

Data from King Abdullah University of Science and Technology (KAUST) Broaden Understanding of Engineering (Enhancing wind power prediction with self-attentive variational autoencoders: A comparative study)

New Engineering Research from King Abdullah University of Science and Technology (KAUST) Discussed (Enhancing road traffic flow prediction with improved deep learning using wavelet transforms)

New Energy Conversion and Management Study Findings Recently Were Reported by Researchers at King Abdullah University of Science and Technology (KAUST) (Automatic Fault Detection In Grid-connected Photovoltaic Systems Via Variational ...)

Research from King Abdullah University of Science and Technology (KAUST) Provide New Insights into Biotechnology (A semi-supervised anomaly detection strategy for drunk driving detection: a feasibility study)

Studies from King Abdullah University of Science and Technology (KAUST) Yield New Information about Technology (Deep Learning for Hand Gesture Recognition In Virtual Museum Using Wearable Vision Sensors)

Research on Future Internet Detailed by a Researcher at King Abdullah University of Science and Technology (KAUST) (Exploiting Autoencoder-Based Anomaly Detection to Enhance Cybersecurity in Power Grids)

Study Results from King Abdullah University of Science and Technology (KAUST) Broaden Understanding of Engineering (Detecting the signs of desertification with Landsat imagery: A semi-supervised anomaly detection approach)

Fouzi Harrou

Fingerprint

Collaborations and top research areas from the last five years

Research output

Press/Media