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Farid Kadri

Time Series Modelling and Forecasting of Emergency Department Overcrowding
2014 · Farid Kadri, Fouzi Harrou, et al. · Journal of Medical Systems · 163
Forecasting of Wastewater Treatment Plant Key Features Using Deep Learning-Based Models: A Case Study
2020 · Tuoyuan Cheng, Fouzi Harrou, et al. · IEEE Access · 143
Forecasting of Photovoltaic Solar Power Production Using LSTM Approach
2020 · Fouzi Harrou, Farid Kadri, et al. · IntechOpen eBooks · 107
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The Impact of Natural Disasters on Critical Infrastructures: A Domino Effect-based Study
2014 · Farid Kadri, Babiga Birregah, et al. · Journal of Homeland Security and Emergency Management · 107
Enhancing road traffic flow prediction with improved deep learning using wavelet transforms
2024 · Fouzi Harrou, Abdelhafid Zeroual, et al. · Results in Engineering · 104
Improved principal component analysis for anomaly detection: Application to an emergency department
2015 · Fouzi Harrou, Farid Kadri, et al. · Computers & Industrial Engineering · 103
Seasonal ARMA-based SPC charts for anomaly detection: Application to emergency department systems
2015 · Farid Kadri, Fouzi Harrou, et al. · Neurocomputing · 94
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A simulation-based decision support system to prevent and predict strain situations in emergency department systems
2014 · Farid Kadri, Sondès Chaabane, et al. · Simulation Modelling Practice and Theory · 89
Forecasting emergency department overcrowding: A deep learning framework
2020 · Fouzi Harrou, Abdelkader Dairi, et al. · Chaos Solitons & Fractals · 76
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Method for quantitative assessment of the domino effect in industrial sites
2012 · Farid Kadri, Eric Châtelet, et al. · Process Safety and Environmental Protection · 76
Towards accurate prediction of patient length of stay at emergency department: a GAN-driven deep learning framework
2022 · Farid Kadri, Abdelkader Dairi, et al. · Journal of Ambient Intelligence and Humanized Computing · 65
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Detecting Abnormal Ozone Measurements With a Deep Learning-Based Strategy
2018 · Fouzi Harrou, Abdelkader Dairi, et al. · IEEE Sensors Journal · 65
Ozone measurements monitoring using data-based approach
2016 · Fouzi Harrou, Farid Kadri, et al. · Process Safety and Environmental Protection · 51
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Peaks Over Threshold–based detector design for structural health monitoring: Application to aerospace structures
2017 · Marc Rébillat, Ouadie Hmad, et al. · Structural Health Monitoring · 37
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An LSTM-based Deep Learning Approach with Application to Predicting Hospital Emergency Department Admissions
2019 · Farid Kadri, Merouane Baraoui, et al. · International Conference on Industrial Engineering and Systems Management · 30
Predicting Hospital Length of Stay Using Regression Models: Application to Emergency Department
2014 · Combes, Catherine, Kadri, Farid, et al. · HAL · 29
Effective forecasting of key features in hospital emergency department: Hybrid deep learning-driven methods
2021 · Fouzi Harrou, Abdelkader Dairi, et al. · Machine Learning with Applications · 28
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Modelling and management of the strain situations in hospital systems using an ORCA approach
2013 · Kadri, Farid, Pach, Cyrille, et al. · HAL · 20
The Assessment of Risk Caused by Fire and Explosion in Chemical Process Industry: A Domino Effect-Based Study
2013 · Farid Kadri, Eric Chatelet, et al. · Journal of risk analysis and crisis response · 20
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Machine Learning for Emergency Department Management
2019 · Sofia Benbelkacem, Farid Kadri, et al. · International Journal of Information Systems in the Service Sector · 19
Monitoring patient flow in a hospital emergency department: ARMA-based nonparametric GLRT scheme
2021 · Fouzi Harrou, Farid Kadri, et al. · Health Informatics Journal · 17
Domino Effect Analysis and Assessment of Industrial Sites: A Review of Methodologies and Software Tools
2013 · Kadri, Farid, Chatelet, Eric · HAL · 17
RNN-based deep-learning approach to forecasting hospital system demands: application to an emergency department
2020 · Farid Kadri, Kahina Abdennbi · International Journal of Data Science · 16
Early detection of abnormal patient arrivals at hospital emergency department
2015 · Fouzi Harrou, Ying Sun, et al. · International Conference on Industrial Engineering and Systems Management · 14
Efficient Sitting Posture Recognition for Wheelchair Users: An Unsupervised Data-Driven Framework
2023 · K. Ramakrishna Kini, Fouzi Harrou, et al. · IEEE Instrumentation & Measurement Magazine · 13
Works count: 53
Citation count: 1,571
H-index: 19
I10-index: 28
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