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ORCIDFouzi Harrou
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2020 – today
- 2025
[j38]K. Ramakrishna Kini, Fouzi Harrou
, Muddu Madakyaru, Ying Sun:
Enhancing fault detection in multivariate industrial processes: Kolmogorov-Smirnov non-parametric statistical approach. Comput. Chem. Eng. 192: 108876 (2025)- 2024
- [j37]Wu Wang, Fouzi Harrou, Abdelkader Dairi, Ying Sun:
Stacked deep learning approach for efficient SARS-CoV-2 detection in blood samples. Artif. Intell. Medicine 148: 102767 (2024) - [j36]Mohamad Mazen Hittawe, Fouzi Harrou, Mohammed Amine Togou, Ying Sun, Omar M. Knio:
Time-series weather prediction in the Red sea using ensemble transformers. Appl. Soft Comput. 164: 111926 (2024) - [j35]Fouzi Harrou, Benamar Bouyeddou, Abdelkader Dairi, Ying Sun:
Exploiting Autoencoder-Based Anomaly Detection to Enhance Cybersecurity in Power Grids. Future Internet 16(6): 184 (2024) - [c37]Fouzi Harrou, Abdelhakim Dorbane, Ying Sun:
Enhancing photovoltaic system performance using advanced gradient boosting methods. ICCAD 2024: 1-6 - 2023
- [j34]K. Ramakrishna Kini, Muddu Madakyaru, Fouzi Harrou, Ying Sun:
Detecting Pediatric Foot Deformities Using Plantar Pressure Measurements: A Semisupervised Approach. IEEE Des. Test 40(4): 61-68 (2023) - [j33]K. Ramakrishna Kini, Fouzi Harrou, Muddu Madakyaru, Farid Kadri, Ying Sun:
Efficient Sitting Posture Recognition for Wheelchair Users: An Unsupervised Data-Driven Framework. IEEE Instrum. Meas. Mag. 26(4): 37-43 (2023) - [j32]Farid Kadri, Abdelkader Dairi, Fouzi Harrou, Ying Sun:
Towards accurate prediction of patient length of stay at emergency department: a GAN-driven deep learning framework. J. Ambient Intell. Humaniz. Comput. 14(9): 11481-11495 (2023) - [j31]Qilong Pan, Fouzi Harrou, Ying Sun:
A comparison of machine learning methods for ozone pollution prediction. J. Big Data 10(1): 63 (2023) - [c36]Lydia Douaidi, Sidi-Mohammed Senouci, Inès El Korbi, Fouzi Harrou:
Predicting Electric Vehicle Charging Stations Occupancy: A Federated Deep Learning Framework. VTC2023-Spring 2023: 1-5 - 2022
- [j30]Sofya Bouchenak, Rachid Merzougui, Fouzi Harrou, Abdelkader Dairi, Ying Sun:
A Semi-Supervised Modulation Identification in MIMO Systems: A Deep Learning Strategy. IEEE Access 10: 76622-76635 (2022) - [j29]Abdelkader Dairi, Fouzi Harrou, Ying Sun:
Efficient Driver Drunk Detection by Sensors: A Manifold Learning-Based Anomaly Detector. IEEE Access 10: 119001-119012 (2022) - [j28]Wu Wang, Fouzi Harrou, Benamar Bouyeddou, Sidi-Mohammed Senouci, Ying Sun:
A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems. Clust. Comput. 25(1): 561-578 (2022) - [j27]Nabil Zerrouki, Abdelkader Dairi, Fouzi Harrou, Yacine Zerrouki, Ying Sun:
Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study. Concurr. Comput. Pract. Exp. 34(4) (2022) - [j26]Amin Wu, Fouzi Harrou, Abdelkader Dairi, Ying Sun:
Machine learning and deep learning-driven methods for predicting ambient particulate matters levels: A case study. Concurr. Comput. Pract. Exp. 34(19) (2022) - [j25]Wu Wang, Fouzi Harrou, Benamar Bouyeddou, Sidi-Mohammed Senouci, Ying Sun:
Cyber-attacks detection in industrial systems using artificial intelligence-driven methods. Int. J. Crit. Infrastructure Prot. 38: 100542 (2022) - [j24]Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun:
Toward Emerging Cubic-Spline Patterns With a Mobile Robotics Swarm System. IEEE Trans. Cogn. Dev. Syst. 14(2): 565-577 (2022) - [j23]Abdelkader Dairi, Fouzi Harrou, Ying Sun:
Deep Generative Learning-Based 1-SVM Detectors for Unsupervised COVID-19 Infection Detection Using Blood Tests. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [c35]Abdelkader Dairi, Belkacem Khaldi, Fouzi Harrou, Ying Sun:
DDOS attacks detection based on attention-deep learning and local outlier factor. FMEC 2022: 1-4 - [c34]Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amina Zouina Ait Djafer, Amrane Houacine:
A Survey on Recent Advances in Fall Detection Systems Using Machine Learning Formalisms. ICFSP 2022: 35-39 - [c33]Abdelhakim Dorbane, Fouzi Harrou, Ying Sun:
A Tree-Driven Ensemble Learning Approach to Predict FS Welded Al-6061-T6 Material Behavior. ICFSP 2022: 184-188 - [c32]Benamar Bouyeddou, Fouzi Harrou, Abdelkader Dairi, Ying Sun:
Monitoring Ground-Level Ozone Pollution Based on a Semi-supervised Approach. ICFSP 2022: 194-198 - [c31]Yasminah Alali, Fouzi Harrou, Ying Sun:
Predicting Energy Consumption in Wastewater Treatment Plants through Light Gradient Boosting Machine: A Comparative Study. ICSC 2022: 137-142 - [c30]Belkacem Khaldi, Fouzi Harrou, Abdelkader Dairi, Ying Sun:
Gated Recurrent Unit Based Short-Term Network for Robot Swarm Motion Forecasting. RTSI 2022: 168-173 - 2021
- [j22]Benamar Bouyeddou, Fouzi Harrou, Benamar Kadri, Ying Sun:
Detecting network cyber-attacks using an integrated statistical approach. Clust. Comput. 24(2): 1435-1453 (2021) - [j21]Abdelkader Dairi, Fouzi Harrou, Abdelhafid Zeroual, Mohamad Mazen Hittawe, Ying Sun:
Comparative study of machine learning methods for COVID-19 transmission forecasting. J. Biomed. Informatics 118: 103791 (2021) - [j20]Yacine Zerrouki, Fouzi Harrou, Nabil Zerrouki, Abdelkader Dairi, Ying Sun:
Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 202-213 (2021) - [j19]Abdelkader Dairi, Fouzi Harrou, Sofiane Khadraoui, Ying Sun:
Integrated Multiple Directed Attention-Based Deep Learning for Improved Air Pollution Forecasting. IEEE Trans. Instrum. Meas. 70: 1-15 (2021) - [c29]Abdelkader Dairi, Fouzi Harrou, Ying Sun:
A deep attention-driven model to forecast solar irradiance. INDIN 2021: 1-6 - [c28]Fouzi Harrou, Bilal Taghezouit, Benamar Bouyeddou, Ying Sun, Amar Hadj Arab:
Fault Detection in Solar PV Systems Using Hypothesis Testing. INDIN 2021: 1-6 - 2020
- [j18]Junho Lee, Wu Wang, Fouzi Harrou, Ying Sun:
Wind Power Prediction Using Ensemble Learning-Based Models. IEEE Access 8: 61517-61527 (2020) - [j17]Wu Wang, Junho Lee, Fouzi Harrou, Ying Sun:
Early Detection of Parkinson's Disease Using Deep Learning and Machine Learning. IEEE Access 8: 147635-147646 (2020) - [j16]Tuoyuan Cheng, Fouzi Harrou, Farid Kadri, Ying Sun, Torove Leiknes:
Forecasting of Wastewater Treatment Plant Key Features Using Deep Learning-Based Models: A Case Study. IEEE Access 8: 184475-184485 (2020) - [j15]Fouzi Harrou, Mohamad Mazen Hittawe, Ying Sun, Ouadi Beya:
Malicious attacks detection in crowded areas using deep learning-based approach. IEEE Instrum. Meas. Mag. 23(5): 57-62 (2020) - [c27]Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun:
Improving robots swarm aggregation performance through the Minkowski distance function. ICMRE 2020: 87-91
2010 – 2019
- 2019
- [j14]Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun:
Flexible and Efficient Topological Approaches for a Reliable Robots Swarm Aggregation. IEEE Access 7: 96372-96383 (2019) - [j13]Tuoyuan Cheng, Abdelkader Dairi, Fouzi Harrou, Ying Sun, Torove Leiknes:
Monitoring Influent Conditions of Wastewater Treatment Plants by Nonlinear Data-Based Techniques. IEEE Access 7: 108827-108837 (2019) - [j12]Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine:
An Integrated Vision-Based Approach for Efficient Human Fall Detection in a Home Environment. IEEE Access 7: 114966-114974 (2019) - 2018
- [j11]Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun:
Self-organization in aggregating robot swarms: A DW-KNN topological approach. Biosyst. 165: 106-121 (2018) - [j10]Nabil Zerrouki, Fouzi Harrou, Ying Sun:
Statistical Monitoring of Changes to Land Cover. IEEE Geosci. Remote. Sens. Lett. 15(6): 927-931 (2018) - [j9]Abdelkader Dairi, Fouzi Harrou, Senouci Mohamed, Ying Sun:
Unsupervised obstacle detection in driving environments using deep-learning-based stereovision. Robotics Auton. Syst. 100: 287-301 (2018) - [c26]Fouzi Harrou, Abdelhafid Zeroual, Ying Sun:
Traffic congestion detection based on hybrid observer and GLR test. ACC 2018: 604-609 - [c25]Abdelhafid Zeroual, Fouzi Harrou, Ying Sun:
An Improved Macroscopic Modeling for Highway Traffic Density Estimation. ICFSP 2018: 125-129 - [c24]Fouzi Harrou, Abdelkader Dairi, Ying Sun, Senouci Mohamed:
Wastewater treatment plant monitoring via a deep learning approach. ICIT 2018: 1544-1548 - [c23]Fouzi Harrou, Benamar Bouyeddou, Ying Sun, Benamar Kadri:
Detecting cyber-attacks using a CRPS-based monitoring approach. SSCI 2018: 618-622 - [c22]Fouzi Harrou, Nabil Zerrouki, Ying Sun, Lotfi Hocini:
Monitoring land-cover changes by combining a detection step with a classification step. SSCI 2018: 1651-1655 - 2017
- [j8]Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine:
Vision-based fall detection system for improving safety of elderly people. IEEE Instrum. Meas. Mag. 20(6): 49-55 (2017) - [j7]Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun:
Monitoring a robot swarm using a data-driven fault detection approach. Robotics Auton. Syst. 97: 193-203 (2017) - [c21]Belkacem Khaldi, Fouzi Harrou, Ying Sun, Cherif Foudil:
A measurement-based fault detection approach applied to monitor robots swarm. ICSC 2017: 21-26 - [c20]Elyes Garoudja, Fouzi Harrou, Ying Sun, Kamel Kara, Aissa Chouder, Santiago Silvestre:
A statistical-based approach for fault detection and diagnosis in a photovoltaic system. ICSC 2017: 75-80 - [c19]Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine:
Adaboost-based algorithm for human action recognition. INDIN 2017: 189-193 - [c18]Fouzi Harrou, Ying Sun, Ahmed Saidi:
Model-based fault detection algorithm for photovoltaic system monitoring. SSCI 2017: 1-5 - [c17]Fouzi Harrou, Muddu Madakyaru, Ying Sun, Sanjula Kammammettu:
Enhanced dynamic data-driven fault detection approach: Application to a two-tank heater system. SSCI 2017: 1-6 - [c16]Farid Kadri, Fouzi Harrou, Ying Sun:
A multivariate time series approach to forecasting daily attendances at hospital emergency department. SSCI 2017: 1-6 - 2016
- [j6]Farid Kadri, Fouzi Harrou, Sondès Chaabane, Ying Sun, Christian Tahon:
Seasonal ARMA-based SPC charts for anomaly detection: Application to emergency department systems. Neurocomputing 173: 2102-2114 (2016) - [j5]Sofiane Khadraoui, Fouzi Harrou, Hazem N. Nounou, Mohamed N. Nounou, Aniruddha Datta, Shankar P. Bhattacharyya:
A measurement-based control design approach for efficient cancer chemotherapy. Inf. Sci. 333: 108-125 (2016) - [j4]Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine:
Accelerometer and Camera-Based Strategy for Improved Human Fall Detection. J. Medical Syst. 40(12): 284:1-284:16 (2016) - [c15]Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou:
Fault detection in processes represented by PLS models using an EWMA control scheme. CoDIT 2016: 152-157 - [c14]Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine:
A simple strategy for fall events detection. INDIN 2016: 332-336 - [c13]Fouzi Harrou, Ying Sun:
PLS-based memory control scheme for enhanced process monitoring. INDIN 2016: 477-480 - [c12]Fouzi Harrou, Muddu Madakyaru, Ying Sun:
Nonlinear partial least squares with Hellinger distance for nonlinear process monitoring. SSCI 2016: 1-6 - [c11]Muddu Madakyaru, Fouzi Harrou, Ying Sun:
Improved anomaly detection using multi-scale PLS and generalized likelihood ratio test. SSCI 2016: 1-6 - 2015
- [j3]Fouzi Harrou, Farid Kadri, Sondès Chaabane, Christian Tahon, Ying Sun:
Improved principal component analysis for anomaly detection: Application to an emergency department. Comput. Ind. Eng. 88: 63-77 (2015) - [c10]Fouzi Harrou, Ying Sun:
A measurement-based technique for incipient anomaly detection. ISDA 2015: 679-684 - [c9]Fouzi Harrou, Ying Sun, Farid Kadri:
Enhanced monitoring of abnormal emergency department demands. ISDA 2015: 692-696 - [c8]Fouzi Harrou, Ying Sun:
Enhanced Anomaly Detection Via PLS Regression Models and Information Entropy Theory. SSCI 2015: 383-388 - [c7]Fouzi Harrou, Ying Sun:
GLRT Based Anomaly Detection for Sensor Network Monitoring. SSCI 2015: 398-403 - 2014
- [j2]Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov:
Anomaly detection/detectability for a linear model with a bounded nuisance parameter. Annu. Rev. Control. 38(1): 32-44 (2014) - [j1]Farid Kadri, Fouzi Harrou, Sondès Chaabane, Christian Tahon:
Time Series Modelling and Forecasting of Emergency Department Overcrowding. J. Medical Syst. 38(9): 107 (2014) - [c6]M. Ziyan Sheriff, Fouzi Harrou, Mohamed N. Nounou:
Univariate process monitoring using multiscale Shewhart charts. CoDIT 2014: 435-440 - 2013
- [c5]Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou:
A statistical fault detection strategy using PCA based EWMA control schemes. ASCC 2013: 1-4 - [c4]Fouzi Harrou, Lionel Fillatre, Michel Bobbia, Igor V. Nikiforov:
Statistical detection of abnormal ozone measurements based on Constrained Generalized Likelihood Ratio test. CDC 2013: 4997-5002 - [c3]Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou:
Enhanced monitoring using PCA-based GLR fault detection and multiscale filtering. CICA 2013: 1-8 - [c2]Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou:
Detecting abnormal ozone levels using PCA-based GLR hypothesis testing. CIDM 2013: 95-102
2000 – 2009
- 2008
- [c1]Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov:
Anomaly detection with bounded nuisance parameters and safe train navigation. ICARCV 2008: 1021-1026
Coauthor Index
[j38] [j37] [j36] [j35] [c37] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [c35] [c34] [c33] [c32] [c31] [c30] [j22] [j21] [j20] [j19] [c29] [c28] [j18] [j17] [j16] [j15] [c27] [j14] [j13] [j12] [j11] [j10] [j9] [c26] [c25] [c24] [c23] [c22] [j8] [j7] [c21] [c20] [c19] [c18] [c17] [c16] [j6] [j4] [c14] [c13] [c12] [c11] [j3] [c10] [c9] [c8] [c7]
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last updated on 2024-10-07 22:23 CEST by the dblp team
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