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ORCIDAbdelkader Dairi
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2020 – today
- 2024
[j13]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)- [j12]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) - 2023
- [j11]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) - 2022
- [j10]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) - [j9]Abdelkader Dairi, Fouzi Harrou, Ying Sun:
Efficient Driver Drunk Detection by Sensors: A Manifold Learning-Based Anomaly Detector. IEEE Access 10: 119001-119012 (2022) - [j8]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) - [j7]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) - [j6]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) - [c5]Abdelkader Dairi, Belkacem Khaldi, Fouzi Harrou, Ying Sun:
DDOS attacks detection based on attention-deep learning and local outlier factor. FMEC 2022: 1-4 - [c4]Benamar Bouyeddou, Fouzi Harrou, Abdelkader Dairi, Ying Sun:
Monitoring Ground-Level Ozone Pollution Based on a Semi-supervised Approach. ICFSP 2022: 194-198 - [c3]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
- [j5]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) - [j4]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) - [j3]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) - [c2]Abdelkader Dairi, Fouzi Harrou, Ying Sun:
A deep attention-driven model to forecast solar irradiance. INDIN 2021: 1-6
2010 – 2019
- 2019
- [j2]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) - 2018
- [j1]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) - [c1]Fouzi Harrou, Abdelkader Dairi, Ying Sun, Senouci Mohamed:
Wastewater treatment plant monitoring via a deep learning approach. ICIT 2018: 1544-1548
Coauthor Index
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