Abdelkader Dairi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Anomaly Detection

Manifold Learning

Top Venues

IEEE Trans. Instrum. Meas.

Concurr. Comput. Pract. Exp.

Artif. Intell. Medicine

Publications

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 (2024)
Fouzi Harrou, Benamar Bouyeddou, Abdelkader Dairi, Ying Sun
Exploiting Autoencoder-Based Anomaly Detection to Enhance Cybersecurity in Power Grids. Future Internet 16 (6) (2024)
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) (2023)
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 (2022)
Benamar Bouyeddou, Fouzi Harrou, Abdelkader Dairi, Ying Sun
Monitoring Ground-Level Ozone Pollution Based on a Semi-supervised Approach. ICFSP (2022)
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 (2022)
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)
Abdelkader Dairi, Fouzi Harrou, Ying Sun
Efficient Driver Drunk Detection by Sensors: A Manifold Learning-Based Anomaly Detector. IEEE Access 10 (2022)
Belkacem Khaldi, Fouzi Harrou, Abdelkader Dairi, Ying Sun
Gated Recurrent Unit Based Short-Term Network for Robot Swarm Motion Forecasting. RTSI (2022)
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)
Abdelkader Dairi, Belkacem Khaldi, Fouzi Harrou, Ying Sun
DDOS attacks detection based on attention-deep learning and local outlier factor. FMEC (2022)
Abdelkader Dairi, Fouzi Harrou, Ying Sun
A deep attention-driven model to forecast solar irradiance. INDIN (2021)
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 (2021)
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 (2021)
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 (2021)
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 (2019)
Fouzi Harrou, Abdelkader Dairi, Ying Sun, Senouci Mohamed
Wastewater treatment plant monitoring via a deep learning approach. ICIT (2018)
Abdelkader Dairi, Fouzi Harrou, Senouci Mohamed, Ying Sun
Unsupervised obstacle detection in driving environments using deep-learning-based stereovision. Robotics Auton. Syst. 100 (2018)