Abdelkader Dairi

21 papers C 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Manifold Learning-Based Anomaly Detection Framework for Cardiovascular Disease Diagnosis.
Comput. Intell.
Fouzi Harrou, Abdelkader Dairi, Ying Sun
2025 J jnl
Auto-configured explainable graph neural networks for multi-site pollution prediction.
Appl. Soft Comput.
Abdelkader Dairi, Fouzi Harrou, Ying Sun
2025 J jnl
Graph neural networks-based spatiotemporal prediction of photovoltaic power: a comparative study.
Neural Comput. Appl.
Abdelkader Dairi, Fouzi Harrou, Belkacem Khaldi, Ying Sun
2024 J jnl
Exploiting Autoencoder-Based Anomaly Detection to Enhance Cybersecurity in Power Grids.
Future Internet
Fouzi Harrou, Benamar Bouyeddou, Abdelkader Dairi, Ying Sun
2024 J jnl
Stacked deep learning approach for efficient SARS-CoV-2 detection in blood samples.
Artif. Intell. Medicine
Wu Wang, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2023 J jnl
Towards accurate prediction of patient length of stay at emergency department: a GAN-driven deep learning framework.
J. Ambient Intell. Humaniz. Comput.
Farid Kadri, Abdelkader Dairi, Fouzi Harrou, Ying Sun
2022 J jnl
A Semi-Supervised Modulation Identification in MIMO Systems: A Deep Learning Strategy.
IEEE Access
Sofya Bouchenak, Rachid Merzougui, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2022 — conf
DDOS attacks detection based on attention-deep learning and local outlier factor.
FMEC
Abdelkader Dairi, Belkacem Khaldi, Fouzi Harrou, Ying Sun
2022 J jnl
Deep Generative Learning-Based 1-SVM Detectors for Unsupervised COVID-19 Infection Detection Using Blood Tests.
IEEE Trans. Instrum. Meas.
Abdelkader Dairi, Fouzi Harrou, Ying Sun
2022 J jnl
Efficient Driver Drunk Detection by Sensors: A Manifold Learning-Based Anomaly Detector.
IEEE Access
Abdelkader Dairi, Fouzi Harrou, Ying Sun
2022 J jnl
Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study.
Concurr. Comput. Pract. Exp.
Nabil Zerrouki, Abdelkader Dairi, Fouzi Harrou, Yacine Zerrouki, Ying Sun
2022 — conf
Gated Recurrent Unit Based Short-Term Network for Robot Swarm Motion Forecasting.
RTSI
Belkacem Khaldi, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2022 J jnl
Machine learning and deep learning-driven methods for predicting ambient particulate matters levels: A case study.
Concurr. Comput. Pract. Exp.
Amin Wu, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2022 — conf
Monitoring Ground-Level Ozone Pollution Based on a Semi-supervised Approach.
ICFSP
Benamar Bouyeddou, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2021 C conf
A deep attention-driven model to forecast solar irradiance.
INDIN
Abdelkader Dairi, Fouzi Harrou, Ying Sun
2021 J jnl
Comparative study of machine learning methods for COVID-19 transmission forecasting.
J. Biomed. Informatics
Abdelkader Dairi, Fouzi Harrou, Abdelhafid Zeroual, Mohamad Mazen Hittawe, Ying Sun
2021 J jnl
Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yacine Zerrouki, Fouzi Harrou, Nabil Zerrouki, Abdelkader Dairi, Ying Sun
2021 J jnl
Integrated Multiple Directed Attention-Based Deep Learning for Improved Air Pollution Forecasting.
IEEE Trans. Instrum. Meas.
Abdelkader Dairi, Fouzi Harrou, Sofiane Khadraoui, Ying Sun
2019 J jnl
Monitoring Influent Conditions of Wastewater Treatment Plants by Nonlinear Data-Based Techniques.
IEEE Access
Tuoyuan Cheng, Abdelkader Dairi, Fouzi Harrou, Ying Sun, Torove Leiknes
2018 J jnl
Unsupervised obstacle detection in driving environments using deep-learning-based stereovision.
Robotics Auton. Syst.
Abdelkader Dairi, Fouzi Harrou, Senouci Mohamed, Ying Sun
2018 — conf
Wastewater treatment plant monitoring via a deep learning approach.
ICIT
Fouzi Harrou, Abdelkader Dairi, Ying Sun, Senouci Mohamed