Abdelkader Dairi

According to our database, Abdelkader Dairi authored at least 16 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Towards accurate prediction of patient length of stay at emergency department: a GAN-driven deep learning framework.

Farid Kadri, Abdelkader Dairi, Fouzi Harrou, Ying Sun

J. Ambient Intell. Humaniz. Comput., 2023

2022

Deep Generative Learning-Based 1-SVM Detectors for Unsupervised COVID-19 Infection Detection Using Blood Tests.

Abdelkader Dairi, Fouzi Harrou, Ying Sun

IEEE Trans. Instrum. Meas., 2022

Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study.

Nabil Zerrouki, Abdelkader Dairi, Fouzi Harrou, Yacine Zerrouki, Ying Sun

Concurr. Comput. Pract. Exp., 2022

Machine learning and deep learning-driven methods for predicting ambient particulate matters levels: A case study.

Amin Wu, Fouzi Harrou, Abdelkader Dairi, Ying Sun

Concurr. Comput. Pract. Exp., 2022

Efficient Driver Drunk Detection by Sensors: A Manifold Learning-Based Anomaly Detector.

Abdelkader Dairi, Fouzi Harrou, Ying Sun

IEEE Access, 2022

A Semi-Supervised Modulation Identification in MIMO Systems: A Deep Learning Strategy.

Sofya Bouchenak, Rachid Merzougui, Fouzi Harrou, Abdelkader Dairi, Ying Sun

IEEE Access, 2022

Gated Recurrent Unit Based Short-Term Network for Robot Swarm Motion Forecasting.

Belkacem Khaldi, Fouzi Harrou, Abdelkader Dairi, Ying Sun

Proceedings of the 7th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2022

Monitoring Ground-Level Ozone Pollution Based on a Semi-supervised Approach.

Benamar Bouyeddou, Fouzi Harrou, Abdelkader Dairi, Ying Sun

Proceedings of the 7th International Conference on Frontiers of Signal Processing, 2022

DDOS attacks detection based on attention-deep learning and local outlier factor.

Abdelkader Dairi, Belkacem Khaldi, Fouzi Harrou, Ying Sun

Proceedings of the Seventh International Conference on Fog and Mobile Edge Computing, 2022

2021

Integrated Multiple Directed Attention-Based Deep Learning for Improved Air Pollution Forecasting.

Abdelkader Dairi, Fouzi Harrou, Sofiane Khadraoui, Ying Sun

IEEE Trans. Instrum. Meas., 2021

Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data.

Yacine Zerrouki, Fouzi Harrou, Nabil Zerrouki, Abdelkader Dairi, Ying Sun

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Comparative study of machine learning methods for COVID-19 transmission forecasting.

Abdelkader Dairi, Fouzi Harrou, Abdelhafid Zeroual, Mohamad Mazen Hittawe, Ying Sun

J. Biomed. Informatics, 2021

A deep attention-driven model to forecast solar irradiance.

Abdelkader Dairi, Fouzi Harrou, Ying Sun

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

2019

Monitoring Influent Conditions of Wastewater Treatment Plants by Nonlinear Data-Based Techniques.

Tuoyuan Cheng, Abdelkader Dairi, Fouzi Harrou, Ying Sun, Torove Leiknes

IEEE Access, 2019

2018

Unsupervised obstacle detection in driving environments using deep-learning-based stereovision.

Abdelkader Dairi, Fouzi Harrou, Senouci Mohamed, Ying Sun

Robotics Auton. Syst., 2018

Wastewater treatment plant monitoring via a deep learning approach.

Fouzi Harrou, Abdelkader Dairi, Ying Sun, Senouci Mohamed

Proceedings of the IEEE International Conference on Industrial Technology, 2018