Abdelkader Dairi

发表

Detecting Abnormal Ozone Measurements With a Deep Learning-Based Strategy

Farid Kadri, Fouzi Harrou, Abdelkader Dairi, 2018, IEEE Sensors Journal.

Forecasting of Bicycle and Pedestrian Traffic Using Flexible and Efficient Hybrid Deep Learning Approach

Ying Sun, F. Harrou, Abdelkader Dairi, 2022, Applied Sciences.

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

F. Harrou, Ying Sun, Abdelkader Dairi, 2022, Concurr. Comput. Pract. Exp..

Efficient Deep Learning-driven Approach for PM2.5 Forecasting at Different Locations in Spain

F. Harrou, Ying Sun, Abdelkader Dairi, 2021, 2021 IEEE 3rd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS).

Deep learning methods for forecasting COVID-19 time-Series data: A Comparative study

Ying Sun, Fouzi Harrou, Abdelkader Dairi, 2020, Chaos, Solitons & Fractals.

Unsupervised deep learning-based process monitoring methods

Fouzi Harrou, Ying Sun, Amanda S. Hering, 2021 .

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

Ying Sun, F. Kadri, F. Harrou, 2022, Journal of Ambient Intelligence and Humanized Computing.

Unsupervised recurrent deep learning scheme for process monitoring

Fouzi Harrou, Ying Sun, Amanda S. Hering, 2021 .

EEG-Based Mental Tasks Recognition via a Deep Learning-Driven Anomaly Detector

Ying Sun, F. Harrou, Abdelkader Dairi, 2022, Diagnostics.

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

Ying Sun, F. Harrou, Abdelkader Dairi, 2022, IEEE Access.

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

Nabil Zerrouki, Fouzi Harrou, Ying Sun, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Short-Term Forecasting of Photovoltaic Solar Power Production Using Variational Auto-Encoder Driven Deep Learning Approach

Sofiane Khadraoui, Fouzi Harrou, Ying Sun, 2020 .

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

Sofiane Khadraoui, Fouzi Harrou, Abdelkader Dairi, 2021, IEEE Transactions on Instrumentation and Measurement.

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

Mohamad Mazen Hittawe, F. Harrou, Ying Sun, 2021, Journal of Biomedical Informatics.

Obstacle Detection for Intelligent Transportation Systems Using Deep Stacked Autoencoder and $k$ -Nearest Neighbor Scheme

Fouzi Harrou, Ying Sun, Abdelkader Dairi, 2018, IEEE Sensors Journal.

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

Fouzi Harrou, Ying Sun, Abdelkader Dairi, 2018, Robotics Auton. Syst..

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

F. Harrou, Ying Sun, Abdelkader Dairi, 2022, IEEE Transactions on Instrumentation and Measurement.

An unsupervised monitoring procedure for detecting anomalies in photovoltaic systems using a one-class Support Vector Machine

Ying Sun, Fouzi Harrou, Bilal Taghezouit, 2019, Solar Energy.

Deep learning approach for sustainable WWTP operation: A case study on data-driven influent conditions monitoring

Fouzi Harrou, Tuoyuan Cheng, TorOve Leiknes, 2019, Sustainable Cities and Society.

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches

Fouzi Harrou, Amanda S. Hering, Muddu Madakyaru, 2021 .

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

F. Harrou, Ying Sun, Abdelkader Dairi, 2021, Concurr. Comput. Pract. Exp..

Semi-Supervised KPCA-Based Monitoring Techniques for Detecting COVID-19 Infection through Blood Tests

Ying Sun, F. Kadri, F. Harrou, 2023, Diagnostics.

Statistical monitoring of a wastewater treatment plant: A case study.

Fouzi Harrou, Ying Sun, Abdelkader Dairi, 2018, Journal of environmental management.

Nonlinear latent variable regression methods

Fouzi Harrou, Ying Sun, Amanda S. Hering, 2021 .

Case studies

A. Hering, F. Harrou, Ying Sun, 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches.

Forecasting emergency department overcrowding: A deep learning framework

Farid Kadri, Fouzi Harrou, Ying Sun, 2020, Chaos, Solitons & Fractals.

Fault isolation

A. Hering, F. Harrou, Ying Sun, 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches.

E-Learning Readiness Assessment Using Machine Learning Methods

Ying Sun, F. Harrou, Abdelkader Dairi, 2023, Sustainability.

Reliable detection of abnormal ozone measurements using an air quality sensors network

F. Harrou, Ying Sun, Abdelkader Dairi, 2018, 2018 IEEE International Conference on Environmental Engineering (EE).

A Deep Recurrent Neural Network Framework for Swarm Motion Speed Prediction

Ying Sun, F. Harrou, Abdelkader Dairi, 2023, Journal of Electrical Engineering & Technology.

Linear latent variable regression (LVR)-based process monitoring

A. Hering, F. Harrou, Ying Sun, 2021 .

Effective forecasting of key features in hospital emergency department: Hybrid deep learning-driven methods

F. Kadri, F. Harrou, Ying Sun, 2021, Machine Learning with Applications.

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

Benamar Bouyeddou, F. Harrou, Ying Sun, 2022, 2022 7th International Conference on Frontiers of Signal Processing (ICFSP).

Conclusion and further research directions

Fouzi Harrou, Ying Sun, Amanda S. Hering, 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches.

Introduction

A. Hering, F. Harrou, Ying Sun, 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches.

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

Ying Sun, F. Harrou, Abdelkader Dairi, 2022, 2022 Seventh International Conference on Fog and Mobile Edge Computing (FMEC).

Building Roof Superstructures Classification From Imbalanced and Low Density Airborne LiDAR Point Cloud

Fouzi Harrou, Abdelkader Dairi, Martin Kada, 2021, IEEE Sensors Journal.

A deep attention-driven model to forecast solar irradiance

Fouzi Harrou, Abdelkader Dairi, Ying Sun, 2021, 2021 IEEE 19th International Conference on Industrial Informatics (INDIN).

Stacked deep learning approach for efficient SARS-CoV-2 detection in blood samples.

F. Harrou, Ying Sun, Abdelkader Dairi, 2024, Artificial intelligence in medicine.

Automatic fault detection in grid-connected photovoltaic systems via variational autoencoder-based monitoring

F. Harrou, Ying Sun, B. Taghezouit, 2024, Energy Conversion and Management.

Enhancing Wind Power Prediction with Self-Attentive Variational Autoencoders: A Comparative Study

F. Harrou, Ying Sun, Abdelkader Dairi, 2024, Results in Engineering.

Wastewater treatment plant monitoring via a deep learning approach

Ying Sun, Fouzi Harrou, Abdelkader Dairi, 2018, 2018 IEEE International Conference on Industrial Technology (ICIT).