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Abdelkader Dairi
Abdelkader Dairi
UniversitÚ des sciences et de la technologie d'Oran - Mohamed-Boudiaf
Verified email at univ-usto.dz
Title
Cited by
Cited by
Year
Deep learning methods for forecasting COVID-19 time-Series data: A Comparative study
A Zeroual, F Harrou, A Dairi, Y Sun
Chaos, Solitons & Fractals 140, 110121, 2020
2982020
An unsupervised monitoring procedure for detecting anomalies in photovoltaic systems using a one-class Support Vector Machine
F Harrou, A Dairi, B Taghezouit, Y Sun
Solar Energy 179, 48-58, 2019
832019
Unsupervised obstacle detection in driving environments using deep-learning-based stereovision
A Dairi, F Harrou, M Senouci, Y Sun
Robotics and Autonomous Systems 100, 287-301, 2018
692018
Obstacle Detection for Intelligent Transportation Systems Using Deep Stacked Autoencoder and k-Nearest Neighbor Scheme
A Dairi, F Harrou, Y Sun, M Senouci
IEEE Sensors Journal, 2018
632018
Comparative study of machine learning methods for COVID-19 transmission forecasting
A Dairi, F Harrou, A Zeroual, MM Hittawe, Y Sun
Journal of Biomedical Informatics 118, 103791, 2021
512021
Statistical monitoring of a wastewater treatment plant: A case study
F Harrou, A Dairi, Y Sun, M Senouci
Journal of environmental management 223, 807-814, 2018
492018
Deep learning approach for sustainable WWTP operation: A case study on data-driven influent conditions monitoring
A Dairi, T Cheng, F Harrou, Y Sun, TO Leiknes
Sustainable Cities and Society 50, 101670, 2019
342019
Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches: Theory and Practical Applications
F Harrou, Y Sun, AS Hering, M Madakyaru, A Dairi
Elsevier, 2020
312020
Short-term forecasting of photovoltaic solar power production using variational auto-encoder driven deep learning approach
A Dairi, F Harrou, Y Sun, S Khadraoui
Applied Sciences 10 (23), 8400, 2020
302020
Detecting abnormal ozone measurements with a deep learning-based strategy
FK Fouzi Harrou , Abdelkader Dairi , Ying Sun
IEEE Sensors Journal, 2018
292018
Forecasting emergency department overcrowding: A deep learning framework
F Harrou, A Dairi, F Kadri, Y Sun
Chaos, Solitons & Fractals 139, 110247, 2020
212020
Monitoring influent conditions of wastewater treatment plants by nonlinear data-based techniques
T Cheng, A Dairi, F Harrou, Y Sun, T Leiknes
IEEE Access 7, 108827-108837, 2019
212019
Integrated multiple directed attention-based deep learning for improved air pollution forecasting
A Dairi, F Harrou, S Khadraoui, Y Sun
IEEE Transactions on Instrumentation and Measurement 70, 1-15, 2021
182021
Desertification detection using an improved variational autoencoder-based approach through ETM-landsat satellite data
Y Zerrouki, F Harrou, N Zerrouki, A Dairi, Y Sun
IEEE Journal of Selected Topics in Applied Earth Observations and Remoteá…, 2020
102020
Deep generative learning-based 1-svm detectors for unsupervised covid-19 infection detection using blood tests
A Dairi, F Harrou, Y Sun
IEEE Transactions on Instrumentation and Measurement 71, 1-11, 2021
62021
Unsupervised deep learning-based process monitoring methods
F Harrou, Y Sun, AS Hering, M Madakyaru, A Dairi
Elsevier BV, 2021
62021
Building Roof Superstructures Classification from Imbalanced and Low Density Airborne LiDAR Point Cloud
BE Aissou, AB Aissa, A Dairi, F Harrou, A Wichmann, M Kada
IEEE Sensors Journal 21 (13), 14960-14976, 2021
42021
Unsupervised recurrent deep learning scheme for process monitoring
F Harrou, Y Sun, AS Hering, M Madakyaru, A Dairi
Elsevier BV, 2021
42021
Wastewater treatment plant monitoring via a deep learning approach
F Harrou, A Dairi, Y Sun, M Senouci
2018 IEEE International Conference on Industrial Technology (ICIT), 1544 - 1548, 2018
42018
Reliable detection of abnormal ozone measurements using an air quality sensors network
F Harrou, A Dairi, Y Sun, M Senouci
2018 IEEE International Conference on Environmental Engineering (EE), 1-5, 2018
42018
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