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Cardiology in Review|September 12, 2024
Machine Learning Approaches for Automated Diagnosis of Cardiovascular Diseases: A Review of Electrocardiogram Data ApplicationsAbdelhakim Elmassaoudi, Samira Douzi, Mounia AbikScientific Reports|November 5, 2024
Synergistic use of handcrafted and deep learning features for tomato leaf disease classificationMohamed Bouni, Badr Hssina, Khadija Douzi, et al.Journal of Big Data|December 27, 2021
Air-pollution prediction in smart city, deep learning approachAbdellatif Bekkar, Badr Hssina, Samira Douzi, et al.Plos One|July 28, 2025
AI-driven skin cancer detection from smartphone images: A hybrid model using ViT, adaptive thresholding, black-hat transformation, and XGBoostAdil El Mertahi, Hind Ezzine, Samira Douzi, et al.Plos One|August 22, 2024
Real-time AIoT platform for monitoring and prediction of air quality in Southwestern MoroccoAbdellatif Bekkar, Badr Hssina, Najib Abekiri, et al.Scientific Reports|October 21, 2025
Leveraging RegNet and CBAM for precise detection of honey adulteration using thermal image analysisBoulbarj Ilias, Bouklouze Abdelaziz, En-Najy Anas, et al.Plos One|January 24, 2024
A robust intrusion detection system based on a shallow learning model and feature extraction techniquesChadia E L Asry, Ibtissam Benchaji, Samira Douzi, et al.Plos One|March 28, 2025
Enhancing cybersecurity: A high-performance intrusion detection approach through boosting minority class recognitionChadia E L Asry, Ibtissam Benchaji, Samira Douzi, et al.Journal of Big Data|January 11, 2022
Machine learning approaches in Covid-19 severity risk prediction in MoroccoMariam Laatifi, Samira Douzi, Abdelaziz Bouklouz, et al.Scientific Reports|April 4, 2023
Explanatory predictive model for COVID-19 severity risk employing machine learning, shapley addition, and LIMEMariam Laatifi, Samira Douzi, Hind Ezzine, et al.Pageof 1