Advanced Phishing Filter Using Autoencoder and Denoising Autoencoder. - Samira Douzi; Meryem Amar; Bouabid El Ouahidi (BDIOT, 2017)

Towards A new Spam Filter Based on PV-DM (Paragraph Vector-Distributed Memory Approach). - Samira Douzi; Meryem Amar; Bouabid El Ouahidi; Hicham Laanaya (FNC/MobiSPC, 2017)

A novel approach in detecting intrusions using NSLKDD database and MapReduce programming. - Meryem Amar; Samira Douzi; Bouabid El Ouahidi; Mouad Lemoudden (FNC/MobiSPC, 2017)

Using Genetic Algorithm to Improve Classification of Imbalanced Datasets for Credit Card Fraud Detection. - Ibtissam Benchaji; Samira Douzi; Bouabid El Ouahidi (CSNet, 2018)

Hybrid Approach for Intrusion Detection Using Fuzzy Association Rules. - Samira Douzi; Ibtissam Benchaji; Bouabid El Ouahidi (CSNet, 2018)

Air-pollution prediction in smart city, deep learning approach. - Abdellatif Bekkar; Badr Hssina; Samira Douzi; Khadija Douzi (J. Big Data, 2021)

Enhanced credit card fraud detection based on attention mechanism and LSTM deep model. - Ibtissam Benchaji; Samira Douzi; Bouabid El Ouahidi; Jaafar Jaafari (J. Big Data, 2021)

Towards more efficient CNN-based surgical tools classification using transfer learning. - Jaafar Jaafari; Samira Douzi; Khadija Douzi; Badr Hssina (J. Big Data, 2021)

Intrusion detection systems using long short-term memory (LSTM). - FatimaEzzahra Laghrissi; Samira Douzi; Khadija Douzi; Badr Hssina (J. Big Data, 2021)

IDS-attention: an efficient algorithm for intrusion detection systems using attention mechanism. - FatimaEzzahra Laghrissi; Samira Douzi; Khadija Douzi; Badr Hssina (J. Big Data, 2021)

Machine learning-based identification of patients with a cardiovascular defect. - Nabaouia Louridi; Samira Douzi; Bouabid El Ouahidi (J. Big Data, 2021)

Towards an Efficient Recommender Systems in Smart Agriculture: A deep reinforcement learning approach. - Mohamed Bouni; Badr Hssina; Khadija Douzi; Samira Douzi (FNC/MobiSPC/SEIT, 2022)

The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy. - Jaafar Jaafari; Samira Douzi; Khadija Douzi; Badr Hssina (J. Big Data, 2022)

Machine learning approaches in Covid-19 severity risk prediction in Morocco. - Mariam Laatifi; Samira Douzi; Abdelaziz Bouklouz; Hind Ezzine; Jaafar Jaafari; Younes Zaid; Bouabid El Ouahidi; Mariam Naciri (J. Big Data, 2022)

Transformer-Based Model for Multi-Horizon Forecasting Ozone in Marrakech city, Morocco. - Abdellatif Bekkar; Badr Hssina; Samira Douzi; Khadija Douzi (SITA, 2023)

Impact of Pretrained Deep Neural Networks for Tomato Leaf Disease Prediction. - Mohamed Bouni; Badr Hssina; Khadija Douzi; Samira Douzi (J. Electr. Comput. Eng., 2023)

Forecasting financial market dynamics: an in-depth analysis of social media data for predicting price movements in the next day. - Mariame Tarsi; Samira Douzi; Abdelaziz Marzak (Soc. Netw. Anal. Min., 2024)