Samira Douzi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Imbalanced Datasets

Fuzzy Association Rules

Top Venues

Soc. Netw. Anal. Min.

Publications

Mariame Tarsi, Samira Douzi, Abdelaziz Marzak
Forecasting financial market dynamics: an in-depth analysis of social media data for predicting price movements in the next day. Soc. Netw. Anal. Min. 14 (1) (2024)
Mohamed Bouni, Badr Hssina, Khadija Douzi, Samira Douzi
Impact of Pretrained Deep Neural Networks for Tomato Leaf Disease Prediction. J. Electr. Comput. Eng. 2023 (2023)
Abdellatif Bekkar, Badr Hssina, Samira Douzi, Khadija Douzi
Transformer-Based Model for Multi-Horizon Forecasting Ozone in Marrakech city, Morocco. SITA (2023)
Mohamed Bouni, Badr Hssina, Khadija Douzi, Samira Douzi
Towards an Efficient Recommender Systems in Smart Agriculture: A deep reinforcement learning approach. FNC/MobiSPC/SEIT (2022)
Jaafar Jaafari, Samira Douzi, Khadija Douzi, Badr Hssina
The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy. J. Big Data 9 (1) (2022)
Mariam Laatifi, Samira Douzi, Abdelaziz Bouklouz, Hind Ezzine, Jaafar Jaafari, Younes Zaid, Bouabid El Ouahidi, Mariam Naciri
Machine learning approaches in Covid-19 severity risk prediction in Morocco. J. Big Data 9 (1) (2022)
Nabaouia Louridi, Samira Douzi, Bouabid El Ouahidi
Machine learning-based identification of patients with a cardiovascular defect. J. Big Data 8 (1) (2021)
FatimaEzzahra Laghrissi, Samira Douzi, Khadija Douzi, Badr Hssina
IDS-attention: an efficient algorithm for intrusion detection systems using attention mechanism. J. Big Data 8 (1) (2021)
FatimaEzzahra Laghrissi, Samira Douzi, Khadija Douzi, Badr Hssina
Intrusion detection systems using long short-term memory (LSTM). J. Big Data 8 (1) (2021)
Ibtissam Benchaji, Samira Douzi, Bouabid El Ouahidi, Jaafar Jaafari
Enhanced credit card fraud detection based on attention mechanism and LSTM deep model. J. Big Data 8 (1) (2021)
Abdellatif Bekkar, Badr Hssina, Samira Douzi, Khadija Douzi
Air-pollution prediction in smart city, deep learning approach. J. Big Data 8 (1) (2021)
Jaafar Jaafari, Samira Douzi, Khadija Douzi, Badr Hssina
Towards more efficient CNN-based surgical tools classification using transfer learning. J. Big Data 8 (1) (2021)
Ibtissam Benchaji, Samira Douzi, Bouabid El Ouahidi
Using Genetic Algorithm to Improve Classification of Imbalanced Datasets for Credit Card Fraud Detection. CSNet (2018)
Samira Douzi, Ibtissam Benchaji, Bouabid El Ouahidi
Hybrid Approach for Intrusion Detection Using Fuzzy Association Rules. CSNet (2018)
Samira Douzi, Meryem Amar, Bouabid El Ouahidi, Hicham Laanaya
Towards A new Spam Filter Based on PV-DM (Paragraph Vector-Distributed Memory Approach). FNC/MobiSPC (2017)
Samira Douzi, Meryem Amar, Bouabid El Ouahidi
Advanced Phishing Filter Using Autoencoder and Denoising Autoencoder. BDIOT (2017)
Meryem Amar, Samira Douzi, Bouabid El Ouahidi, Mouad Lemoudden
A novel approach in detecting intrusions using NSLKDD database and MapReduce programming. FNC/MobiSPC (2017)