Samira Douzi

17 papers Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Forecasting financial market dynamics: an in-depth analysis of social media data for predicting price movements in the next day.
Soc. Netw. Anal. Min.
Mariame Tarsi, Samira Douzi, Abdelaziz Marzak
2023 J jnl
Impact of Pretrained Deep Neural Networks for Tomato Leaf Disease Prediction.
J. Electr. Comput. Eng.
Mohamed Bouni, Badr Hssina, Khadija Douzi, Samira Douzi
2023 — conf
Transformer-Based Model for Multi-Horizon Forecasting Ozone in Marrakech city, Morocco.
SITA
Abdellatif Bekkar, Badr Hssina, Samira Douzi, Khadija Douzi
2022 J jnl
Machine learning approaches in Covid-19 severity risk prediction in Morocco.
J. Big Data
Mariam Laatifi, Samira Douzi, Abdelaziz Bouklouz, Hind Ezzine, Jaafar Jaafari, Younes Zaid, Bouabid El Ouahidi, Mariam Naciri
2022 J jnl
The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy.
J. Big Data
Jaafar Jaafari, Samira Douzi, Khadija Douzi, Badr Hssina
2022 — conf
Towards an Efficient Recommender Systems in Smart Agriculture: A deep reinforcement learning approach.
FNC/MobiSPC/SEIT
Mohamed Bouni, Badr Hssina, Khadija Douzi, Samira Douzi
2021 J jnl
Air-pollution prediction in smart city, deep learning approach.
J. Big Data
Abdellatif Bekkar, Badr Hssina, Samira Douzi, Khadija Douzi
2021 J jnl
Enhanced credit card fraud detection based on attention mechanism and LSTM deep model.
J. Big Data
Ibtissam Benchaji, Samira Douzi, Bouabid El Ouahidi, Jaafar Jaafari
2021 J jnl
IDS-attention: an efficient algorithm for intrusion detection systems using attention mechanism.
J. Big Data
FatimaEzzahra Laghrissi, Samira Douzi, Khadija Douzi, Badr Hssina
2021 J jnl
Intrusion detection systems using long short-term memory (LSTM).
J. Big Data
FatimaEzzahra Laghrissi, Samira Douzi, Khadija Douzi, Badr Hssina
2021 J jnl
Machine learning-based identification of patients with a cardiovascular defect.
J. Big Data
Nabaouia Louridi, Samira Douzi, Bouabid El Ouahidi
2021 J jnl
Towards more efficient CNN-based surgical tools classification using transfer learning.
J. Big Data
Jaafar Jaafari, Samira Douzi, Khadija Douzi, Badr Hssina
2018 — conf
Hybrid Approach for Intrusion Detection Using Fuzzy Association Rules.
CSNet
Samira Douzi, Ibtissam Benchaji, Bouabid El Ouahidi
2018 — conf
Using Genetic Algorithm to Improve Classification of Imbalanced Datasets for Credit Card Fraud Detection.
CSNet
Ibtissam Benchaji, Samira Douzi, Bouabid El Ouahidi
2017 — conf
A novel approach in detecting intrusions using NSLKDD database and MapReduce programming.
FNC/MobiSPC
Meryem Amar, Samira Douzi, Bouabid El Ouahidi, Mouad Lemoudden
2017 — conf
Advanced Phishing Filter Using Autoencoder and Denoising Autoencoder.
BDIOT
Samira Douzi, Meryem Amar, Bouabid El Ouahidi
2017 — conf
Towards A new Spam Filter Based on PV-DM (Paragraph Vector-Distributed Memory Approach).
FNC/MobiSPC
Samira Douzi, Meryem Amar, Bouabid El Ouahidi, Hicham Laanaya