Samira Douzi

According to our database, Samira Douzi authored at least 17 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of six.

2024

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., December, 2024

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

Transformer-Based Model for Multi-Horizon Forecasting Ozone in Marrakech city, Morocco.

Abdellatif Bekkar, Badr Hssina, Samira Douzi, Khadija Douzi

Proceedings of the 14th International Conference on Intelligent Systems: Theories and Applications, 2023

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

The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy.

Jaafar Jaafari, Samira Douzi, Khadija Douzi, Badr Hssina

J. Big Data, 2022

Towards an Efficient Recommender Systems in Smart Agriculture: A deep reinforcement learning approach.

Mohamed Bouni, Badr Hssina, Khadija Douzi, Samira Douzi

Proceedings of the 17th International Conference on Future Networks and Communications / 19th International Conference on Mobile Systems and Pervasive Computing / 12th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2022), 2022

2021

Machine learning-based identification of patients with a cardiovascular defect.

Nabaouia Louridi, Samira Douzi, Bouabid El Ouahidi

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

Intrusion detection systems using long short-term memory (LSTM).

FatimaEzzahra Laghrissi, Samira Douzi, Khadija Douzi, Badr Hssina

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

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

Air-pollution prediction in smart city, deep learning approach.

Abdellatif Bekkar, Badr Hssina, Samira Douzi, Khadija Douzi

J. Big Data, 2021

2018

Hybrid Approach for Intrusion Detection Using Fuzzy Association Rules.

Samira Douzi, Ibtissam Benchaji, Bouabid El Ouahidi

Proceedings of the 2nd Cyber Security in Networking Conference, 2018

Using Genetic Algorithm to Improve Classification of Imbalanced Datasets for Credit Card Fraud Detection.

Ibtissam Benchaji, Samira Douzi, Bouabid El Ouahidi

Proceedings of the 2nd Cyber Security in Networking Conference, 2018

2017

A novel approach in detecting intrusions using NSLKDD database and MapReduce programming.

Meryem Amar, Samira Douzi, Bouabid El Ouahidi, Mouad Lemoudden

Proceedings of the 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017) / 12th International Conference on Future Networks and Communications (FNC 2017) / Affiliated Workshops, 2017

Towards A new Spam Filter Based on PV-DM (Paragraph Vector-Distributed Memory Approach).

Samira Douzi, Meryem Amar, Bouabid El Ouahidi, Hicham Laanaya

Proceedings of the 14th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2017) / 12th International Conference on Future Networks and Communications (FNC 2017) / Affiliated Workshops, 2017

Advanced Phishing Filter Using Autoencoder and Denoising Autoencoder.

Samira Douzi, Meryem Amar, Bouabid El Ouahidi

Proceedings of the International Conference on Big Data and Internet of Things, 2017