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Samira Douzi
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Journal Articles
- 2023
- [j9]Mohamed Bouni
, Badr Hssina, Khadija Douzi, Samira Douzi:
Impact of Pretrained Deep Neural Networks for Tomato Leaf Disease Prediction. J. Electr. Comput. Eng. 2023: 5051005:1-5051005:11 (2023) - 2022
- [j8]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): 5 (2022) - [j7]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): 49 (2022) - 2021
- [j6]FatimaEzzahra Laghrissi
, Samira Douzi
, Khadija Douzi, Badr Hssina:
Intrusion detection systems using long short-term memory (LSTM). J. Big Data 8(1): 65 (2021) - [j5]Jaafar Jaafari
, Samira Douzi
, Khadija Douzi, Badr Hssina:
Towards more efficient CNN-based surgical tools classification using transfer learning. J. Big Data 8(1): 115 (2021) - [j4]Nabaouia Louridi
, Samira Douzi
, Bouabid El Ouahidi
:
Machine learning-based identification of patients with a cardiovascular defect. J. Big Data 8(1): 133 (2021) - [j3]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): 149 (2021) - [j2]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): 151 (2021) - [j1]Abdellatif Bekkar
, Badr Hssina, Samira Douzi
, Khadija Douzi:
Air-pollution prediction in smart city, deep learning approach. J. Big Data 8(1): 161 (2021)
Conference and Workshop Papers
- 2023
- [c7]Abdellatif Bekkar
, Badr Hssina, Samira Douzi, Khadija Douzi:
Transformer-Based Model for Multi-Horizon Forecasting Ozone in Marrakech city, Morocco. SITA 2023: 1-8 - 2022
- [c6]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: 825-830 - 2018
- [c5]Ibtissam Benchaji, Samira Douzi
, Bouabid El Ouahidi
:
Using Genetic Algorithm to Improve Classification of Imbalanced Datasets for Credit Card Fraud Detection. CSNet 2018: 1-5 - [c4]Samira Douzi
, Ibtissam Benchaji, Bouabid El Ouahidi:
Hybrid Approach for Intrusion Detection Using Fuzzy Association Rules. CSNet 2018: 1-3 - 2017
- [c3]Samira Douzi
, Meryem Amar, Bouabid El Ouahidi
:
Advanced Phishing Filter Using Autoencoder and Denoising Autoencoder. BDIOT 2017: 125-129 - [c2]Meryem Amar, Samira Douzi
, Bouabid El Ouahidi
, Mouad Lemoudden
:
A novel approach in detecting intrusions using NSLKDD database and MapReduce programming. FNC/MobiSPC 2017: 230-235 - [c1]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: 486-491
Coauthor Index
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