الرئيسية › دليل الباحثين › Samira Douzi
Samira Douzi
الانتماء : Mohammed V University
- 57منشورات (انتماء مغربي)
- 65مجموع المنشورات
- 1636الاستشهادات
- 17مؤشر h
الملف البحثي
لدى Samira Douzi 57 منشور(ات) مفهرسة (2017–2026). تُنشر أعماله أساسًا في «Lecture notes in networks and systems»، «Journal Of Big Data» و«Scientific Reports». أكثر مقالاته استشهادًا هو «Intrusion detection systems using long short-term memory (LSTM)» (2021)، وقد استُشهد به 309 مرة. 30 من هذه المنشورات تعود إلى آخر ثلاث سنوات من النشاط. شارك في تأليف أعماله 12 باحثًا على الأقل.
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إنشاء ملفي المجاني إضافة منشوراتيمجالات البحث
- Network Security and Intrusion Detection
- Smart Agriculture and AI
- Network Packet Processing and Optimization
- Advanced Neural Network Applications
- Artificial Intelligence in Healthcare
المنشورات (57)
- Lightweight deep learning model with spatial attention for accurate and efficient breast cancer prediction
- Using Sentiment Analysis Extracted Features to Predict Stock Price
- Utilizing Transformer Models for Smartphone-Based Skin Cancer Detection
- Utilizing Advanced Transformer Neural Networks for Precise Identification of Adulteration in Honey via Thermal Image Analysis
- Improving the Security of Smart Contracts: Combining Graph and Machine Learning Models
- Robust multiclass diabetic retinopathy classification via hybrid graph attention and convolutional ensemble learning
- Multi-class ECG Signal Classification Using Deep Learning
- Integrating Marker-Controlled Watershed Transformation and Class Balanced Deep Learning for Robust Diabetic Retinopathy Screening
- OmniSEG: A Multi-Model Ensemble Framework for Retinal Layer Segmentation in OCT Images
- Breast Cancer Classification from Infrared Thermograms Using MobileViT and Transfer Learning
- Enhancing cybersecurity: A high-performance intrusion detection approach through boosting minority class recognition
- AI-driven skin cancer detection from smartphone images: A hybrid model using ViT, adaptive thresholding, black-hat transformation, and XGBoost
- Leveraging RegNet and CBAM for precise detection of honey adulteration using thermal image analysis
- Analyzing Film Reviews to Unearth Fluctuations in Netflix Stock Closing Prices
- Hybrid Graph-Convolutional Architectures for Diabetic Retinopathy Screening: The SCG-ARMA-EfficientNet Framework
- Multi-label ECG classification using a reduced-lead configuration
- Contour-Attentive DenseNet for for Diabetic Retinopathy Retinal Imaging classification
- Integrated Iot Approaches for Crop Recommendation and Yield-Prediction Using Machine-Learning
- Interpretable Machine Learning Techniques for an Advanced Crop Recommendation Model
- A robust intrusion detection system based on a shallow learning model and feature extraction techniques
- Synergistic use of handcrafted and deep learning features for tomato leaf disease classification
- Real-time AIoT platform for monitoring and prediction of air quality in Southwestern Morocco
- Forecasting financial market dynamics: an in-depth analysis of social media data for predicting price movements in the next day
- A Deep Learning Model for Intrusion Detection with Imbalanced Dataset
- Intrusion Detection System, a New Approach to R2L and U2R Attack Classification
- Detection of Common Risk Factors Leading to the Cardiovascular Illness Using Machine Learning
- VAE-CNN for Coronary Artery Disease Prediction
- Machine Learning Approaches for Automated Diagnosis of Cardiovascular Diseases: A Review of Electrocardiogram Data Applications
- Forecasting Ozone Levels in Morocco
- Advancing Precision Agriculture: Machine Learning-Based Crop Recommendation for Optimal Yield
- Explanatory predictive model for COVID-19 severity risk employing machine learning, shapley addition, and LIME
- Impact of Pretrained Deep Neural Networks for Tomato Leaf Disease Prediction
- Predicting stock price using LSTM and Social Media dataset
- Transformer-Based Model for Multi-Horizon Forecasting Ozone in Marrakech city, Morocco
- Explainable machine learning for coronary artery disease risk assessment and prevention
- Machine learning approaches in Covid-19 severity risk prediction in Morocco
- Towards an Efficient Recommender Systems in Smart Agriculture: A deep reinforcement learning approach
- The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy
- Air Quality Forecasting using decision trees algorithms
- Comparative Study Between Different Recommendation Systems in Smart Agriculture
- Spatiotemporal Prediction of $$PM_{2.5}$$ Concentrations Based on IoT Sensors
- Deep Learning Identifies Tomato Leaf Disease by Comparing Four Architectures Using Two Types of Optimizers
- Intrusion detection systems using long short-term memory (LSTM)
- Air-pollution prediction in smart city, deep learning approach
- Enhanced credit card fraud detection based on attention mechanism and LSTM deep model
- Machine learning-based identification of patients with a cardiovascular defect
- IDS-attention: an efficient algorithm for intrusion detection systems using attention mechanism
- Towards more efficient CNN-based surgical tools classification using transfer learning
- Using Genetic Algorithm to Improve Classification of Imbalanced Datasets for Credit Card Fraud Detection
- NOVEL LEARNING STRATEGY BASED ON GENETIC PROGRAMMING FOR CREDIT CARD FRAUD DETECTION IN BIG DATA
- Using Genetic Algorithm to Improve Classification of Imbalanced Datasets for Credit Card Fraud Detection
- Enhancing Cloud Security using advanced MapReduce k-means on log files
- Hybrid Approach for Intrusion Detection Using Fuzzy Association Rules
- Hybrid Approach for Intrusion Detection Using Fuzzy Association Rules Plus Anomaly and Misuse Detection
- Advanced Phishing Filter Using Autoencoder and Denoising Autoencoder
- A novel approach in detecting intrusions using NSLKDD database and MapReduce programming
- Towards A new Spam Filter Based on PV-DM (Paragraph Vector-Distributed Memory Approach)
مجلات النشر
- Lecture notes in networks and systems × 8
- Journal Of Big Data × 8
- Scientific Reports × 4
- Communications in computer and information science × 4
- PLoS ONE × 4
- Procedia Computer Science × 3
المنشورات حسب السنة
- 202610
- 20257
- 202413
- 20235
- 20227
- 20216
- 20192
- 20184
- 20173
التعاون العلمي
المؤسسات الشريكة : University of Hassan II Casablanca · Université Hassan II Mohammedia · Université Ibn Zohr · Université Moulay Ismail de Meknes · Université Internationale Abulcasis des Sciences de la Santé
المؤلفون المشاركون
- Khadija Douzi
- Bouabid El Ouahidi
- Badr Hssina
- Mohamed Bouni
- Ibtissam Benchaji
- Abdellatif Bekkar
- Nabaouia Louridi
- Bahia Ouazzani Chahdi
- Assma Ihiya
- Bouabid El Ouahidi
- Jaafar Jaafari
- Chadia El Asry
البيانات البيبليوغرافية مصدرها OpenAlex (قاعدة مفتوحة).
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