Research & Publications
Research Output
Publications
Research spanning artificial intelligence, Internet of Things, machine learning, computer vision, natural language processing, and cybersecurity. Published in international journals and conference proceedings.
2023
2022
- Machine Learning Applications in Supply Chain Management: A Deep Learning Model Using an Optimized LSTM Network for Demand Forecasting
- A Novel LSTM-GRU-Based Hybrid Approach for Electrical Products Demand Forecasting
- Smart irrigation system based on IoT and machine learning
- Overcome medical image data scarcity by data augmentation techniques: A review
- Determine the Level of Concentration of Students in Real Time from their Facial Expressions
- Extract Concept using Subtitles in MOOC
- Machine Learning techniques for Supply Chain Management: A Systematic Literature Review
- Rt-rct: An online tool for real-time retrieval of connected things
- Morph-syntactic analysis of Arabic words by deterministic finite automaton (DFA)
2021
- Machine Learning Algorithms for Breast Cancer Prediction and Diagnosis
- Breast Cancer Prediction and Diagnosis through a New Approach based on Majority Voting Ensemble Classifier
- Impact of IoT devices in E-Health: A Review on IoT in the context of COVID-19 and its variants
- A survey of distance learning in Morocco during COVID-19
- Exploring applications of Machine Learning for supply chain management
- A Brief Survey on Internet of Things (IoT)
- IOT Search Engines: Study of Data Collection Methods
- RT-RCT: an online tool for real-time retrieval of connected things
2020
2019
- Internet of things search engines: Toward a general architecture
- Internet of Things: Statistical Study on Research Evolution
- A Comparative Study on the Different Attacks IOT: The Perception Layer
- How Emotion Recognition Can Improve Student Performance and Learning Approaches