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Mouncef Filali Bouami

Observed name: Mouncef Filali-Bouami
ORCID: 0000-0001-5244-2589
Observed ORCID: 0000-0001-5244-2589
OpenAlex ID: A5059333976
Real-Time Driver Drowsiness Detection Using Facial Analysis and Machine Learning Techniques
2025 · Siham Essahraui, Ismail Lamaakal, et al. · Sensors · 114
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A Comprehensive Survey on Tiny Machine Learning for Human Behavior Analysis
2025 · Ismail Lamaakal, Siham Essahraui, et al. · IEEE Internet of Things Journal · 68
Human Behavior Analysis: A Comprehensive Survey on Techniques, Applications, Challenges, and Future Directions
2025 · Siham Essahraui, Ismail Lamaakal, et al. · IEEE Access · 39
Contribution of analysis and detection the risks appearing in roads using GPR method: A case study in Morocco
2020 · Gamil Alsharahi, Mouncef Filali Bouami, et al. · Ain Shams Engineering Journal · 20
Deep Learning Models for Detecting Cheating in Online Exams
2025 · Siham Essahraui, Ismail Lamaakal, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 17
An Intelligent Anti-cheating Model in Education Exams
2022 · Siham Essahraui, Mohammed Amine El Mrabet, et al. · International Conference on Advanced Communication Technologies and Networking (CommNet) · 16
Kolmogorov—Arnold Networks: Overview of Architectures and Use Cases
2025 · Siham Essahraui, Ismail Lamaakal, et al. · International Conference on Circuit, Systems and Communication (ICCSC) · 14
Arabic Language Modeling Based on Supervised Machine Learning
2022 · Omayma Mahmoudi, Mouncef Filali Bouami, et al. · Revue d intelligence artificielle · 14
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FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment
2025 · Siham Essahraui, Ismail Lamaakal, et al. · PLoS ONE · 13
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Building a speech emotion recognition system using RNN, GRU and LSTM
2025 · Abdelkader Benzirar, Mohamed Hamidi, et al. · International Journal of Speech Technology · 10
Arabic Speech Emotion Recognition Using Deep Neural Network
2023 · Omayma Mahmoudi, Mouncef Filali Bouami · Lecture notes in networks and systems · 10
Conception of speech emotion recognition methods: a review
2025 · Abdelkader Benzirar, Mohamed Hamidi, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 7
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Arabic Speech Commands Recognition with LSTM & GRU Models Using CUDA Toolkit Implementation
2023 · Omayma Mahmoudi, Mouncef Filali Bouami · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) · 6
Evaluation of QoS over IEEE 802.11 Wireless Network in the Implementation of Internet Protocols Mobility Supporting
2023 · Narimane Elhilali, Mostapha Badri, et al. · International Journal of Advanced Computer Science and Applications · 6
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A deep learning-driven fingerprint verification model for enhancing exam integrity in Moroccan higher education
2024 · Siham Essahraui, Ibrahim Ouahbi, et al. · Information Security Journal A Global Perspective · 5
RNN and LSTM Models for Arabic Speech Commands Recognition Using PyTorch and GPU
2023 · Omayma Mahmoudi, Mouncef Filali Bouami · Lecture notes in networks and systems · 5
AMSVT: audio Mel-spectrogram vision transformer for spoken Arabic digit recognition
2024 · Omayma Mahmoudi, Naoufal El Allali, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 4
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Enhancing Exam Integrity in Moroccan Higher Education: An AI-Based Fingerprint Verification Model
2024 · Siham Essahraui, Mustapha Bouyardan, et al. · International Conference on Networking, Information Systems & Security (NISS) · 4
Correction: FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment
2026 · Siham Essahraui, Ismail Lamaakal, et al. · PLoS ONE · 2
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Identifying and Predicting Student Engagement and Motivation Using Deep Learning Techniques
2026 · Siham Essahraui, Firdaous El Outmani, et al. · Advances in Science, Technology & Innovation/Advances in science, technology & innovation · 2
Speech recognition based on the transformer's multi-head attention in Arabic
2024 · Omayma Mahmoudi, Mouncef Filali-Bouami, et al. · International Journal of Speech Technology · 2
Toward adaptive security in wireless MPLS networks using SDN integration
2026 · Narimane Elhilali, Mostapha Badri, et al. · Information Security Journal A Global Perspective · 1
CNN and Vision Transformer Models for Detecting Cheating in Online Examinations: A Comparative Evaluation
2025 · Siham Essahraui, Khalid El Makkaoui, et al. · Lecture notes in networks and systems · 1
An overview of vertical handover decision algorithms
2023 · Narimane Elhilali, Mostapha Badri, et al. · AIP conference proceedings · 1
SVM on HPC Clouds: Choosing the Appropriate Classification Algorithm and Kernel Type According to the Data Set Characteristics
2020 · Mouncef Filali Bouami, Mohamed Benchat · Lecture notes in electrical engineering · 1
Works count: 36
Citation count: 383
H-index: 10
I10-index: 11
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