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Ismail Lamaakal

mohammed premier university

10H-index
52Paper Count
281Citation Count
Published Papers 18
Publication Date
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HAR-SemCom: Verifiable Semantic Communications for HAR with Task-Fidelity Guarantees and Few-Shot Personalization at the IoT Edge
errInternet of Things
IF7.6
err2026-08-27
err0
PREAI
errIsmail Lamaakal; Chaymae Yahyati; Yassine Maleh; Khalid El Makkaoui; Ibrahim Ouahbi
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errSave
A hybrid intrusion detection framework integrating multi-layer perceptron, SMOTE, and non-IID federated learning with explainable AI
errScientific Reports
IF3.9
err2026-08-07
err0
errOAAI
errJallal-Eddine Moussaoui; Mehdi Kmiti; Ismail Lamaakal; Yassine Maleh; Khalid El Gholami
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errSave
Uncertainty-Aware Continual TinyML Driver Fatigue Detection with Kolmogorov–Arnold Networks at the IoT Edge
errApplied System Innovation
IF3.7
err2026-07-09
err0
errOAAI
errChaymae Yahyati; Ismail Lamaakal; Yassine Maleh; Khalid El Makkaoui; Ibrahim Ouahbi
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errSave
Micro-Attention CNN Hybrid Architecture for Real-Time Stress Detection Using Minimalistic Bio-Signals
errTechnologies
IF3.6
err2026-05-13
err0
errOAAI
errChaymae Yahyati; Ismail Lamaakal; Yassine Maleh; Khalid El Makkaoui; Ibrahim Ouahbi
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errSave
A Tiny Vision-Based Model for Real-Time Student Attention Detection in Online Classes
errMachine Learning and Knowledge Extraction
IF6
err2026-04-28
err0
errOAAI
errChaymae Yahyati; Ismail Lamaakal; Yassine Maleh; Khalid El Makkaoui; Ibrahim Ouahbi
errShare
errSave
Explainable Kolmogorov–Arnold Networks for Zero-Shot Human Activity Recognition on TinyML Edge Devices
errMachine Learning and Knowledge Extraction
IF6
err2026-02-26
err0
errOAAI
errIsmail Lamaakal; Chaymae Yahyati; Yassine Maleh; Khalid El Makkaoui; Ibrahim Ouahbi
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errSave
TinyHAR-UQ: Battery-Aware, Uncertainty-Controlled TinyML for Wearable Activity Recognition on IoT Edge Devices
errInternet of Things
IF7.6
err2026-02-06
err0
PREAI
errIsmail Lamaakal; Chaymae Yahyati; Yassine Maleh; Khalid El Makkaoui; Ibrahim Ouahbi
errShare
errSave
An explainable hybrid CNN–transformer model for sign language recognition on edge devices using adaptive fusion and knowledge distillation
errScientific Reports
IF3.9
err2026-02-03
err0
errOAAI
errIsmail Lamaakal; Chaymae Yahyati; Yassine Maleh; Khalid El Makkaoui; Ibrahim Ouahbi
errShare
errSave
A Comprehensive Survey of TinyML-Based Biometric Recognition for IoT Edge Devices
errIEEE Internet of Things Journal
IF8.9
err2026-01-22
err0
PREAI
errSiham Essahraui; Ismail Lamaakal
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errSave
A Novel FastKAN With Few-Shot Learning for Real-Time Driver Distraction Detection on TinyML Microcontrollers
errIEEE Access
IF3.6
err2026-01-21
err0
errOAAI
errChaymae Yahyati; Ismail Lamaakal; Yassine Maleh; Khalid El Makkaoui; Ibrahim Ouahbi
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errSave
FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment (vol 20, e0332577, 2025)
errPLoS One
IF2.6
err2026-01-06
err0
errOAAI
errEssahraui, Siham; Lamaakal, Ismail; Maleh, Yassine; El Makkaoui, Khalid; Bouami, Mouncef Filali; Ouahbi, Ibrahim; Elmannai, Hela; Abd El-Latif, Ahmed A.
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errSave
An Explainable Tiny-Fast Kolmogorov–Arnold Network for Gesture-Based Air Handwriting Recognition of Tifinagh Letters in Resource-Constrained IoT Device
errIEEE Internet of Things Journal
IF8.9
err2025-12-12
err0
PREAI
errIsmail Lamaakal; Chaymae Yahyati; Yassine Maleh; Khalid El Makkaoui; Ibrahim Ouahbi; Dusit Niyato
errShare
errSave
FastKAN-DDD: A novel fast Kolmogorov-Arnold network-based approach for driver drowsiness detection optimized for TinyML deployment
errPLOS ONE
IF2.6
err2025-11-05
err2
PREAI
errEssahraui, Siham; Lamaakal, Ismail; Maleh, Yassine; El Makkaoui, Khalid; Bouami, Mouncef Filali; Ouahbi, Ibrahim; Elmannai, Hela; Abd El-Latif, Ahmed A.
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Tiny Language Models for Automation and Control: Overview, Potential Applications, and Future Research Directions
errSENSORS
IF3.5
err2025-02-21
err0
errOAAI
errLamaakal, Ismail; Maleh, Yassine; El Makkaoui, Khalid; Ouahbi, Ibrahim; Plawiak, Pawel; Alfarraj, Osama; Almousa, May; El-Latif, Ahmed A. Abd
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errSave
Real-Time Driver Drowsiness Detection Using Facial Analysis and Machine Learning Techniques
errSENSORS
IF3.5
err2025-01-29
err0
errOAAI
errEssahraui, Siham; Lamaakal, Ismail; El Hamly, Ikhlas; Maleh, Yassine; Ouahbi, Ibrahim; El Makkaoui, Khalid; Filali Bouami, Mouncef; Plawiak, Pawel; Alfarraj, Osama; Abd El-Latif, Ahmed A.
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errSave
BlockMEDC: Blockchain Smart Contracts System for Securing Moroccan Higher Education Digital Certificates
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errFartitchou, Mohamed; Lamaakal, Ismail; El Makkaoui, Khalid; El Allali, Zakaria; Maleh, Yassine
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errSave
IOTASDN: IOTA 2.0 Smart Contracts for Securing Software-Defined Networking Ecosystem
errSENSORS
IF3.5
err2024-09-02
err2
errOAAI
errFartitchou, Mohamed; Lamaakal, Ismail; Maleh, Yassine; El Makkaoui, Khalid; El Allali, Zakaria; Plawiak, Pawel; Alblehai, Fahad; El-Latif, Ahmed A. Abd
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errSave
A TinyDL Model for Gesture-Based Air Handwriting Arabic Numbers and Simple Arabic Letters Recognition
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errLamaakal, Ismail; Ouahbi, Ibrahim; El Makkaoui, Khalid; Maleh, Yassine; Plawiak, Pawel; Alblehai, Fahad
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dusit Niyato
H-index: 134 · Papers: 2.8K
A
Ahmed A. Abd El‐Latif
H-index: 66 · Papers: 423
P
Paweł Pławiak
H-index: 40 · Papers: 158
O
Osama Alfarraj
H-index: 38 · Papers: 226
H
Hela Elmannai
H-index: 27 · Papers: 137
View more