Ismail Lamaakal

20 papers Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comprehensive Survey of TinyML-Based Biometric Recognition for IoT Edge Devices.
IEEE Internet Things J.
Siham Essahraui, Ismail Lamaakal
2026 J jnl
A Novel FastKAN With Few-Shot Learning for Real-Time Driver Distraction Detection on TinyML Microcontrollers.
IEEE Access
Chaymae Yahyati, Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi
2026 J jnl
A Vehicular-Edge Federated, Quantized YOLOv12 System for Real-Time 3D Hand-Gestures- Based AAV Control.
IEEE Access
Ismail Lamaakal, Idris Elgarrab, Abdennour Alouach, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi, Ahmad Alanezi, Hany S. Khalifa
2026 J jnl
Drift-to-Action Controllers: Budgeted Interventions with Online Risk Certificates.
CoRR
Ismail Lamaakal, Chaymae Yahyati, Khalid El Makkaoui, Ibrahim Ouahbi, Yassine Maleh
2026 J jnl
T3C: Test-Time Tensor Compression with Consistency Guarantees.
CoRR
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi
2026 J jnl
Tiny Deep Learning Models With Hybrid Compression Techniques for Gesture-Based Air Handwriting Recognition of English Alphabets on Edge Device.
IEEE Internet Things J.
Ismail Lamaakal, Chaymae Yahyati, Zakaria Charroud, Khalid El Makkaoui, Ibrahim Ouahbi, Yassine Maleh, Samia Allaoua Chelloug, Ahmed A. Abd El-Latif, Hany S. Khalifa, Dusit Niyato
2026 J jnl
TinyHAR-UQ: Battery-aware, uncertainty-controlled tinyML for wearable activity recognition on IoT edge devices.
Internet Things
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi
2025 J jnl
A Comprehensive Survey on Tiny Machine Learning for Human Behavior Analysis.
IEEE Internet Things J.
Ismail Lamaakal, Siham Essahraui, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi, Mouncef Filali Bouami, Ahmed A. Abd El-Latif, May Almousa, Jialiang Peng, Dusit Niyato
2025 J jnl
A Systematic Review of State-of-the-Art TinyML Applications in Healthcare, Education, and Transportation.
IEEE Access
Chaymae Yahyati, Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi, May Almousa, Ahmed A. Abd El-Latif
2025 J jnl
An Explainable Tiny-Fast Kolmogorov-Arnold Network for Gesture-Based Air Handwriting Recognition of Tifinagh Letters in Resource-Constrained IoT Device.
IEEE Internet Things J.
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi, Dusit Niyato
2025 J jnl
BayesQ: Uncertainty-Guided Bayesian Quantization.
CoRR
Ismail Lamaakal, Chaymae Yahyati, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi
2025 J jnl
BlockMEDC: Blockchain Smart Contracts System for Securing Moroccan Higher Education Digital Certificates.
IEEE Access
Mohamed Fartitchou, Ismail Lamaakal, Khalid El Makkaoui, Zakaria El Allali, Yassine Maleh
2025 J jnl
Deep Learning Models for Detecting Cheating in Online Exams.
Comput. Mater. Continua
Siham Essahraui, Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Mouncef Filali Bouami, Ibrahim Ouahbi, May Almousa, Ali Abdullah S. AlQahtani, Ahmed A. Abd El-Latif
2025 J jnl
Human Behavior Analysis: A Comprehensive Survey on Techniques, Applications, Challenges, and Future Directions.
IEEE Access
Siham Essahraui, Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Mouncef Filali Bouami, Ibrahim Ouahbi, Ahmed A. Abd El-Latif, May Almousa, Joel J. P. C. Rodrigues
2025 J jnl
SNAP-UQ: Self-supervised Next-Activation Prediction for Single-Pass Uncertainty in TinyML.
CoRR
Ismail Lamaakal, Chaymae Yahyati, Khalid El Makkaoui, Ibrahim Ouahbi, Yassine Maleh
2025 J jnl
TCUQ: Single-Pass Uncertainty Quantification from Temporal Consistency with Streaming Conformal Calibration for TinyML.
CoRR
Ismail Lamaakal, Chaymae Yahyati, Khalid El Makkaoui, Ibrahim Ouahbi, Yassine Maleh
2025 — conf
Toward Neuromorphic TinyML for Efficient Visual Perception.
ICECS
Ismail Lamaakal, Chaymae Yahyati, Ibrahim Ouahbi, Khalid El Makkaoui, Yassine Maleh
2024 J jnl
A TinyDL Model for Gesture-Based Air Handwriting Arabic Numbers and Simple Arabic Letters Recognition.
IEEE Access
Ismail Lamaakal, Ibrahim Ouahbi, Khalid El Makkaoui, Yassine Maleh, Pawel Plawiak, Fahad Alblehai
2024 J jnl
BlockMEDC: Blockchain Smart Contracts for Securing Moroccan Higher Education Digital Certificates.
CoRR
Mohamed Fartitchou, Ismail Lamaakal, Khalid El Makkaoui, Zakaria El Allali, Yassine Maleh
2024 J jnl
IOTASDN: IOTA 2.0 Smart Contracts for Securing Software-Defined Networking Ecosystem.
Sensors
Mohamed Fartitchou, Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Zakaria El Allali, Pawel Plawiak, Fahad Alblehai, Ahmed A. Abd El-Latif