Lamaakal, Ismail

Tiny Language Models for Automation and Control: Overview, Potential Applications, and Future Research Directions

Lamaakal, I., Maleh, Y., El Makkaoui, K., Ouahbi, I., Pławiak, P., Alfarraj, O., Almousa, M., & Abd El-Latif, A. A. (2025) · Sensors

Advanced Neural Network ApplicationsTopic Modeling

Cited by 60

A TinyDL Model for Gesture-Based Air Handwriting Arabic Numbers and Simple Arabic Letters Recognition

Lamaakal, I., Ouahbi, I., El Makkaoui, K., Maleh, Y., Pławiak, P., & Alblehai, F. (2024) · IEEE Access

Hand Gesture Recognition SystemsHandwritten Text Recognition Techniques

Cited by 34

A TinyML Model for Gesture-Based Air Handwriting Arabic Numbers Recognition

Lamaakal, I., Makkaoui, K. E., Ouahbi, I., & Maleh, Y. (2024) · Procedia Computer Science

Hand Gesture Recognition SystemsContext-Aware Activity Recognition Systems

Cited by 33

A tiny inertial transformer for human activity recognition via multimodal knowledge distillation and explainable AI

Lamaakal, I., Yahyati, C., Maleh, Y., El Makkaoui, K., Ouahbi, I., El-Latif, A. A. A., Zomorodi, M., & El-Rahiem, B. A. (2025) · Scientific Reports

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 26

A Deep Learning-Powered TinyML Model for Gesture-Based Air Handwriting Simple Arabic Letters Recognition

Lamaakal, I., Maleh, Y., Ouahbi, I., El Makkaoui, K., & Abd El-Latif, A. A. (2024) · Lecture Notes in Networks and Systems

Hand Gesture Recognition SystemsContext-Aware Activity Recognition Systems

Cited by 20

Efficient Gesture-Based Recognition of Tifinagh Characters in Air Handwriting with a TinyDL Model

Lamaakal, I., El Mourabit, N., El Makkaoui, K., Ouahbi, I., & Maleh, Y. (2024) · 2024 Sixth International Conference on Intelligent Computing in Data Sciences (ICDS)

Hand Gesture Recognition SystemsHandwritten Text Recognition Techniques

Cited by 14