Tiny Machine Learning Techniques for Constrained Devices

1. Microcontroller-Centric Power Optimization in Embedded Systems
Siham Essahraui, Yassine Maleh, Khalid El Makkaoui, Mouncef Filali Bouami, Ibrahim Ouahbi

2. Core Principles and Algorithms for Tiny Machine Learning
Siham Essahraui, Yassine Maleh, Khalid El Makkaoui, Mouncef Filali Bouami

3. TinyML and Edge AI for Low-Power IoT and LPWAN Applications
Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi

4. Efficient Real-Time Mask Detection Using TinyML
Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi

5. TinyML for Smarter Healthcare: Compact AI Solutions for Medical Challenges
Chaymae Yahyati, Khalid El Makkaoui, Ibrahim Ouahbi, Yassine Maleh

6. Adaptive Energy Modeling and Communication Optimization for LoRaWAN-Based IoT Networks
Ismail Lamaakal, Yassine Maleh, Khalid El Makkaoui, Ibrahim Ouahbi

7. Security and Privacy in TinyML Applications
Mohammed R. Al-Matari, Qasem Abu Al-Haija

8. Secure Tiny Machine Learning on Resource-Constrained IoT Devices
Yassine Maleh, Ismail Lamaakal, Khalid El Makkaoui

9. Integrating TinyML with Blockchain for Secure IoT Applications
Doaa Omar and Qasem Abu Al-Haija

10. TinyML: Emerging Applications and Future Research Directions
Chaymae Yahyati, Ismail Lamaakal, Khalid El Makkaoui, Ibrahim Ouahbi, Yassine Maleh

Biography

Prof. Khalid El Makkaoui is an Associate Professor with the Department of Computer Science at the Multidisciplinary Faculty of Nador, University Mohammed Premier, Oujda, Morocco. His research interests focus on cybersecurity and artificial intelligence. He has published over 40 papers (book chapters, international journals, and conferences).

Dr. Ismail Lamaakal is currently advancing towards his Ph.D. in Computer Science at the Multidisciplinary Faculty of Nador, University Mohammed Premier, Oujda, Morocco. As an Artificial Intelligence Scientist, his research primarily focuses on the innovative integration of Tiny Machine Learning, the Internet of Things (IoT), Human-computer interaction, and Embedded Systems.

Prof. Ibrahim Ouahbi is a professor of computer science at the Multidisciplinary Faculty of Nador, University Mohammed Premier, Oujda, Morocco. His research interests include artificial intelligence, cybersecurity, and ICT integration in science education and learning.

Prof. Yassine Maleh is a PhD of the University Hassan 1st in Morocco in the field of Internet of Things Security and privacy, since 2013. He is Senior Member of IEEE, Member of the International Association of Engineers IAENG and The Machine Intelligence Research Labs. He has published over than 50 papers, 4 edited books and 1 authored book.

Prof. Ahmed A. Abd El-Latif (Senior Member, IEEE) is a Professor at Menoufia University, Egypt, and holds academic positions at Prince Sultan University, Saudi Arabia. He earned his Ph.D. (2013) from the Harbin Institute of Technology, China. He has authored over 350 publications in prestigious journals and conferences and has received multiple awards for his contributions.