A Machine Learning Smartphone-based Sensing for Driver Behavior Classification

no code implementations • 1 Feb 2022 • Sarra Ben Brahim, Hakim Ghazzai, Hichem Besbes, Yehia Massoud

Driver behavior profiling is one of the main issues in the insurance industries and fleet management, thus being able to classify the driver behavior with low-cost mobile applications remains in the spotlight of autonomous driving.

Autonomous Driving BIG-bench Machine Learning +5

Scalable and Secure Architecture for Distributed IoT Systems

no code implementations • 20 Apr 2020 • Najmeddine Dhieb$, Hakim Ghazzai, Hichem Besbes, Yehia Massoud

In this paper, we propose to improve the IoT architecture with additional security features using Artificial Intelligence (AI) and blockchain technology.

Management

Autonomous UAV Navigation: A DDPG-based Deep Reinforcement Learning Approach

no code implementations • 21 Mar 2020 • Omar Bouhamed, Hakim Ghazzai, Hichem Besbes, Yehia Massoud

In this paper, we propose an autonomous UAV path planning framework using deep reinforcement learning approach.

Navigate reinforcement-learning +1