Machine Learning, Deep Learning and Data Preprocessing Techniques for Detection, Prediction, and Monitoring of Stress and Stress-related Mental Disorders: A Scoping Review

no code implementations • 8 Aug 2023 • Moein Razavi, Samira Ziyadidegan, Reza Jahromi, Saber Kazeminasab, Vahid Janfaza, Ahmadreza Mahmoudzadeh, Elaheh Baharlouei, Farzan Sasangohar

This comprehensive review systematically evaluates Machine Learning (ML) methodologies employed in the detection, prediction, and analysis of mental stress and its consequent mental disorders (MDs).

Dimensionality Reduction feature selection

Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning

no code implementations • 6 Oct 2022 • Chaolun Ma, Bruce Wang, Zihao Li, Ahmadreza Mahmoudzadeh, Yunlong Zhang

In traffic signal control, flow-based (optimizing the overall flow) and pressure-based methods (equalizing and alleviating congestion) are commonly used but often considered separately.

reinforcement-learning Reinforcement Learning (RL)

3D pavement surface reconstruction using an RGB-D sensor

no code implementations • 9 Jul 2019 • Ahmadreza Mahmoudzadeh, Sayna Firoozi Yeganeh, Amir Golroo

The modern technologies which are used for this purpose, such as point-based lasers and laser scanners, are too expensive to purchase, operate, and maintain.

Management Surface Reconstruction