Selim Reza

A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks

Selim Reza, M. C. Ferreira, José J. M. Machado, 2022, Expert Syst. Appl..

Traffic State Prediction Using One-Dimensional Convolution Neural Networks and Long Short-Term Memory

J. Machado, Selim Reza, M. C. Ferreira, 2022, Applied Sciences.

Road networks structure analysis: A preliminary network science-based approach

Selim Reza, M. C. Ferreira, J. M. R. Tavares, 2022, Ann. Math. Artif. Intell..

A citywide TD‐ learning based intelligent traffic signal control for autonomous vehicles: Performance evaluation using SUMO

Selim Reza, M. C. Ferreira, J. M. R. Tavares, 2023, Expert Systems.

Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System

João Manuel R S Tavares, Selim Reza, Hugo S Oliveira, 2021, Sensors.

A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model

Selim Reza, M. C. Ferreira, J. M. R. Tavares, 2022, Expert Syst. Appl..