Selim Reza

11 papers Misc 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A citywide TD-learning based intelligent traffic signal control for autonomous vehicles: Performance evaluation using SUMO.
Expert Syst. J. Knowl. Eng.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2025 J jnl
An Actor-Critic-based adapted Deep Reinforcement Learning model for multi-step traffic state prediction.
Appl. Soft Comput.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2025 J jnl
Enhancing intelligent transportation systems with a more efficient model for long-term traffic predictions based on an attention mechanism and a residual temporal convolutional network.
Neural Networks
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2025 J jnl
Road Traffic Events Monitoring Using a Multi-Head Attention Mechanism-Based Transformer and Temporal Convolutional Networks.
IEEE Trans. Intell. Transp. Syst.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2024 — conf
A New Approach for Brain Stroke Detection and Classification using Multi-layered Deep Neural Network.
ICCA
Hriday Sarkar, Selim Reza, Fakrul Hasan Sajib, Md Fakrul Islam, Muhammad Nazrul Islam, Faiz Al Faisal
2024 J jnl
Road networks structure analysis: A preliminary network science-based approach.
Ann. Math. Artif. Intell.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2023 J jnl
A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model.
Expert Syst. Appl.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2022 J jnl
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks.
Expert Syst. Appl.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2022 Misc conf
Analysis of the Structure of the Road Networks: A Network Science Perspective.
ISAIM
Selim Reza, José J. M. Machado, João Manuel R. S. Tavares
2021 J jnl
Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System.
Sensors
Selim Reza, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares
2005 J jnl
Erbium-Doped Lithium Niobate Waveguide Lasers.
IEICE Trans. Electron.
Wolfgang Sohler, Bijoy Krishna Das, Dibyendu Dey, Selim Reza, Hubertus Suche, Raimund Ricken