José Joaquim da Mota Machado
AuthID: R-00K-6F2
1
TITLE: Road Traffic Events Monitoring Using a Multi-Head Attention Mechanism-Based Transformer and Temporal Convolutional Networks
AUTHORS: Reza, Selim; Ferreira, Marta Campos ; Machado, J. J. M.; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
AUTHORS: Reza, Selim; Ferreira, Marta Campos ; Machado, J. J. M.; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
2
TITLE: 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
AUTHORS: Reza, Selim; Ferreira, Marta Campos; Machado, J. J. M.; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: NEURAL NETWORKS, VOLUME: 192
AUTHORS: Reza, Selim; Ferreira, Marta Campos; Machado, J. J. M.; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: NEURAL NETWORKS, VOLUME: 192
3
TITLE: An Actor–Critic-based adapted Deep Reinforcement Learning model for multi-step traffic state prediction
AUTHORS: Selim Reza; Marta Campos Ferreira; Machado, JJM; Manuel M R S R S Tavares;
PUBLISHED: 2025, SOURCE: Applied Soft Computing, VOLUME: 184
AUTHORS: Selim Reza; Marta Campos Ferreira; Machado, JJM; Manuel M R S R S Tavares;
PUBLISHED: 2025, SOURCE: Applied Soft Computing, VOLUME: 184
INDEXED IN: 
Scopus 
CrossRef
Scopus CrossRef