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, VOLUME: 26, ISSUE: 9
AUTHORS: Reza, Selim; Ferreira, Marta Campos ; Machado, J. J. M.; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOLUME: 26, ISSUE: 9
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: Reza, Selim; Ferreira, Marta Campos ; Machado, J. J. M.; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: APPLIED SOFT COMPUTING, VOLUME: 184
AUTHORS: Reza, Selim; Ferreira, Marta Campos ; Machado, J. J. M.; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: APPLIED SOFT COMPUTING, VOLUME: 184
4
TITLE: A citywide TD-learning based intelligent traffic signal control for autonomous vehicles: Performance evaluation using SUMO Full Text
AUTHORS: Reza, Selim; Ferreira, Marta Campos ; Machado, J. J. M.; Tavares, Joao Manuel R. S.;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS
AUTHORS: Reza, Selim; Ferreira, Marta Campos ; Machado, J. J. M.; Tavares, Joao Manuel R. S.;
PUBLISHED: 2023, SOURCE: EXPERT SYSTEMS
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