José Joaquim da Mota Machado
AuthID: R-00K-6F2
1
TITLE: Deep Learning-Based Acoustic Event Detection and Classification Using Cochleogram Images
AUTHORS: Vahid Hajihashemi; Marta Campos Ferreira ; José J M Machado; João Manuel R. S. Tavares;
PUBLISHED: 2026, SOURCE: Lecture Notes in Networks and Systems - Proceedings of 20th Iberian Conference on Information Systems and Technologies (CISTI 2025)
AUTHORS: Vahid Hajihashemi; Marta Campos Ferreira ; José J M Machado; João Manuel R. S. Tavares;
PUBLISHED: 2026, SOURCE: Lecture Notes in Networks and Systems - Proceedings of 20th Iberian Conference on Information Systems and Technologies (CISTI 2025)
2
TITLE: Novel sound event and sound activity detection framework based on intrinsic mode functions and deep learning
AUTHORS: Vahid Hajihashemi; Abdorreza Alavigharahbagh; Machado, JJM; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: Multimedia Tools and Applications, VOLUME: 84, ISSUE: 14
AUTHORS: Vahid Hajihashemi; Abdorreza Alavigharahbagh; Machado, JJM; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: Multimedia Tools and Applications, VOLUME: 84, ISSUE: 14
INDEXED IN: 
Scopus
Scopus3
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
4
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
5
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
