João Manuel Ribeiro da Silva Tavares
AuthID: R-000-761
11
TITLE: Enhancing Diabetic Foot Ulcer Classification Through Fine-Tuned Multilevel CNN
AUTHORS: Silva Dos Santos, Elineide; de Melo Souza Veras, Rodrigo; Das Chagas Torres Dos Santos, Francisco; Ito, Marcia; Gomes Campos Bianchi, Andrea; Romulo Teixeira Aires, Kelson; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
AUTHORS: Silva Dos Santos, Elineide; de Melo Souza Veras, Rodrigo; Das Chagas Torres Dos Santos, Francisco; Ito, Marcia; Gomes Campos Bianchi, Andrea; Romulo Teixeira Aires, Kelson; João Manuel R. S. Tavares;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
12
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
13
TITLE: A holistic approach for classifying dental conditions from textual reports and panoramic radiographs Full Text
AUTHORS: Silva, Bernardo; Fontinele, Jefferson; Vieira, Carolina Leticia Zilli; João Manuel R. S. Tavares; Cury, Patricia Ramos; Oliveira, Luciano;
PUBLISHED: 2025, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 105
AUTHORS: Silva, Bernardo; Fontinele, Jefferson; Vieira, Carolina Leticia Zilli; João Manuel R. S. Tavares; Cury, Patricia Ramos; Oliveira, Luciano;
PUBLISHED: 2025, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 105
14
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 Full Text
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
15
TITLE: An Actor-Critic-based adapted Deep Reinforcement Learning model for multi-step traffic state prediction Full Text
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
16
TITLE: Camera Movement Cancellation in Video Using Phase Congruency and an FFT-Based Technique
AUTHORS: Gharahbagh, Abdorreza Alavi; Hajihashemi, Vahid; Machado, J. J. M. ; João Manuel R. S. Tavares;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 4, WORLDCIST 2023, VOLUME: 802
AUTHORS: Gharahbagh, Abdorreza Alavi; Hajihashemi, Vahid; Machado, J. J. M. ; João Manuel R. S. Tavares;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 4, WORLDCIST 2023, VOLUME: 802
17
TITLE: Audio Event Detection Based on Cross Correlation in Selected Frequency Bands of Spectrogram
AUTHORS: Hajihashemi, Vahid; Gharahbagh, Abdorreza Alavi; Machado, J. J. M. ; João Manuel R. S. Tavares;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 4, WORLDCIST 2023, VOLUME: 802
AUTHORS: Hajihashemi, Vahid; Gharahbagh, Abdorreza Alavi; Machado, J. J. M. ; João Manuel R. S. Tavares;
PUBLISHED: 2024, SOURCE: 11st World Conference on Information Systems and Technologies (WorldCIST) in INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 4, WORLDCIST 2023, VOLUME: 802
18
TITLE: Two-stage treatment of pulp bleaching wastewater by Fenton and biological processes to remove recalcitrant pollutants
AUTHORS: Joa, Carolina Morim; João Manuel R. S. Tavares; Silva, Flavio Castro; Nunes, Maria Isabel;
PUBLISHED: 2024, SOURCE: JOURNAL OF WATER PROCESS ENGINEERING, VOLUME: 63
AUTHORS: Joa, Carolina Morim; João Manuel R. S. Tavares; Silva, Flavio Castro; Nunes, Maria Isabel;
PUBLISHED: 2024, SOURCE: JOURNAL OF WATER PROCESS ENGINEERING, VOLUME: 63
INDEXED IN: 
Scopus 
WOS
Scopus WOS19
TITLE: A Machine Learning Approach for Predicting and Mitigating Pallet Collapse during Transport: The Case of the Glass Industry
AUTHORS: Carvalho, Francisco; João Manuel R. S. Tavares; Ferreira, Marta Campos ;
PUBLISHED: 2024, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 14, ISSUE: 18
AUTHORS: Carvalho, Francisco; João Manuel R. S. Tavares; Ferreira, Marta Campos ;
PUBLISHED: 2024, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 14, ISSUE: 18
20
TITLE: Design and 3D printing of a customised wrist-hand orthosis
AUTHORS: Ben Amor, Khaled; Chatti, Sami; Louhichi, Borhen; Machado, Jose; João Manuel R. S. Tavares;
PUBLISHED: 2024, SOURCE: PROGRESS IN ADDITIVE MANUFACTURING, VOLUME: 10, ISSUE: 4
AUTHORS: Ben Amor, Khaled; Chatti, Sami; Louhichi, Borhen; Machado, Jose; João Manuel R. S. Tavares;
PUBLISHED: 2024, SOURCE: PROGRESS IN ADDITIVE MANUFACTURING, VOLUME: 10, ISSUE: 4
