M. C. Ferreira

发表

A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks

Selim Reza, M. C. Ferreira, José J. M. Machado, 2022, Expert Syst. Appl..

Traffic State Prediction Using One-Dimensional Convolution Neural Networks and Long Short-Term Memory

J. Machado, Selim Reza, M. C. Ferreira, 2022, Applied Sciences.

Road networks structure analysis: A preliminary network science-based approach

Selim Reza, M. C. Ferreira, J. M. R. Tavares, 2022, Ann. Math. Artif. Intell..

A citywide TD‐ learning based intelligent traffic signal control for autonomous vehicles: Performance evaluation using SUMO

Selim Reza, M. C. Ferreira, J. M. R. Tavares, 2023, Expert Systems.

Takagi–Sugeno Fuzzy Modeling Using Mixed Fuzzy Clustering

Susana M. Vieira, Cátia M. Salgado, Joaquim L. Viegas, 2017, IEEE Transactions on Fuzzy Systems.

Fuzzy Clustering of Time-variant and invariant Features: Application to Sepsis Outcome Prediction

Marta C. Ferreira, M. C. Ferreira, 2014 .

Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion

J. Tavares, J. Machado, M. C. Ferreira, 2022, Sensors.

A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model

Selim Reza, M. C. Ferreira, J. M. R. Tavares, 2022, Expert Syst. Appl..

Mixed Fuzzy Clustering for Misaligned Time Series

Susana M. Vieira, Cátia M. Salgado, Marta C. Ferreira, 2017, IEEE Transactions on Fuzzy Systems.

Students' perceptions of higher education courses and instructors before and during Covid-19:

A. Camanho, M. C. Ferreira, António Ramos Silva, 2023, U.Porto Journal of Engineering.