José J. M. Machado

25 papers Misc 1Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
3D Industrial Human Action Recognition Based on the Synergy Between Convolutional Neural Networks and Long Short-Term Memory.
ICARA
Mohammadamin Salimi, Carla Sofia Ferreira Alves, André Cardoso, Estela Bicho, Luis Louro, Ana Colim, José J. M. Machado, João Manuel R. S. Tavares, Duarte Fernandes
2025 J jnl
A citywide TD-learning based intelligent traffic signal control for autonomous vehicles: Performance evaluation using SUMO.
Expert Syst. J. Knowl. Eng.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2025 J jnl
An Actor-Critic-based adapted Deep Reinforcement Learning model for multi-step traffic state prediction.
Appl. Soft Comput.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2025 J jnl
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.
Neural Networks
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2025 J jnl
Novel sound event and sound activity detection framework based on intrinsic mode functions and deep learning.
Multim. Tools Appl.
Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, José J. M. Machado, João Manuel R. S. Tavares
2025 J jnl
Road Traffic Events Monitoring Using a Multi-Head Attention Mechanism-Based Transformer and Temporal Convolutional Networks.
IEEE Trans. Intell. Transp. Syst.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2024 J jnl
A Hybrid Hierarchical Mathematical Heuristic Solution of Sparse Algebraic Equations in Sentiment Analysis.
Inf.
Maryam Jalali, Morteza Zahedi, Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, José J. M. Machado, João Manuel R. S. Tavares
2024 J jnl
Hybrid time-spatial video saliency detection method to enhance human action recognition systems.
Multim. Tools Appl.
Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2024 J jnl
Recent Technology Advancements in Smart City Management: A Review.
Comput. Mater. Continua
João Manuel R. S. Tavares, Chiranjeevi Karri, José J. M. Machado, Deepak Kumar Jain, Suresh Dannana, Santosh Kumar Gottapu, Amir H. Gandomi
2024 J jnl
Road networks structure analysis: A preliminary network science-based approach.
Ann. Math. Artif. Intell.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2023 J jnl
A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model.
Expert Syst. Appl.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2023 — conf
Audio Event Detection Based on Cross Correlation in Selected Frequency Bands of Spectrogram.
WorldCIST (4)
Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, José J. M. Machado, João Manuel R. S. Tavares
2023 — conf
Camera Movement Cancellation in Video Using Phase Congruency and an FFT-Based Technique.
WorldCIST (4)
Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, José J. M. Machado, João Manuel R. S. Tavares
2023 J jnl
Deep Learning Approach for Human Action Recognition Using a Time Saliency Map Based on Motion Features Considering Camera Movement and Shot in Video Image Sequences.
Inf.
Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, José J. M. Machado, João Manuel R. S. Tavares
2022 J jnl
9-DOF IMU-Based Attitude and Heading Estimation Using an Extended Kalman Filter with Bias Consideration.
Sensors
Sajjad Boorghan Farahan, José J. M. Machado, Fernando Gomes de Almeida, João Manuel R. S. Tavares
2022 J jnl
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks.
Expert Syst. Appl.
Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2022 Misc conf
Analysis of the Structure of the Road Networks: A Network Science Perspective.
ISAIM
Selim Reza, José J. M. Machado, João Manuel R. S. Tavares
2022 J jnl
Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion.
Sensors
Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, Pedro Miguel Cruz, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares
2022 J jnl
Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning.
Sensors
Ali Harimi, Yahya Majd, Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, Zeynab Esmaileyan, José J. M. Machado, João Manuel R. S. Tavares
2022 J jnl
Convolutional Neural Networks and Heuristic Methods for Crowd Counting: A Systematic Review.
Sensors
Khouloud Ben Ali Hassen, José J. M. Machado, João Manuel R. S. Tavares
2022 J jnl
Sound Classification and Processing of Urban Environments: A Systematic Literature Review.
Sensors
Ana Filipa Rodrigues Nogueira, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares
2022 J jnl
Transformers for Urban Sound Classification - A Comprehensive Performance Evaluation.
Sensors
Ana Filipa Rodrigues Nogueira, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares
2022 J jnl
Using Deep Neural Networks for Human Fall Detection Based on Pose Estimation.
Sensors
Mohammadamin Salimi, José J. M. Machado, João Manuel R. S. Tavares
2021 J jnl
Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System.
Sensors
Selim Reza, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares
2021 J jnl
Weakly Supervised Video Anomaly Detection Based on 3D Convolution and LSTM.
Sensors
Zhen Ma, José J. M. Machado, João Manuel R. S. Tavares