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ORCIDJosé J. M. Machado
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2020 – today
- 2024
[j15]Selim Reza
, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares:
Road networks structure analysis: A preliminary network science-based approach. Ann. Math. Artif. Intell. 92(1): 215-234 (2024)- [j14]Maryam Jalali, Morteza Zahedi, Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, José J. M. Machado, João Manuel R. S. Tavares:
A Hybrid Hierarchical Mathematical Heuristic Solution of Sparse Algebraic Equations in Sentiment Analysis. Inf. 15(9): 513 (2024) - [j13]Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares:
Hybrid time-spatial video saliency detection method to enhance human action recognition systems. Multim. Tools Appl. 83(30): 74053-74073 (2024) - 2023
- [j12]Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares:
A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model. Expert Syst. Appl. 215: 119293 (2023) - [j11]Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, José J. M. Machado, João Manuel R. S. Tavares:
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. 14(11): 616 (2023) - [c3]Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, José J. M. Machado, João Manuel R. S. Tavares:
Camera Movement Cancellation in Video Using Phase Congruency and an FFT-Based Technique. WorldCIST (4) 2023: 172-181 - [c2]Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, José J. M. Machado, João Manuel R. S. Tavares:
Audio Event Detection Based on Cross Correlation in Selected Frequency Bands of Spectrogram. WorldCIST (4) 2023: 182-191 - 2022
- [j10]Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares:
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks. Expert Syst. Appl. 202: 117275 (2022) - [j9]Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, Pedro Miguel Cruz, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares:
Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion. Sensors 22(4): 1535 (2022) - [j8]Sajjad Boorghan Farahan, José J. M. Machado, Fernando Gomes de Almeida, João Manuel R. S. Tavares:
9-DOF IMU-Based Attitude and Heading Estimation Using an Extended Kalman Filter with Bias Consideration. Sensors 22(9): 3416 (2022) - [j7]Mohammadamin Salimi, José J. M. Machado, João Manuel R. S. Tavares:
Using Deep Neural Networks for Human Fall Detection Based on Pose Estimation. Sensors 22(12): 4544 (2022) - [j6]Khouloud Ben Ali Hassen, José J. M. Machado, João Manuel R. S. Tavares:
Convolutional Neural Networks and Heuristic Methods for Crowd Counting: A Systematic Review. Sensors 22(14): 5286 (2022) - [j5]Ana Filipa Rodrigues Nogueira, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares:
Sound Classification and Processing of Urban Environments: A Systematic Literature Review. Sensors 22(22): 8608 (2022) - [j4]Ana Filipa Rodrigues Nogueira, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares:
Transformers for Urban Sound Classification - A Comprehensive Performance Evaluation. Sensors 22(22): 8874 (2022) - [j3]Ali Harimi, Yahya Majd, Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, Zeynab Esmaileyan, José J. M. Machado, João Manuel R. S. Tavares:
Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning. Sensors 22(24): 9569 (2022) - [c1]Selim Reza, José J. M. Machado, João Manuel R. S. Tavares:
Analysis of the Structure of the Road Networks: A Network Science Perspective. ISAIM 2022 - 2021
- [j2]Zhen Ma, José J. M. Machado, João Manuel R. S. Tavares:
Weakly Supervised Video Anomaly Detection Based on 3D Convolution and LSTM. Sensors 21(22): 7508 (2021) - [j1]Selim Reza, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares:
Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System. Sensors 21(22): 7705 (2021)
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