José J. M. Machado - Publications, H-index & Citations

José J. M. Machado

Universidade do Porto

25H指数

76论文数

2.1K被引数

收录论文 34

发表时间

Two-stage acoustic event detection and classification for horn signals in urban scenarios: Comparing VGGish, YAMNet and Mel spectrogram approaches with mRMR feature selection 城市场景中喇叭信号的二阶段声学事件检测与分类：比较VGGish、YAMNet和梅尔频谱图方法结合mRMR特征选择

Expert Systems with Applications

IF7.5

2026-09-29

PREAI

Hajihashemi, Vahid; Gharahbagh, Abdorreza Alavi; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

An Actor–Critic-based adapted Deep Reinforcement Learning model for multi-step traffic state prediction 基于Actor-Critic的改进深度强化学习模型用于多步交通状态预测

Applied Soft Computing

IF6.6

2025-08-27

OAAI

Selim Reza; Marta Campos Ferreira; J.J.M. Machado; João Manuel R.S. Tavares

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 基于注意力机制和残差时序卷积网络的长期交通预测高效模型，以提升智能交通系统

Neural Networks

IF6.3

2025-07-23

OAAI

Selim Reza; Marta Campos Ferreira; J.J.M. Machado; João Manuel R.S. Tavares

Land Cover Classification Model Using Multispectral Satellite Images Based on a Deep Learning Synergistic Semantic Segmentation Network

SENSORS

IF3.5

2025-03-22

OAAI

Gharahbagh, Abdorreza Alavi; Hajihashemi, Vahid; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

Feature Extraction Based on Local Histogram with Unequal Bins and a Recurrent Neural Network for the Diagnosis of Kidney Diseases from CT Images

BIOENGINEERING-BASEL

IF3.7

2024-02-25

OAAI

Gharahbagh, Abdorreza Alavi; Hajihashemi, Vahid; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

Hybrid time-spatial video saliency detection method to enhance human action recognition systems

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2024-02-14

OAAI

Gharahbagh, Abdorreza Alavi; Hajihashemi, Vahid; Ferreira, Marta Campos; Machado, J. J. M.; Tavares, Joao Manuel R. S.

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

EXPERT SYSTEMS

IF2.3

2023-04-05

OAAI

Reza, Selim; Ferreira, Marta Campos; Machado, J. J. M.; Tavares, Joao Manuel R. S.

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

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-04-01

OAAI

Reza, Selim; Ferreira, Marta Campos; Machado, J. J. M.; Tavares, Joao Manuel R. S.

Transformers for Urban Sound Classification-A Comprehensive Performance Evaluation

SENSORS

IF3.5

2022-11-16

OAAI

Rodrigues Nogueira, Ana Filipa; Oliveira, Hugo S.; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

Sound Classification and Processing of Urban Environments: A Systematic Literature Review 城市环境的声音分类和处理: 系统的文献综述

SENSORS

IF3.5

2022-11-08

OAAI

Rodrigues Nogueira, Ana Filipa; Oliveira, Hugo S.; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks 基于多头注意力的transformer交通流预测模型及其与递归神经网络的对比分析

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-09-01

115

OAAI

Reza, Selim; Ferreira, Marta Campos; Machado, J. J. M.; Tavares, Joao Manuel R. S.

Convolutional Neural Networks and Heuristic Methods for Crowd Counting: A Systematic Review

SENSORS

IF3.5

2022-07-15

OAAI

Hassen, Khouloud Ben Ali; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

Using Deep Neural Networks for Human Fall Detection Based on Pose Estimation

SENSORS

IF3.5

2022-06-16

OAAI

Salimi, Mohammadamin; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

9-DOF IMU-Based Attitude and Heading Estimation Using an Extended Kalman Filter with Bias Consideration

SENSORS

IF3.5

2022-04-29

OAAI

Farahan, Sajjad Boorghan; Machado, Jose J. M.; de Almeida, Fernando Gomes; Tavares, Joao Manuel R. S.

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

SENSORS

IF3.5

2022-02-16

OAAI

Hajihashemi, Vahid; Gharahbagh, Abdorreza Alavi; Cruz, Pedro Miguel; Ferreira, Marta Campos; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System 城市安全: 基于图像处理和深度学习的智能交通管理与控制系统

SENSORS

IF3.5

2021-11-19

OAAI

Reza, Selim; Oliveira, Hugo S.; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

Weakly Supervised Video Anomaly Detection Based on 3D Convolution and LSTM 基于3D卷积和LSTM的弱监督视频异常检测

SENSORS

IF3.5

2021-11-12

OAAI

Ma, Zhen; Machado, Jose J. M.; Tavares, Joao Manuel R. S.

Geometrical optimization of adhesive joints under tensile impact loads using cohesive zone modelling

INTERNATIONAL JOURNAL OF ADHESION AND ADHESIVES

IF3.5

2020-03-01

PREAI

Valente, J. P. A.; Campilho, R. D. S. G.; Marques, E. A. S.; Machado, J. J. M.; da Silva, Lucas F. M.

Numerical study of similar and dissimilar single lap joints under quasi-static and impact conditions

INTERNATIONAL JOURNAL OF ADHESION AND ADHESIVES

IF3.5

2020-01-01

PREAI

Machado, J. J. M.; Nunes, P. D. P.; Marques, E. A. S.; da Silva, Lucas F. M.

Influence of hygrothermal aging on the quasi-static and impact behavior of single lap joints using CFRP and aluminum substrates

MECHANICS OF ADVANCED MATERIALS AND STRUCTURES

IF0

2019-11-12

PREAI

Machado, J. J. M.; Marques, E. A. S.; Barbosa, A. Q.; da Silva, Lucas F. M.

研究方向