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Selim Reza

Universidade do Porto

H指数:7

被引数:418

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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

2025-08-270

OAAI

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

2025-07-230

OA

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

IF2.3

2023-04-053

OA

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

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-04-0110

OAAI

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

2022-09-01115

OAAI

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

IF3.5

2021-11-1914

OAAI

Road Traffic Events Monitoring Using a Multi-Head Attention Mechanism-Based Transformer and Temporal Convolutional Networks

基于多头注意力机制Transformer和时序卷积网络的道路交通事件监测

IEEE Transactions on Intelligent Transportation Systems

IF8.4

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