... (EDA) is performed to thoroughly investigate feature distributions, trends and correlations within the dataset. Furthermore, a hybrid deep learning model integrating one-dimensional convolutional neural networks with long short-term memory layers (CNN-LSTM) is proposed, demonstrating enhanced...

...-commercial purposes), subject to full attribution to the original publication and authors. The full terms of this licence may be seen at http://creativecommons.org/licences/by/4.0/legalcode LSTM Traffic management algorithm Traffic prediction As a result, the synchronization of traffic lights...