Nature

Deep spatio-temporal dependent convolutional LSTM network for traffic flow prediction

In recent years, with the rapid development of the economy, people’s demand for the construction of smart cities and intelligent transportation systems has become more and more intense. The most ...
Nature

Investigation of different LSTM-based encoder-decoder neural networks for vehicle speed prediction

In this work, different Long Short-Term Memory (LSTM) encoder-decoder artificial neural networks are investigated. These networks differ in their complexity. The aim of this work is to evaluate ...