A guided genetic algorithm-based ensemble voting of polynomial regression and LSTM (GGA-PolReg-LSTM) for congestion prediction using IoT and air quality data …

B Jlifi, M Medini, C Duvallet - The Journal of Supercomputing, 2024 - Springer
A sustainable city is a smart city with a minimal impact on the environment, by incorporating
technologies to reduce pollution. Traffic congestion which is a major concern contributes to …

Weather Interaction-Aware Spatio-Temporal Attention Networks for Urban Traffic Flow Prediction

H Zhong, J Wang, C Chen, J Wang, D Li, K Guo - Buildings, 2024 - mdpi.com
As the cornerstone of intelligent transportation systems, accurate traffic prediction can
reduce the pressure of urban traffic, reduce the cost of residents' travel time, and provide a …

Bi-State Prediction Network Model for Mixed Traffic Congestion Prediction

M Kumar, K Kumar - International Journal of Computational …, 2024 - World Scientific
Forecasting traffic congestion has become an important issue than ever before. Information
provided by traffic congestion prediction methods becomes helpful to traffic management …

[PDF][PDF] Traffic Congestion Measures and Sustainability Evaluation of Urban Street

ZA Alkaissi, AN Hussein, MH Muhammad - Journal of Engineering, 2024 - iasj.net
Traffic congestion become a serious problem that traffic engineers still face. This research
explains the sustainable indicators and congestion index for urban streets and their …