Global Journal of Computer Science and Technology, D: Neural & Artificial Intelligence, Volume 23 Issue 2

© 2023 Global Journals Global Journal of Computer Science and Technology Volume XXIII Issue II Version I 53 ( )D Year 2023 Traffic Flow Forecast based on Vehicle Count 1735–1780, Nov. 1997, doi: 10.1162/NECO.1997. 9.8.1735. 52. “IEEE SA - IEEE C57.13-2008.” https://standards. ieee.org/ieee/ C57.13/4217/ (accessed Oct. 24, 2022). List of Abbreviations Abbreviation Definition LiDAR Light Detection And Ranging LSTM Long Short-Term Memory CCC Congestion Costing Critique UMR Urban Mobility Report NHTSA National Highway Traffic SafetyAdministration CO2 Carbon Dioxide ITMS Intelligent Traffic ManagementSystems TMS Traffic Management Systems GDP Gross Domestic Product GHG Greenhouse Gas ARIMA Autoregressive Integrated MovingAverage GPS Global Positioning System VIP Video Image Processing ML Machine Learning MLP Multilayer Perceptron TDNN Time Delay Neural Network RBF Radial Basis Functions KNN K-Nearest Neural Network CNN Conventional Neural Networks RNN Recurrent Neural Network UART Universal Asynchronous Receiver/Transmitter IEEE Institute of Electrical and ElectronicsEngineers