Bio: Hello! I am Mashood Ali and i am professional software engineer. Currently i am studying in Master (Software Engineering) and my research field is Software Arch
Short-term traffic flow forecast experiments using a real traffic flow time series from Kaggle and other sources were used to compare the traditional forecast model: convolutional neural network (CNN) and machine learning model: Decision Tree (DT). The suggested LSTM network outperformed traditional models in terms of prediction accuracy, according to the results.