I was reading through the thread as part of my research project on enhancing Intelligent Traffic Management Systems (ITMS). Given that the K-Nearest Neighbors (KNN) algorithm is one of the nine used for Traffic Flow Prediction, I believe its ability to predict future values based on the similarity to nearby data points could significantly contribute to improving ITMS. Is it possible to make the prediction process even faster?