Traffic Prediction

Traffic prediction is a task involving the forecasting of traffic conditions, such as vehicle flow and travel time, in specific areas or on roads. As an important application of time series analysis, its core objective is to optimize transportation systems through historical data and real-time information, reduce traffic congestion, improve road usage efficiency, and enhance safety.