Short-term urban traffic predictor is a prediction system based on artificial intelligence and advanced analysis of nonlinear dynamics of short-term traffic ...

Pattern-based Short Term Urban Traffic Predictor is a prediction system based on artificial intelligence and advanced analysis of nonlinear dynamics of ...

In this paper, we present a novel pattern-based short-term traffic forecasting approach based on the integration of multi-phase traffic flow theory and time ...

This paper proposes a pattern-based forecasting framework that is consistent with the evolution of traffic flow and has the ability to exploit past traffic ...

This paper presents a novel module named Intrinsic Pattern Transform (IPT) to uncover the intrinsic traffic pattern and captures long-term temporal dependence.

Oct 22, 2024 · The paper presents a model for predicting short term traffic flow using structure pattern and regression. The relationship between traffic ...

Jun 3, 2020 · The paper presents a model for predicting short term traffic flow using structure pattern and regression.

Nov 23, 2024 · The Random Forest is utilized to analyze the association between attributes and the historical data has been separated into 1-hour intervals.

The present study, based on wavelet neural network, is intended to improves a whale optimization algorithm to optimize the short-term traffic flow prediction.

Dec 25, 2023 · To conduct accurate and real-time urban traffic flow prediction while considering the latest historical data and avoiding time-consuming online ...