SpletTraffic flow prediction with big data: A learning approach based on SIS-complex networks. Abstract: This paper proposes a susceptible-infected-susceptible complex networks (SIS … Splet14. apr. 2024 · In this research, we address the problem of accurately predicting lane-change maneuvers on highways. Lane-change maneuvers are a critical aspect of highway safety and traffic flow, and the accurate prediction of these maneuvers can have significant implications for both. However, current methods for lane-change prediction are limited in …
Big data-driven machine learning-enabled traffic flow prediction
SpletTraffic prediction is a vitally important keystone of an intelligent transportation system (ITS). It aims to improve travel route selection, reduce overall carbon emissions, mitigate congestion, and enhance safety. However, efficiently modelling traffic flow is challenging due to its dynamic and non-linear behaviour. With the availability of a vast number of data … Spletactual semantics to make such data be used by traffic flow prediction. Flow information of a traffic road is acquired by 1A two-way highway/arterial road is counted as two … examples of color discrimination
A Knowledge-Driven Memory System for Traffic Flow Prediction
Splet11. apr. 2024 · M V, Leelavathi and K J, Sahana Devi, An Architecture of Deep Learning Method to Predict Traffic Flow In Big Data (May 13, 2016). IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 pISSN: 2321-7308,Volume: 05 Special Issue: 04 ICESMART-2016 May-2016, page no:461-468, Available at SSRN: … SpletLast few years, traffic data have been huge existing system used weak traffic prediction models which is unsatisfied. The proposed system is using novel deep learning based traffic flow... Splet19. okt. 2024 · Traffic flow prediction with big data: A deep learning approach. IEEE Trans. Intelligent Transportation Systems, 16 (2):865--873, 2015. S Vasantha Kumar and Lelitha Vanajakshi. Short-term traffic flow prediction using seasonal arima model with limited input data. European Transport Research Review, 7 (3):21, 2015. examples of colored mandalas