Artificial intelligence-based traffic flow prediction: a comprehensive review

SA Sayed, Y Abdel-Hamid, HA Hefny - Journal of Electrical Systems and …, 2023 - Springer
The expansion of the Internet of Things has resulted in new creative solutions, such as smart
cities, that have made our lives more productive, convenient, and intelligent. The core of …

Traffic flow prediction using big data and gis: a survey of data sources, frameworks, challenges, and opportunities

S Ahmed, Y Abdel-Hamid… - International Journal of …, 2023 - journals.uob.edu.bh
Big Data has been utilized extensively in numerous fields, including the transportation
sector. Using several sources of data, traffic conditions can be accurately anticipated and …

Extreme learning with artifical electric field algorithm (EL-AEFA) for estimation of short-term vehicular traffic system

SC Nayak, SK Nayak, A Dash - 2021 IEEE 8th Uttar Pradesh …, 2021 - ieeexplore.ieee.org
The faster learning and better approximation ability of extreme learning machine (ELM)
made it a popular learning method for neural network training. However, two issues such as …

Urban Arterial Traffic Volume and Travel Time Estimation with Use of Data Driven Models

C Konstantinidis, C Chalkiadakis, P Fafoutellis… - IFAC-PapersOnLine, 2024 - Elsevier
In recent years, the development of technology and the availability of large amounts of data
have transformed the way transport systems are managed, particularly through the …

[PDF][PDF] Traffic Flow Prediction Using Big Data and Geographic Information Systems: A Survey of Data Sources, Frameworks, Challenges, and Opportunities

SA Sayed, Y Abdelhamid, HA Hefny - Int. J. Com. Dig. Sys, 2023 - researchgate.net
Big Data has been utilized extensively in numerous fields, including transportation. Using
several sources of data, traffic conditions can be accurately anticipated and forecasted to …

[PDF][PDF] Vehicular Traffic and its Correlation with Air Pollution in Greater Noida

N Kumar, S Priya Ranjan - researchgate.net
Traffic volume is a significant method to use in studying the time and movement of vehicles
on the road. The method uses traffic flow and efficiently analyses the peak time of various …