Front Cover -- Mobility Patterns, Big Data and Transport Analytics: Tools and Applications for Modeling -- Copyright … -- Dedication -- Contents -- Contributors -- About the Editors -- Chapter 1: Big Data and Transport Analytics: An Introduction -- 1 …-Driven Traffic Simulation Models: Mobility Patterns Using Machine Learning Techniques -- Abstract -- 1 New Modeling Challenges and …

made it difficult for system operators to forecast load accurately. So far, few studies have used traffic data to improve … load prediction accuracy. This paper aims to investigate the influence of traffic data in combination with other commonly … findings suggest that the impact of traffic data on load forecasts is much smaller than the impact of time variables. However …