Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning

► Arterial estimation and prediction with sparsely sampled probe data. ► Flow modeling and machine learning for ubiquitous traffic monitoring. ► Analytical derivations of travel time distributions between arbitrary locations on signalized arterials. ► Statistical learning of arterial traffic dynamic...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Transportation research. Part B: methodological 2012-11, Vol.46 (9), p.1097-1122
Hauptverfasser:	Hofleitner, Aude, Herring, Ryan, Bayen, Alexandre
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Arterial traffic Drivers Estimates Estimating Estimation Exact sciences and technology Forecast GPS probe data Ground, air and sea transportation, marine construction Machine learning Mathematical models Networks Road transportation and traffic Streaming data Traffic engineering Traffic flow Transportation planning, management and economics
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!