Research on travel time prediction model of freeway based on gradient boosting decision tree
To improve the prediction accuracy of traffic flow, a travel time prediction model based on
gradient boosting decision tree (GBDT) is proposed. In order to test the applicability of …
gradient boosting decision tree (GBDT) is proposed. In order to test the applicability of …
Urban arterial travel time prediction using support vector regression
AM Philip, G Ramadurai, L Vanajakshi - Transportation in Developing …, 2018 - Springer
Travel time is one of the most appropriate traffic measures that can be provided to road
users for easy understanding and decision making. This paper presents a simple method to …
users for easy understanding and decision making. This paper presents a simple method to …
[PDF][PDF] Generating Artificial Data for Bus Travel Time Predictions
LS Ribeiro, TP Faleiros, M Holanda - Lubia Vinhas and Cláudio … - mtc-m16c.sid.inpe.br
This paper proposes a simulator capable of quickly generating a large amount of data that
may be used to train bus travel time predictive algorithms in an urban transport network. To …
may be used to train bus travel time predictive algorithms in an urban transport network. To …