Sökning: "Jón Reginbald Ivarsson"

Hittade 1 uppsats innehållade orden Jón Reginbald Ivarsson.

  1. 1. Scalable System-Wide Traffic Flow Predictions Using Graph Partitioning and Recurrent Neural Networks

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Jón Reginbald Ivarsson; [2018]
    Nyckelord :Traffic Flow Prediction; Machine Learning; Recurrent Neural Network; Graph Partitioning; Big Data; Trafikprognoser; Maskininlärning; Återkommande Neuralt Nätverk; Graf Partitionering; Big Data;

    Sammanfattning : Traffic flow predictions are an important part of an Intelligent Transportation System as the ability to forecast accurately the traffic conditions in a transportation system allows for proactive rather than reactive traffic control. Providing accurate real-time traffic predictions is a challenging problem because of the nonlinear and stochastic features of traffic flow. LÄS MER