Essays about: "Emiel Oldenkamp"

Found 1 essay containing the words Emiel Oldenkamp.

  1. 1. Using supervised learning methods to predict the stop duration of heavy vehicles.

    University essay from Mälardalens högskola/Akademin för utbildning, kultur och kommunikation

    Author : Emiel Oldenkamp; [2020]
    Keywords : Mathematics; Applied Mathematics; Machine Learning; Supervised Learning; Regression; Linear Learner; Linear Regression; K-Nearest neighbors; Extreme Gradient Boosting; XGBoost; AWS SageMaker; Scania; Data Science; Data Analysis;

    Abstract : In this thesis project, we attempt to predict the stop duration of heavy vehicles using data based on GPS positions collected in a previous project. All of the training and prediction is done in AWS SageMaker, and we explore possibilities with Linear Learner, K-Nearest Neighbors and XGBoost, all of which are explained in this paper. READ MORE