Sökning: "Alexander Åkermark"

Hittade 2 uppsatser innehållade orden Alexander Åkermark.

  1. 1. Approaching sustainable mobility utilizing graph neural networks

    Uppsats för yrkesexamina på avancerad nivå, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Robin Gunnarsson; Alexander Åkermark; [2021]
    Nyckelord :Graph neural network; GNN; sustainable mobility; GCN; graph; Neural network; Cora; Fuel consumption prediction; graph;

    Sammanfattning : This report is done in collaboration with WirelessCar for the master of science thesis at Halmstad University. Many different parameters influence fuel consumption. The objective of the report is to evaluate if Graph neural networks are a practical model to perform fuel consumption prediction on areas. LÄS MER

  3. 2. Churn Prediction

    Kandidat-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Alexander Åkermark; Mattias Hallefält; [2019]
    Nyckelord :Churn Prediction; Machine Learning;

    Sammanfattning : Churn analysis is an important tool for companies as it can reduce the costs that are related to customer churn. Churn prediction is the process of identifying users before they churn, this is done by implementing methods on collected data in order to find patterns that can be helpful when predicting new churners in the future. LÄS MER