Sökning: "nearest neighbor algorithms"

Visar resultat 16 - 20 av 53 uppsatser innehållade orden nearest neighbor algorithms.

  1. 16. Comparing Machine Learning Estimation of Fuel Consumption of Heavy-duty Vehicles

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

    Författare :Victor Bodell; [2020]
    Nyckelord :Artificial Neural Networks; Fuel Consumption; Machine Learning; Regression; Statistical tests; ; Artificiella Neurala Nätverk; Bränsleförbrukning; Maskininlärning; Regression; Statistisk evaluering; ;

    Sammanfattning : Fuel consumption is one of the key factors in determining expenses of operating a heavy-duty vehicle. A customer may therefor request an estimate of the fuel consumption of a given vehicle. Scania uses modular design when constructing heavy-duty vehicles. LÄS MER

  3. 17. Applying machine learning algorithms to multi-label text classification on GitHub issues

    Kandidat-uppsats, Högskolan i Halmstad

    Författare :Daniel Artmann; [2020]
    Nyckelord :;

    Sammanfattning : This report compares five machine learning algorithms in their ability to categorize code repositories. The focus of expanding software projects tend to shift from developing new software to the maintenance of the projects. Maintainers can label code repositories to organize the project, but this requires manual labor and time. LÄS MER

  4. 18. Applicera maskininlärning på vägtrafikdata för att klassificera gatutyper i Stockholm

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för systemteknik

    Författare :Alexander Engberg; [2020]
    Nyckelord :maskininlärning; k-nn; random forest; klassificering; trafikdata;

    Sammanfattning : In this thesis, two different machine learning models have been applied on road traffic data from two large cities in Sweden: Gothenburg and Stockholm. The models have been evaluated with regard to classification of street types in urban environments. LÄS MER

  5. 19. Using K-Nearest-Neighbor with valuation metrics to detect similarities between stock performances

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

    Författare :Majd Jamal; [2020]
    Nyckelord :;

    Sammanfattning : Algorithmic trading has increased in popularity since the publication of Agent-Human Interactions in the Continuous Double Auction by IBM researchers Das et al. (2001). Today many investors acquire algorithms that act on their behalf on the stock markets. LÄS MER

  7. 20. Boundary Representation Modeling from Point Clouds

    Master-uppsats, KTH/Bro- och stålbyggnad

    Författare :Oskar Aronsson; Julia Nyman; [2020]
    Nyckelord :Point Cloud; Photogrammetry; RANSAC; Modeling; Bridge Inspection; Boundary Representation; Punktmoln; Fotogrammetri; RANSAC; Modellering; Brobesiktning; BREP;

    Sammanfattning : Inspections of bridges are today performed ocularly by an inspector at arm’s lengths distance to evaluate damages and to assess its current condition. Ocular inspections often require specialized equipment to aid the inspector to reach all parts of the bridge. LÄS MER