Sökning: "Multiclass"

Visar resultat 16 - 20 av 52 uppsatser innehållade ordet Multiclass.

  1. 16. Vibration-Based Terrain Classification for an Autonomous Truck

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

    Författare :Lucas Lovén; [2022]
    Nyckelord :Autonomous vehicles; machine learning; surface identification; obstacle identification; signal processing; time series classification; Autonoma fordon; maskininlärning; detektering av underlag; detektering av hinder; signalhantering; tidsserie klassifiering;

    Sammanfattning : This thesis is focused on developing vibration based terrain classification for an autonomous mining truck. The goal is to classify between good and bad gravel roads as well as good and bad asphalt roads. Current literature within vibration based terrain classification has been focused to a great extent on smaller research vehicles. LÄS MER

  3. 17. Explanation Methods for a Medical Image Classifier by Analysis of its Uncertainty

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

    Författare :Sanskar Gupta; [2022]
    Nyckelord :Uncertainty; Confidences; Calibration; Clustering; Multiclass classification;

    Sammanfattning : Over the last decade, neural networks have reached almost every field of science and technology. They have become a crucial part of various real-world applications, such as medical imaging. LÄS MER

  4. 18. Early Automated Risk Assessment of CVE Descriptions

    Kandidat-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Felix Nyrfors; Ludvig Sandholm; [2022]
    Nyckelord :;

    Sammanfattning : Data security is becoming more relevant as more and more information is stored digitally and many new data vulnerabilities are found everyday. To keep track of what software programs could be exposed, databases such as the NVD that try to list all identified vulnerabilities were created. LÄS MER

  5. 19. Automatic loose gravel condition detection using acoustic observations

    Magister-uppsats, Högskolan Dalarna/Institutionen för information och teknik

    Författare :Gionian Kyros; Elias Myrén; [2022]
    Nyckelord :Sound Classification; Supervised Machine Learning; Gravel roads assessment; SVM; Random Forest; Ensemble of bagged trees; Sound feature extraction;

    Sammanfattning : Evaluation of the road's condition and state is essential for its upkeep, especially when discussing gravel roads, for the following reasons, among other. When loose gravel is not adequately maintained, it can pose a hazard to drivers, who can lose control of their vehicle and cause accidents. LÄS MER

  7. 20. Minimizing the expected opportunity loss by optimizing the ordering of shipping methods in e-Commerce using Machine Learning

    Master-uppsats, KTH/Matematik (Avd.)

    Författare :Jonatan Ay; Jamil Azrak; [2022]
    Nyckelord :statistics; machine learning; applied mathematics; e-commerce; statistik; maskininlärning; tillämpad matematisk statistik; e-handel;

    Sammanfattning : The shopping industry is rapidly changing as the technology is advancing. This is especially true for the online industry where consumers are nowadays able to to shop much of what the need over the internet. LÄS MER