Sökning: "Förklarbar Djupinlärning"

Hittade 2 uppsatser innehållade orden Förklarbar Djupinlärning.

  1. 1. Explainable Deep Learning Methods for Market Surveillance

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

    Författare :Marcus Jonsson Ewerbring; [2021]
    Nyckelord :Deep Learning; Machine Learning; Explainable Deep Learning; XAI; Market Surveillance; Djupinlärning; Maskininlärning; Förklarbar Djupinlärning; XAI; Marknadsövervakning;

    Sammanfattning : Deep learning methods have the ability to accurately predict and interpret what data represents. However, the decision making of a deep learning model is not comprehensible for humans. This is a problem for sectors like market surveillance which needs clarity in the decision making of the used algorithms. LÄS MER

  2. 2. Explainable AI as a Defence Mechanism for Adversarial Examples

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

    Författare :Harald Stiff; [2019]
    Nyckelord :;

    Sammanfattning : Deep learning is the gold standard for image classification tasks. With its introduction came many impressive improvements in computer vision outperforming all of the earlier machine learning models. LÄS MER