Sökning: "Isak Eng"

Visar resultat 11 - 15 av 259 uppsatser innehållade orden Isak Eng.

  1. 11. Towards gradient faithfulness and beyond

    Master-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

    Författare :Vincenzo Buono; Isak Åkesson; [2023]
    Nyckelord :XAI; Visual Explanations; CAM; Grad-CAM; Expected Grad-CAM; Hyper Expected Grad; Class Activation Maps; Explainable AI; Faithfulness; Neural Network interpretability; Hyper Resolution CAM; Super Resolution CAM; Natural Encoding;

    Sammanfattning : The riveting interplay of industrialization, informalization, and exponential technological growth of recent years has shifted the attention from classical machine learning techniques to more sophisticated deep learning approaches; yet its intrinsic black-box nature has been impeding its widespread adoption in transparency-critical operations. In this rapidly evolving landscape, where the symbiotic relationship between research and practical applications has never been more interwoven, the contribution of this paper is twofold: advancing gradient faithfulness of CAM methods and exploring new frontiers beyond it. LÄS MER

  3. 12. Robustness Against Non-Normality : Evaluating LDA and QDA in Simulated Settings Using Multivariate Non-Normal Distributions

    Kandidat-uppsats, Uppsala universitet/Statistiska institutionen

    Författare :Gånheim Viktor; Åslund Isak; [2023]
    Nyckelord :Classification; Linear Discriminant Analysis; Quadratic Discriminant Analysis; Normality Assumption;

    Sammanfattning : Evaluating classifiers in controlled settings is essential for empirical applications, as extensive knowledge on model-behaviour is needed for accurate predictions. This thesis investigates robustness against non-normality of two prominent classifiers, LDA and QDA. LÄS MER

  4. 13. Intergenerational differences in the digital age : A quantitative assessment of internet use and online media consumption across five generations in Sweden

    Master-uppsats, Uppsala universitet/Statsvetenskapliga institutionen

    Författare :Isak Flink; [2023]
    Nyckelord :generations; social media; online media; political information;

    Sammanfattning : This study highlights the importance of considering generational factors in the pursuit of understanding online media consumption. This thesis argues that previous explanations of why people may or may not consume news and political information are insufficient on their own. LÄS MER

  5. 14. Decomposing Import Price Inflation in the EU

    Magister-uppsats, Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionen

    Författare :Isak Skaghammar; Johannes Reuterwall; [2023]
    Nyckelord :Import price inflation; decomposition; supply and demand; Business and Economics;

    Sammanfattning : This thesis examines what drives import price inflation in the EU by decomposing it into supply and demand driven inflation. The decomposition is done by using product level import data retrieved from Eurostat. The paper examines the period from 2019-01 to 2023-01 which captures events such as the Covid-19 and the war in Ukraine. LÄS MER

  7. 15. Why do local governments say no to wind power? : A public choice approach to the use of the right to veto among Swedish municipalities

    Uppsats för yrkesexamina på avancerad nivå, Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

    Författare :Isak Al; Emmy Lind; [2023]
    Nyckelord :;

    Sammanfattning : The objective of this study is to investigate the factors that affect the use of the municipalveto regarding wind power deployment in Sweden. The study employs a public choiceapproach to investigate the relationship between self-interested voters and the decisionmaking politicians. LÄS MER