Sökning: "the new black"

Visar resultat 11 - 15 av 410 uppsatser innehållade orden the new black.

  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. Increasing explainability of neural network based retail credit risk models

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

    Författare :Anton Evilevitch; [2023]
    Nyckelord :Explainability; Artificial Neural Network; Mortgage Credit Risk Modeling; Förklarbarhet; Artificiella Neurala Nätverk; Modellering av Hypotekskreditrisk;

    Sammanfattning : Due to their ’black box’ nature, Artificial Neural Networks (ANN) are not permitted for use in various applications. One such application is mortgage credit risk modeling. LÄS MER

  4. 13. Traditional Knowledge and Practices for Resilience to Climate Change in Nepal’s Mid-Hills: Perspectives from Darma and Madi Rural Municipalities

    Master-uppsats, Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

    Författare :Dina-Josepha Rodehorst; Tabitha Black-Lock; [2023]
    Nyckelord :Climate change; traditional knowledge; Indigenous knowledge; Nepal; resilience; agriculture; Magar; Earth and Environmental Sciences;

    Sammanfattning : With climate change impacting countries around the world, rural communities in Nepal are among those most affected. As acknowledged by global climate discourses, traditional knowledge plays a vital role in understanding and adapting to climate change. LÄS MER

  5. 14. Expressive Signals : The art of connecting: Enhancing digital expression through crafted connectivity and micro-interactions

    Master-uppsats, Umeå universitet/Designhögskolan vid Umeå universitet

    Författare :Linda Marie Kraft; [2023]
    Nyckelord :storytelling; digital communication; micro interactions; design system; haptics;

    Sammanfattning : How do we design for connection? How might we introduce quirkiness, personal expression and a little bit of magic to our unified, unemotional black screens? Working with design systems can have perks, but something gets lost when we systemise how we communicate. I argue to open up rigid design systems and loosen their rules to elicit something new that’s cute, weird, and so unique: it becomes magical. LÄS MER

  7. 15. Skadeståndsrätt i den digitala eran - Ansvarsproblematiken för artificiell intelligens

    Kandidat-uppsats, Lunds universitet/Juridiska institutionen; Lunds universitet/Juridiska fakulteten

    Författare :Danny Dib; [2023]
    Nyckelord :EU-rätt; skadeståndsrätt; ai; artificiell intelligens; ansvarsproblematik; Law and Political Science;

    Sammanfattning : AI-systemens snabba utveckling har på senare år fört teknologin till nya höjder. Framväxten av autonoma fordon och avancerade språkmodeller som ChatCPT har ställt diskussionen kring AI-systemens rättsliga problematik på sin spets. LÄS MER