Essays about: "Marcus Ankaräng"

Found 2 essays containing the words Marcus Ankaräng.

  1. 1. Opportunities with Modular Systems in Level Crossings : A Case Study in the Swedish Railway Industry

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Marcus Ankaräng; [2023]
    Keywords : level crossing; railway; modular system; systems engineering; systems development; plankorsning; järnväg; modulsystem; systemteknik; systemutveckling;

    Abstract : Level crossings are a dangerous part of railways, causing several deaths every year. While the safest solution is to remove crossings altogether using bridges or tunnels, this is complicated and cannot be done on a large scale. Many level crossings will therefore continue to exist. READ MORE

  3. 2. Comparison of Logistic Regression and an Explained Random Forest in the Domain of Creditworthiness Assessment

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Marcus Ankaräng; Jakob Kristiansson; [2021]
    Keywords : Classification; Creditworthiness; Explainable Artificial Intelligence; Logistic Regression; Machine Learning; Random Forest; SHAP; XAI;

    Abstract : As the use of AI in society is developing, the requirement of explainable algorithms has increased. A challenge with many modern machine learning algorithms is that they, due to their often complex structures, lack the ability to produce human-interpretable explanations. READ MORE