Sökning: "Marcus Ankaräng"

Hittade 2 uppsatser innehållade orden Marcus Ankaräng.

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

   Master-uppsats, KTH/Skolan för industriell teknik och management (ITM)

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

   Sammanfattning : 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. LÄS MER

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

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

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

   Sammanfattning : 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. LÄS MER