Essays about: "Agnes Hansson"

Found 2 essays containing the words Agnes Hansson.

1. 1. Macroeconomic factors' impact on the number of bankruptcies among small and medium-sized companies

   University essay from KTH/Matematisk statistik

   Author : Agnes Hansson; Agnes Lindvall; [2020]
   Keywords : Bachelor thesis; bankruptcy; macroeconomic factors; multiple regression analysis; Kandidatuppsats; konkurs; makroekonomiska faktorer; multipel linjärregression; statistik.;

   Abstract : Small and medium-sized companies constitute a large part of the Swedish economy and are to a great extent exposed to the developments in the macroeconomy. There is a general consensus that it exists a relationship between these two components, but to what dimension is it true? The aim of this thesis is to evaluate if the number of bankruptcies among small and medium-sized companies can be explained by the situation in the macroeconomy. READ MORE

3. 2. Understanding people movement and detecting anomalies using probabilistic generative models

   University essay from KTH/Matematisk statistik

   Author : Agnes Hansson; [2020]
   Keywords : Machine Learning; Unsupervised Learning; Generative Models; Auto-encoders; Gaussian Mixture Models; Maskininlärning; Oövervakad inlärning; generativa modeller; auto-encoders; gaussiska mixtur-modeller;

   Abstract : As intelligent access solutions begin to dominate the world, the statistical learning methods to answer for the behavior of these needs attention, as there is no clear answer to how an algorithm could learn and predict exactly how people move. This project aims at investigating if, with the help of unsupervised learning methods, it is possible to distinguish anomalies from normal events in an access system, and if the most probable choice of cylinder to be unlocked by a user can be calculated. READ MORE