Essays about: "Filip Matz"

Found 2 essays containing the words Filip Matz.

1. 1. Explaining Automated Decisions in Practice : Insights from the Swedish Credit Scoring Industry

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

   Author : Filip Matz; Yuxiang Luo; [2021]
   Keywords : Explainable Artificial Intelligence; XAI implementation; Automated Decisions; Understandability; Interpretability; Practical Framework; Credit Scoring; Förklarbar artificiell intelligens; XAI implementation; automatiserade beslut; förklarbarhet; praktiskt ramverk; kreditupplysning;

   Abstract : The field of explainable artificial intelligence (XAI) has gained momentum in recent years following the increased use of AI systems across industries leading to bias, discrimination, and data security concerns. Several conceptual frameworks for how to reach AI systems that are fair, transparent, and understandable have been proposed, as well as a number of technical solutions improving some of these aspects in a research context. READ MORE

3. 2. Optimizing Product Assortments with Unknown Historical Transaction Data Using Nonparametric Choice Modeling and Random Forest Classification

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

   Author : Yuxiang Lou; Filip Matz; [2019]
   Keywords : ;

   Abstract : Assortment optimization is a crucial problem for many firms who need to make decisions on which products to stock in their stores in order to maximize revenues. Optimizing assortments usually entails fitting choice models to historical data. To a large extent, this becomes a problem of understanding consumer behavior. READ MORE