Essays about: "Risk model evaluation"

Showing result 11 - 15 of 257 essays containing the words Risk model evaluation.

  1. 11. Predicting Customer Churn and Customer Lifetime Value (CLV) using Machine Learning

    University essay from Lunds universitet/Matematisk statistik

    Author : Magnus Gerde; [2023]
    Keywords : Churn; CLV; SVM; Logistic Regression; Linear Regression; Random Forest Model; Mathematics and Statistics;

    Abstract : In an evermore competitive environment for companies and business, predictive customer behaviour models can give companies a competitive edge over its competitors. Two such important predictive behaviour models are customer churn models and customer lifetime value (CLV) models. READ MORE

  3. 12. Evaluation and Selection of Routes for Automated Road Freight Vehicles : Using the analytical hierarchy process (AHP) to evaluate andselect potential routes for automated driving systems (ADS) in the road freight industry when considering the operational design domain (ODD) and strategic criteria

    University essay from KTH/Produktionsutveckling

    Author : Jan Kauper; [2023]
    Keywords : ;

    Abstract : Researchers anticipate the road freight industry to be among the first ones to integrate automated driving systems (ADS) in their operations. Matching the driving capabilities with suitable routes is pivotal for deploying ADS at early stages. READ MORE

  4. 13. A Transformer-Based Scoring Approach for Startup Success Prediction : Utilizing Deep Learning Architectures and Multivariate Time Series Classification to Predict Successful Companies

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

    Author : Gustaf Halvardsson; [2023]
    Keywords : Machine learning; Time Series Classification; Transformers; Gated Recurrent Unit; Venture Capital; Maskininlärning; tidsseriesklassifiering; Transformer; Gated Recurrent Unit; riskkapital;

    Abstract : The Transformer, an attention-based deep learning architecture, has shown promising capabilities in both Natural Language Processing and Computer Vision. Recently, it has also been applied to time series classification, which has traditionally used statistical methods or the Gated Recurrent Unit (GRU). READ MORE

  5. 14. Organizational Readiness for Initiating the Implementation of the RAMP Tool : A case study of LKAB Malmberget

    University essay from KTH/Ergonomi

    Author : Katerina Kraus; [2023]
    Keywords : Systematic work environment management; RAMP tool; organizational readiness; implementation of risk management tool;

    Abstract : In Sweden, all employers are obligated to provide occupational health services that prevent and eliminate health risks in the workplace. Risk assessment is one of the recommended procedures of systematic work environment management that employers shall conduct to investigate the occurrence of workplace risks. READ MORE

  6. 15. Credit Exposure Modelling Using Differential Machine Learning

    University essay from Lunds universitet/Matematisk statistik

    Author : Måns Karp; Samuel Wagner; [2023]
    Keywords : Counterparty credit risk; Differential machine learning; Exposure modelling; Heston model; Option pricing; Mathematics and Statistics;

    Abstract : Exposure modelling is a critical aspect of managing counterparty credit risk, and banks worldwide invest significant time and computational resources in this task. One approach to modelling exposure involves pricing trades with a counterparty in numerous potential future market scenarios. READ MORE