List of supervised works

List of supervised works

List of supervised works by M. Sc. Eileen Witowski

(sorted in reverse chronological order)

  • Challenges in the use of machine learning in banks
  • Does pandemic risk affect insurance premiums?
  • Insurance 4.0

  • Performance comparison of exchange-traded and over-the-counter index funds

  • Sustainability in the investment of a Solvency II regulated insurance company
  • Materiality thresholds in the context of the risk assessment of a Financial Investment Management Company
  • Impact of Climate Change on the CAT Bond Market
  • Rare Event Predictive Modeling
  • InsurTechs
  • Credit Card Fraud Detection using Neural Networks
  • Analysis of the Cancellation Behavior in the Insurance Market
  • Principles for Sustainable Insurance
  • Predicting weekly CAT Bond Premia using Machine Learning Methods
  • The Impact of Exchange Traded Funds on the Stock Volatility
  • Prediction of Option Prices using Machine Learning Methods
  • The effect of the global financial crisis on the capital market
  • Predicting the direction of stock price index movements
  • Clustering approaches for financial data analysis
  • Predicting cat bond premia using machine learning methods
  • Credit risk analysis using deep learning algorithms
  • The Potential of Regression Models – A Comparative Study
  • Predicting the conclusion of insurance products: The CoIL Challenge 2000
  • The impact of ESG ratings on the firm value
  • Financial instruments for sustainable projects
  • Seasonality in cat bond premia on the secondary market
  • Performance differences in empirical studies: are they significant?
  • Detection and Prevention of Insurance Fraud
  • Behavioral Insurance: The influence of behavioral factors on the insurance decision
  • A Clustering Approach for Feature Selection in Forecasting Stock Prices Using Random Forest
  • Cancellation Analysis for insurance companies using Machine Learning Methods: An Empirical Analysis
  • Climate policy and its impact on the market value of companies
  • Forecasting of stock returns by neural networks
  • Weather derivatives - functionality, evaluation and areas of application in the company
  • Application of support vector machines in finance
  • Cancellation analysis in the insurance market using statistical methods
  • Application of clustering methods in finance
  • Machine Learning Methods for Financial Time Series Forecasting
  • Using Neural Networks to forecast Stock Market Developments
  • Theoretical fundamentals of machine learning methods and its application in finance
  • Forecast of CAT bond risk premia based on machine learning methods