Publications
Technical articles, blog posts and press articles on AI, machine learning and predictive analytics — in specialist journals, blogs and magazines.
heyprof – An AI-Powered Platform for Teaching
NXT Sustainability and Technology, Reutlingen University · March 2026, Version 1.0
heyprof is a web-based teaching platform with a context-sensitive AI tutor. At its core is a Socratic dialogue approach that guides students step by step — without providing ready-made solutions.
Partial Use of the IRBA
Zeitschrift für das gesamte Kreditwesen, Issue 19-2023
Analysis of the regulatory and economic implications of partial use of the Internal Ratings-Based Approach (IRBA) for capital calculation at banks.
Machine Learning for IRBA Rating Models
banking.vision Blog, August 2023
What role can machine learning play in the development and calibration of IRBA rating models? A practice-oriented overview of current ML methods and their suitability in regulated banking processes.
Capital Relief Through the IRBA
die bank, Issue 06/2023
Examination of opportunities for capital relief through strategic use of the Internal Ratings-Based Approach — with concrete recommendations for banks.
AI Web Application for Handwriting Recognition
c't Fotografie, Issue 06/2023
Tilo Gockel reports in c't Fotografie on the web application for handwriting recognition based on neural networks — developed at the Steinbeis Transfer Centre for Data Analytics and Predictive Modelling.
Interpretability of Machine Learning Models
Zeitschrift für das gesamte Kreditwesen, Issue 20-2021
Structured overview of current methods for the explainability of ML models in credit risk management and assessment of their practical use in banking practice.
ML Benchmarking for Rating Models
Zeitschrift für das gesamte Kreditwesen, Issue 24/2018
Systematic benchmark study: machine learning methods compared to classical statistical methods for the development of rating models in the banking sector.
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