2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.SE2023
Designing Explainable Predictive Machine Learning Artifacts: Methodology and Practical Demonstration
Giacomo Welsch, Peter Kowalczyk
Prediction-oriented machine learning is becoming increasingly valuable to organizations, as it may drive applications in crucial business areas. However, decision-makers from compa…
cs.LG2022★ 2 cited
Towards a Taxonomy for the Use of Synthetic Data in Advanced Analytics
Peter Kowalczyk, Giacomo Welsch, Frédéric Thiesse
The proliferation of deep learning techniques led to a wide range of advanced analytics applications in important business areas such as predictive maintenance or product recommend…