How to conduct rigorous supervised machine learning in information systems research: the supervised machine learning report card

N Kühl, R Hirt, L Baier, B Schmitz… - Communications of the …, 2021 - aisel.aisnet.org
In the last decade, applying supervised machine learning (SML) has become increasingly
popular in the information systems (IS) field. However, SML results rely on many different …

[PDF][PDF] Concept Drift Handling in Information Systems: Preserving the Validity of Deployed Machine Learning Models

L Baier - scholar.archive.org
Predictions computed by supervised machine learning models play a crucial role in a variety
of innovative applications in business and industry. Typically, value is generated as soon as …