Lucas Baier

Challenges in the Deployment and Operation of Machine Learning in Practice

Lucas Baier, Fabian Jöhren, Stefan Seebacher · Repository KITopen (Karlsruhe Institute of Technology) · 2019 · 110 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Human vs. supervised machine learning: Who learns patterns faster?

Niklas Kühl, Marc Goutier, Lucas Baier et al. · Cognitive Systems Research · 2022 · 42 citations · Full text

Artificial Intelligence, Instance-based Learning, Cognitive Science +7

How to Conduct Rigorous Supervised Machine Learning in Information Systems Research: The Supervised Machine Learning Report Card

Niklas Kühl, Robin Hirt, Lucas Baier et al. · Communications of the Association for Information Systems · 2021 · 39 citations · Full text

How to Cope with Change? - Preserving Validity of Predictive Services over Time

Lucas Baier, Niklas Kühl, Gerhard Satzger · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 2019 · 35 citations · Full text

Business Intelligence, Service Assurance, Business Analytics +21

Will the customers be happy? Identifying unsatisfied customers from service encounter data

Lucas Baier, Niklas Kühl, Ronny Schüritz et al. · Journal of service management · 2020 · 22 citations

Customer Experience, Customer Satisfaction, Business Intelligence +24