Lucas Baier is a research associate at the digital service innovation group within the Institute of Information Systems and Marketing (IISM). He is a member of the Applied AI in Services lab.
- Machine Learning in Data Streams
- Concept Drift Handling in Real-World Applications
- Sustainable Application of Machine Learning Models
- Analytics in Healthcare
If you are interested in writing a Bachelor or Master thesis, feel free to contact me at any time.
Lucas Baier studied Industrial Engineering at Karlsruhe Institute of Technology during his Bachelor and Master and spent a semester abroad in Madrid. He wrote his Master thesis in cooperation with ABB about the data-driven prediction of faults in a chemical batch process
Due to the interdisciplinary activities of KSRI researchers publication lists also contain publications that have not explicitly been developed in the course of their activities at KSRI.
Baier, L.; Kühl, N.; Schüritz, R.; Satzger, G.
2021. Journal of service management, 32 (2), 265–288. doi:10.1108/JOSM-06-2019-0173
Schemmer, M.; Heinz, D.; Baier, L.; Vössing, M.; Kühl, N.
2021. Proceedings of the 29th European Conference on Information Systems (ECIS), An Online AIS Conference, June 14 - 16, 2021
Baier, L.; Kellner, V.; Kühl, N.; Satzger, G.
2021. Hawaii International Conference on Systems Sciences (HICSS-54), January 5-8, 2021
Kühl, N.; Hirt, R.; Baier, L.; Schmitz, B.; Satzger, G.
2020. Communications of the Association for Information Systems
Baier, L.; Schöffer, J.; Kühl, N.
2020. ICIS 2020 – Making Digital Inclusive: Blending the Local and the Global : December 13-16, 2020
Baier, L.; Reimold, J.; Kühl, N.
2020. 2020 IEEE 22nd Conference on Business Informatics : CBI 2020 : Antwerp, Belgium, 22-24 June 2020 : proceedings. Vol. 1, 76–83, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CBI49978.2020.00016
Baier, L.; Hofmann, M.; Kühl, N.; Mohr, M.; Satzger, G.
2020. Proceedings of 15th International Conference on Wirtschaftsinformatik, 2020, Potsdam, Germany
Baier, L.; Kühl, N.; Schöffer, J.; Satzger, G.
2020. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000126905
Baier, L.; Jöhren, F.; Seebacher, S.
2019. ECIS 2019 proceedings . 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden, June 8-14, 2019. Research Papers, Paper: 163, AIS eLibrary (AISeL)
Baier, L.; Kühl, N.; Satzger, G.
2019. Hawaii International Conference on System Sciences (HICSS-52), Grand Wailea, Maui, Hawaii, Januar 8-11, 2019, 1085–1094, University of Hawai’i at Manoa / AIS