Konstantin Pandl, M. Sc.

Konstantin Pandl, M. Sc.

Publications


Artificial Intelligence as a Service – Classification and Research Directions.
Lins, S.; Pandl, K. D.; Teigeler, H.; Thiebes, S.; Bayer, C.; Sunyaev, A.
2021. Business & information systems engineering, 63, 441–456. doi:10.1007/s12599-021-00708-w
How detection ranges and usage stops impact digital contact tracing effectiveness for COVID-19.
Pandl, K. D.; Thiebes, S.; Schmidt-Kraepelin, M.; Sunyaev, A.
2021. Scientific reports, 11 (1), Art.-Nr.: 9414. doi:10.1038/s41598-021-88768-6
Trustworthy machine learning for health care: scalable data valuation with the shapley value.
Pandl, K. D.; Feiland, F.; Thiebes, S.; Sunyaev, A.
2021. CHIL ’21: Proceedings of the Conference on Health, Inference, and Learning, April, 2021. Ed.: M. Ghassemi, 47–57, Association for Computing Machinery (ACM). doi:10.1145/3450439.3451861
What Your Radiologist Might be Missing: Using Machine Learning to Identify Mislabeled Instances of X-ray Images.
Rädsch, T.; Eckhardt, S.; Leiser, F.; Pandl, K. D.; Thiebes, S.; Sunyaev, A.
2021. Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS)
Drivers and Inhibitors for Organizations’ Intention to Adopt Artificial Intelligence as a Service.
Pandl, K. D.; Teigeler, H.; Lins, S.; Thiebes, S.; Sunyaev, A.
2021. Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS), 1769–1778, Institute of Electrical and Electronics Engineers (IEEE)
Optimization of system parameters for an online driving style recognition.
Dorr, D.; Pandl, K. D.; Gauterin, F.
2016. IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), Rio de Janeiro, Brazil, 1–4 November 2016, 302–307, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ITSC.2016.7795571

Research Interests

Machine Learning, Distributed Systems, Computer Security, Digital Health
Talks
Titel Tagung Autoren Referent

Blockchain for Science Conference