Search Results - subject:"Interactive machine learning"

Explanatory interactive machine learning : establishing an action design research process for machine learning projects

Pfeuffer, Nicolas; Baum, Lorenz; Stammer, Wolfgang; … - In: Business & information systems engineering 65 (2023) 6, pp. 677-701

Persistent link: https://www.econbiz.de/10014437161

ML Pro: digital assistance system for interactive machine learning in production

Neunzig, Christian; Möllensiep, Dennis; Kuhlenkötter, … - In: Journal of Intelligent Manufacturing 35 (2023) 7, pp. 3479-3499

The application of machine learning promises great growth potential for industrial production. The development process of a machine learning solution for industrial use cases requires multi-layered, sophisticated decision-making processes along the pipeline that can only be accomplished by...

Persistent link: https://www.econbiz.de/10015165821

Explanatory Interactive Machine Learning

Pfeuffer, Nicolas; Baum, Lorenz; Stammer, Wolfgang; … - In: Business & Information Systems Engineering 65 (2023) 6, pp. 677-701

results more interpretable, while Interactive Machine Learning integrates humans into the process of insight discovery. The … Machine Learning (XIL) is embedded in a generalizable Action Design Research (ADR) process – called XIL-ADR. This approach can … paper builds on recent successes in combining these two cutting-edge technologies and proposes how Explanatory Interactive …

Persistent link: https://www.econbiz.de/10015272815

ML Pro: digital assistance system for interactive machine learning in production

Neunzig, Christian; Möllensiep, Dennis; Kuhlenkötter, … - In: Journal of Intelligent Manufacturing 35 (2023) 7, pp. 3479-3499

Persistent link: https://www.econbiz.de/10015402116