Publications

A. G. Villanueva Zacarias, R. Ghabri, and P. Reimann. AD4ML: Axiomatic Design to Specify Machine Learning Solutions for Manufacturing. 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI), 148-155, August 2020. [PUMA: axiomatic data-analytics design machine-learning manufacturing myown specification] URL

Alejandro Gabriel Villanueva Zacarias, Peter Reimann, and Bernhard Mitschang. A framework to guide the selection and configuration of machine-learning-based data analytics solutions in manufacturing. Procedia CIRP, (72):153--158, Elsevier BV, 2018. [PUMA: data-analytics machine-learning manufacturing myown] URL