Papers
2022
Monday, January 17th
12:00 AM

A Functional Taxonomy of Data Quality Tools: Insights from Science and Practice

Marcel Altendeitering, Fraunhofer ISST, Germany
Martin Tomczyk, TU Dortmund University, Germany

12:00 AM

Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning

Johannes Jakubik, Karlsruhe Institute of Technology, Germany
Benedikt Blumenstiel, Karlsruhe Institute of Technology, Germany
Michael Vössing, Karlsruhe Institute of Technology, Germany
Patrick Hemmer, Karlsruhe Institute of Technology, Germany

12:00 AM

Non-Linear Hybrid Shrinkage of Weights for Forecast Selection and Combination

Felix Schulz, KU Eichstätt-Ingolstadt, Germany

12:00 AM

Predicting Static Stability with Data-Driven Physics in Air Cargo Palletizing

Philipp Gabriel Mazur, University of Cologne, Germany
No-San Lee, University of Cologne, Germany
Janik Euskirchen, University of Cologne, Germany
Detlef Schoder, University of Cologne, Germany

12:00 AM

Prescriptive Analytics in Procurement: Reducing Process Costs

Julian Sengewald, TU Dortmund, Germany
Richard Lackes, TU Dortmund, Germany

12:00 AM

Towards a model- and data-focused taxonomy of XAI systems

Jan-Peter Kucklick, Paderborn University (UPB), Germany

12:00 AM

XAI in the Audit Domain - Explaining an Autoencoder Model for Anomaly Detection

Nico Gnoss, University of Applied Sciences Hamburg, Germany
Martin Schultz, University of Applied Sciences Hamburg, Germany
Marina Tropmann-Frick, University of Applied Sciences Hamburg, Germany

12:00 AM