Single-machine scheduling against due dates with past-sequence-dependent setup times. - Dirk Biskup; Jan Herrmann (Eur. J. Oper. Res., 2008)

Scheduling identical parallel machines with fixed delivery dates to minimize total tardiness. - Arne Mensendiek; Jatinder N. D. Gupta; Jan Herrmann (Eur. J. Oper. Res., 2015)

Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation. - Sidney Bender; Christopher J. Anders; Pattarawat Chormai; Heike Marxfeld; Jan Herrmann; Grégoire Montavon (ICCV (Workshops), 2023)

A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst Discovery. - Parastoo Semnani; Mihail Bogojeski; Florian Bley; Zizheng Zhang; Qiong Wu; Thomas Kneib; Jan Herrmann; Christoph Weisser; Florina Patcas; Klaus-Robert Müller (CoRR, 2024)

Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces. - Pattarawat Chormai; Jan Herrmann; Klaus-Robert Müller; Grégoire Montavon (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Towards Desiderata-Driven Design of Visual Counterfactual Explainers. - Sidney Bender; Jan Herrmann; Klaus-Robert Müller; Grégoire Montavon (CoRR, 2025)