Stable Classification in Environments with Varying Degrees of Uncertainty. - Andreas Buschermöhle; Nils Rosemann; Werner Brockmann (CIMCA/IAWTIC/ISE, 2008)

A generic concept to increase the robustness of embedded systems by trust management. - Werner Brockmann; Andreas Buschermöhle; Jens Hülsmann (SMC, 2010)

Trust Management - Handling Uncertainties in Embedded Systems. - Werner Brockmann; Andreas Buschermöhle; Jens Hülsmann; Nils Rosemann (Organic Computing, 2011)

Trusted learner: An improved algorithm for trusted incremental function approximation. - Andreas Buschermöhle; Jan H. Schoenke; Werner Brockmann (CIDUE, 2011)

Incorporating Dynamic Uncertainties into a Fuzzy Classifier. - Jens Hülsmann; Andreas Buschermöhle; Werner Brockmann (EUSFLAT Conf., 2011)

Uncertainty and Trust Estimation in Incrementally Learning Function Approximation. - Andreas Buschermöhle; Jan H. Schoenke; Werner Brockmann (IPMU (1), 2012)

A Structured View on Sources of Uncertainty in Supervised Learning. - Andreas Buschermöhle; Jens Hülsmann; Werner Brockmann (SUM, 2012)

COBRA - A Generic Architecture for Robust Treatment of Uncertain Information. - Werner Brockmann; Andreas Buschermöhle; Jan Hendrik Schoenke (GI-Jahrestagung, 2013)

A Generic Architecture for Robust Automatic Detection and Suppression of Sub-Harmonics. - Jens Hülsmann; Andreas Buschermöhle; Christian Lintze; Werner Brockmann (GI-Jahrestagung, 2013)

Stable On-Line Learning with Optimized Local Learning, But Minimal Change of the Global Output. - Andreas Buschermöhle; Werner Brockmann (ICMLA (2), 2013)

The Incremental Risk Functional: Basics of a Novel Incremental Learning Approach. - Andreas Buschermöhle; Jan H. Schoenke; Nils Rosemann; Werner Brockmann (SMC, 2013)

Reliable localized on-line learning in non-stationary environments. - Andreas Buschermöhle; Werner Brockmann (EAIS, 2014)

Reliable on-line machine learning for regression tasks in presence of uncertainties. - Andreas Buschermöhle (2014)

On-line learning with minimized change of the global mapping. - Andreas Buschermöhle; Werner Brockmann (Evol. Syst., 2015)