Feature relevance bounds for ordinal regression. - Lukas Pfannschmidt; Jonathan Jakob; Michael Biehl; Peter Tiño; Barbara Hammer (ESANN, 2019)

Analysis of Drifting Features. - Fabian Hinder; Jonathan Jakob; Barbara Hammer (CoRR, 2020)

Feature relevance determination for ordinal regression in the context of feature redundancies and privileged information. - Lukas Pfannschmidt; Jonathan Jakob; Fabian Hinder; Michael Biehl; Peter Tiño; Barbara Hammer (Neurocomputing, 2020)

On the suitability of incremental learning for regression tasks in exoskeleton control. - Jonathan Jakob; Martina Hasenjäger; Barbara Hammer (SSCI, 2021)

SAM-kNN Regressor for Online Learning in Water Distribution Networks. - Jonathan Jakob; André Artelt; Martina Hasenjäger; Barbara Hammer (ICANN (3), 2022)

Reject Options for Incremental Regression Scenarios. - Jonathan Jakob; Martina Hasenjäger; Barbara Hammer (ICANN (4), 2022)

Incremental Human Gait Prediction without Catastrophic Forgetting. - Jonathan Jakob; Martina Hasenjäger; Barbara Hammer (SSCI, 2023)

Interpretable SAM-kNN Regressor for Incremental Learning on High-Dimensional Data Streams. - Jonathan Jakob; André Artelt; Martina Hasenjäger; Barbara Hammer (Appl. Artif. Intell., 2023)

Incremental Learning in Regression Contexts. - Jonathan Jakob (2024)