Jonathan Jakob

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Feature Relevance

Top Venues

Publications

Jonathan Jakob, André Artelt, Martina Hasenjäger, Barbara Hammer
Interpretable SAM-kNN Regressor for Incremental Learning on High-Dimensional Data Streams. Appl. Artif. Intell. 37 (1) (2023)
Jonathan Jakob, Martina Hasenjäger, Barbara Hammer
Incremental Human Gait Prediction without Catastrophic Forgetting. SSCI (2023)
Jonathan Jakob, André Artelt, Martina Hasenjäger, Barbara Hammer
SAM-kNN Regressor for Online Learning in Water Distribution Networks. CoRR (2022)
Jonathan Jakob, André Artelt, Martina Hasenjäger, Barbara Hammer
SAM-kNN Regressor for Online Learning in Water Distribution Networks. ICANN (3) (2022)
Jonathan Jakob, Martina Hasenjäger, Barbara Hammer
Reject Options for Incremental Regression Scenarios. ICANN (4) (2022)
Jonathan Jakob, Martina Hasenjäger, Barbara Hammer
On the suitability of incremental learning for regression tasks in exoskeleton control. SSCI (2021)
Fabian Hinder, Jonathan Jakob, Barbara Hammer
Analysis of Drifting Features. CoRR (2020)
Lukas Pfannschmidt, Jonathan Jakob, Fabian Hinder, Michael Biehl, Peter Tiño, Barbara Hammer
Feature relevance determination for ordinal regression in the context of feature redundancies and privileged information. Neurocomputing 416 (2020)
Lukas Pfannschmidt, Jonathan Jakob, Fabian Hinder, Michael Biehl, Peter Tiño, Barbara Hammer
Feature Relevance Determination for Ordinal Regression in the Context of Feature Redundancies and Privileged Information. CoRR (2019)
Lukas Pfannschmidt, Jonathan Jakob, Michael Biehl, Peter Tiño, Barbara Hammer
Feature relevance bounds for ordinal regression. ESANN (2019)
Lukas Pfannschmidt, Jonathan Jakob, Michael Biehl, Peter Tiño, Barbara Hammer
Feature Relevance Bounds for Ordinal Regression. CoRR (2019)