Sebastian Kauschke

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 13

Top Venues

UbiComp/ISWC Adjunct

CoRR

LWA

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Sebastian Kauschke, Lukas Fleckenstein, Johannes Fürnkranz
Mending is Better than Ending: Adapting Immutable Classifiers to Nonstationary Environments using Ensembles of Patches. IJCNN (2019)
Jens Heuschkel, Sebastian Kauschke, Max Mühlhäuser
Towards Automatic Classification of Common Therapy Errors for Diabetes Therapy Support. GLOBECOM (2019)
Christian Meurisch, Sebastian Kauschke, Tim Grube, Bekir Bayrak, Max Mühlhäuser
{P}Net: privacy-preserving personalization of AI-based models by anonymous inter-person similarity networks. MobiQuitous (2019)
Lukas Fleckenstein, Sebastian Kauschke, Johannes Fürnkranz
Beta Distribution Drift Detection for Adaptive Classifiers. ESANN (2019)
Sebastian Kauschke, David Hermann Lehmann, Johannes Fürnkranz
Patching Deep Neural Networks for Nonstationary Environments. IJCNN (2019)
Sebastian Kauschke, Max Mühlhäuser, Johannes Fürnkranz
Leveraging Reproduction-Error Representations for Multi-Instance Classification. DS (2018)
Lukas Fleckenstein, Sebastian Kauschke, Johannes Fürnkranz
Beta Distribution Drift Detection for Adaptive Classifiers. CoRR (2018)
Sebastian Kauschke, David Hermann Lehmann
Towards Neural Network Patching: Evaluating Engagement-Layers and Patch-Architectures. CoRR (2018)
Sebastian Kauschke, Max Mühlhäuser, Johannes Fürnkranz
Towards Semi-Supervised Classification of Event Streams via Denoising Autoencoders. ICMLA (2018)
Jens Heuschkel, Sebastian Kauschke
More Data Matters: Improving CGM Prediction via Ubiquitous Data and Deep Learning. UbiComp/ISWC Adjunct (2018)
Sebastian Kauschke, Johannes Fürnkranz
Batchwise Patching of Classifiers. AAAI (2018)
Christian Meurisch, Philipp M. Scholl, Usman Naeem, Veljko Pejovic, Florian Müller, Elena Di Lascio, Pei-Yi (Patricia) Kuo, Sebastian Kauschke, Muhammad Awais Azam, Max Mühlhäuser
UPA'18: 3rd International Workshop on Ubiquitous Personal Assistance. UbiComp/ISWC Adjunct (2018)
Sebastian Kauschke, Johannes Fürnkranz, Frederik Janssen
Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype. DS (2016)
Sebastian Kauschke, Frederik Janssen, Immanuel Schweizer
On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application. LWA (2015)
Sebastian Kauschke, Immanuel Schweizer, Michael Fiebrig, Frederik Janssen
Learning to Predict Component Failures in Trains. LWA (2014)

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Publication Activity (10 Years)

Top Topics

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Sebastian Kauschke