Sebastian Kauschke

16 papers A* 1B 6C 2Journal 2Unranked 4
YearRankTypeTitle / Venue / Authors
2019 B conf
Beta Distribution Drift Detection for Adaptive Classifiers.
ESANN
Lukas Fleckenstein, Sebastian Kauschke, Johannes Fürnkranz
2019 B conf
Mending is Better than Ending: Adapting Immutable Classifiers to Nonstationary Environments using Ensembles of Patches.
IJCNN
Sebastian Kauschke, Lukas Fleckenstein, Johannes Fürnkranz
2019 — —
Patching - A Framework for Adapting Immutable Classifiers to Evolving Domains.
Sebastian Kauschke
2019 B conf
Patching Deep Neural Networks for Nonstationary Environments.
IJCNN
Sebastian Kauschke, David Hermann Lehmann, Johannes Fürnkranz
2019 B conf
Towards Automatic Classification of Common Therapy Errors for Diabetes Therapy Support.
GLOBECOM
Jens Heuschkel, Sebastian Kauschke, Max Mühlhäuser
2019 C conf
{P}Net: privacy-preserving personalization of AI-based models by anonymous inter-person similarity networks.
MobiQuitous
Christian Meurisch, Sebastian Kauschke, Tim Grube, Bekir Bayrak, Max Mühlhäuser
2018 A* conf
Batchwise Patching of Classifiers.
AAAI
Sebastian Kauschke, Johannes Fürnkranz
2018 J jnl
Beta Distribution Drift Detection for Adaptive Classifiers.
CoRR
Lukas Fleckenstein, Sebastian Kauschke, Johannes Fürnkranz
2018 B conf
Leveraging Reproduction-Error Representations for Multi-Instance Classification.
DS
Sebastian Kauschke, Max Mühlhäuser, Johannes Fürnkranz
2018 — conf
More Data Matters: Improving CGM Prediction via Ubiquitous Data and Deep Learning.
UbiComp/ISWC Adjunct
Jens Heuschkel, Sebastian Kauschke
2018 J jnl
Towards Neural Network Patching: Evaluating Engagement-Layers and Patch-Architectures.
CoRR
Sebastian Kauschke, David Hermann Lehmann
2018 C conf
Towards Semi-Supervised Classification of Event Streams via Denoising Autoencoders.
ICMLA
Sebastian Kauschke, Max Mühlhäuser, Johannes Fürnkranz
2018 — conf
UPA'18: 3rd International Workshop on Ubiquitous Personal Assistance.
UbiComp/ISWC Adjunct
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
2016 B conf
Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype.
DS
Sebastian Kauschke, Johannes Fürnkranz, Frederik Janssen
2015 — conf
On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application.
LWA
Sebastian Kauschke, Frederik Janssen, Immanuel Schweizer
2014 — conf
Learning to Predict Component Failures in Trains.
LWA
Sebastian Kauschke, Immanuel Schweizer, Michael Fiebrig, Frederik Janssen