Multi-label semantic segmentation of magnetic resonance images of the prostate gland.
Discov. Artif. Intell., 2024
Instance Segmentation with a Novel Tree Log Detection Dataset.
Proceedings of the KI 2024: Advances in Artificial Intelligence, 2024
A Note on Linear Time Series Prediction.
Proceedings of the KI 2024: Advances in Artificial Intelligence, 2024
A Novel Approach to Spectral Estimation and Moving Average Model Parameter Estimation.
IEEE Signal Process. Lett., 2023
Cyclic Nonlinear Correlation Analysis for Time Series.
IEEE Access, 2022
Singular Spectrum Analysis and Circulant Maximum Variance Frames.
Adv. Data Sci. Adapt. Anal., 2022
Structured Nonlinear Discriminant Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
κ-Circulant Maximum Variance Bases.
Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021
Comparison of Anomaly Detection and Solution Strategies for Household Service Robotics using Knowledge Graphs.
Proceedings of the 3rd IEEE International Conference on Artificial Intelligence in Engineering and Technology, 2021
Expected similarity estimation for large-scale anomaly detection.
PhD thesis, 2017
Expected similarity estimation for large-scale batch and streaming anomaly detection.
Mach. Learn., 2016
Constant Time EXPected Similarity Estimation for Large-Scale Anomaly Detection.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Constant Time EXPected Similarity Estimation using Stochastic Optimization.
CoRR, 2015
Kernel Feature Maps from Arbitrary Distance Metrics.
Proceedings of the KI 2015: Advances in Artificial Intelligence, 2015
Expected similarity estimation for large scale anomaly detection.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
LAT: A simple Learning from Demonstration method.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014
Transductive Learning for Multi-Task Copula Processes.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
Robot Learning by Demonstration with local Gaussian process regression.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010
Combining Gaussian Processes and Conventional Path Planning in a Learning from Demonstration Framework.
Proceedings of the Research and Education in Robotics - EUROBOT 2010, 2010
The Teaching-Box: A universal robot learning framework.
Proceedings of the 14th International Conference on Advanced Robotics, 2009