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Jann Goschenhofer
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High-resolution motor state detection in Parkinson’s disease using convolutional neural networks
FMJ Pfister, TT Um, DC Pichler, J Goschenhofer, K Abedinpour, M Lang, ...
Scientific reports 10 (1), 5860, 2020
502020
Multimodal Deep Learning
C Akkus, L Chu, V Djakovic, S Jauch-Walser, P Koch, G Loss, ...
arXiv preprint arXiv:2301.04856, 2023
242023
Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning
J Goschenhofer, FMJ Pfister, KA Yuksel, B Bischl, U Fietzek, J Thomas
Proceedings of the European Conference on Machine Learning and Principles …, 2019
222019
Deep Semi-supervised Learning for Time-Series Classification
J Goschenhofer
Deep Learning Applications, Volume 4, 361-384, 2023
162023
Positive-Unlabeled Learning with Uncertainty-aware Pseudo-label Selection
E Dorigatti, J Goschenhofer, B Schubert, M Rezaei, B Bischl
arXiv preprint arXiv:2201.13192, 2022
72022
Structured Verification of Machine Learning Models in Industrial Settings
SR Kaminwar, J Goschenhofer, J Thomas, I Thon, B Bischl
Big Data 11 (3), 181-198, 2023
42023
Approximately Bayes-optimal pseudo-label selection
J Rodemann, J Goschenhofer, E Dorigatti, T Nagler, T Augustin
Uncertainty in Artificial Intelligence, 1762-1773, 2023
32023
ConstraintMatch for Semi-constrained Clustering
J Goschenhofer, B Bischl, Z Kira
2023 International Joint Conference on Neural Networks (IJCNN), 1-10, 2023
22023
Developing better digital health measures of parkinson’s disease using free living data and a crowdsourced data analysis challenge
SK Sieberts, H Borzymowski, Y Guan, Y Huang, A Matzner, A Page, ...
PLOS Digital Health 2 (3), e0000208, 2023
12023
CC-Top: Constrained Clustering for Dynamic Topic Discovery
J Goschenhofer, P Ragupathy, C Heumann, B Bischl, M Aßenmacher
Proceedings of the The First Workshop on Ever Evolving NLP (EvoNLP), 26-34, 2022
12022
Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering
M Aßenmacher, L Rauch, J Goschenhofer, A Stephan, B Bischl, B Roth, ...
2023
Robust Colon Tissue Cartography with Semi-Supervision
J Dexl, M Benz, P Kuritcyn, T Wittenberg, V Bruns, C Geppert, A Hartmann, ...
Current Directions in Biomedical Engineering 8 (2), 344-347, 2022
2022
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