Not finding it? Sign in to also search OpenAlex live.
-
Unlocking the potential of unlabeled data: Self-supervised machine learning for battery aging diagnosis with real-world field data2024 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access
Qiao Wang, Min Ye, Sehriban Celik, Zhongwei Deng, Bin Li, Dirk Uwe Sauer, +1 more
32citations -
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
0citations -
Enhancing state of charge estimation of lithium-ion batteries via unlabeled data and self-supervised deep learning2026 SSRN Electronic Journal preprint Engineering Advanced Battery Technologies Research Open access
Qiao Wang, Min Ye, Yiming Ye, Dayu Zhang, Meng Wei, Yan Li (23143), +2 more
0citations -
Automated data labeling of building automation systems using time series data and conditional probabilities2023 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Mohamad Maghnie, Florian Stinner, Alexander Kümpel, Dirk Müller
1citations -
FLAG-X: Hybrid machine learning workflows for automated gating of clinical flow cytometry data2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Paul Martini, Marziyeh Mohammadi, Michael Christoph Thrun, David B. Blumenthal, Stefan W. Krause
0citations -
TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-State Multivariate Time-Series Data2025 Studies in computational intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
2citations -
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) conference-paper Computer Science Speech Recognition and Synthesis Open access
Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlüter, Hermann Ney
4citations -
Clustering neonatal and pediatric intensive care time series using k-means2026 German Medical Science (German Research Foundation) conference-paper Computer Science Time Series Analysis and Forecasting Open access
Anis Abdollahi-Sissan, Camelia Oprea, Lena Olivier, Mark Schoberer, André Stollenwerk
0citations -
MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
9citations -
Learning Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations2023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands conference-paper Computer Science Medical Image Segmentation Techniques Open access
M. (Monika) Grewal, D.A.G. (Dustin) van Weersel, H. Westerveld, P.A.N. (Peter) Bosman, T. (Tanja) Alderliesten
0citations -
EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative2024 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access
Julian Varghese, Alexander Karl-Georg Schuster, Broder Poschkamp, Kemal Yildirim, Johannes Benedict Oehm, Philipp Berens, +25 more
0citations -
Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making2026 Journal of Medical Internet Research article Computer Science Machine Learning in Healthcare Open access
Daniyal Selani, Rachel Knevel, Marcel Reinders, Erik B. van den Akker
0citations