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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 Medicine Radiomics and Machine Learning in Medical Imaging 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 Computer Science Time Series Analysis and Forecasting Open access
Mohamad Maghnie, Florian Stinner, Alexander Kümpel, Dirk Müller
1citations -
Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction2021 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access
Marc-André Schulz, Bertrand Thirion, Alexandre Gramfort, Gaël Varoquaux, Danilo Bzdok
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 Single-cell and spatial transcriptomics Open access
Paul Martini, Marziyeh Mohammadi, Michael Christoph Thrun, David B. Blumenthal, Stefan W. Krause
0citations -
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 -
Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics) conference-paper Computer Science Machine Learning and Algorithms5citations
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Malware Traffic Classification Using Domain Adaptation and Ladder Network for Secure Industrial Internet of Things2021 IEEE Internet of Things Journal article Computer Science Network Security and Intrusion Detection
Guan Gui, Yu Wang, Jie Yang, Bamidele Adebisi, Song Ci, Haris Gacanin, +1 more
54citations -
A Novel Semi-Supervised Learning Framework for Specific Emitter Identification2022 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall) conference-paper Computer Science Wireless Signal Modulation Classification
Xue Gang Fu, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin, Fumiyuki Adachi
9citations