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Yongli Mou
Yongli Mou
Chair of Computer Science 5 - Information Systems and Databases, RWTH Aachen University
Geverifieerd e-mailadres voor dbis.rwth-aachen.de
Titel
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Jaar
Vision based pixel-level bridge structural damage detection using a link ASPP network
W Deng, Y Mou, T Kashiwa, S Escalera, K Nagai, K Nakayama, Y Matsuo, ...
Automation in Construction 110, 102973, 2020
482020
A privacy-preserving distributed analytics platform for health care data
S Welten, Y Mou, L Neumann, M Jaberansary, YY Ucer, T Kirsten, ...
Methods of information in medicine 61 (S 01), e1-e11, 2022
382022
Towards General Deep Leakage in Federated Learning
J Geng, Y Mou, F Li, Q Li, O Beyan, S Decker, C Rong
arXiv preprint arXiv:2110.09074, 2021
312021
Distributed Skin Lesion Analysis Across Decentralised Data Sources
Y Mou, S Welten, M Jaberansary, Y Ucer Yediel, T Kirsten, S Decker, ...
Public Health and Informatics, 352-356, 2021
122021
Improved Gradient Inversion Attacks and Defenses in Federated Learning
J Geng, Y Mou, Q Li, F Li, O Beyan, S Decker, C Rong
IEEE Transactions on Big Data, 2023
92023
Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics
S Welten, L Hempel, M Abedi, Y Mou, M Jaberansary, L Neumann, ...
Applied Sciences 12 (9), 4336, 2022
82022
Rare diseases in hospital information systems—an interoperable methodology for distributed data quality assessments
K Tahar, T Martin, Y Mou, R Verbuecheln, H Graessner, D Krefting
Methods of Information in Medicine 62 (03/04), 071-089, 2023
52023
Optimized federated learning on class-biased distributed data sources
Y Mou, J Geng, S Welten, C Rong, S Decker, O Beyan
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
52021
Distributed Learning for Melanoma Classification using Personal Health Train
Y Mou, S Welten, YU Yediel, T Kirsten, OD Beyan
arXiv preprint arXiv:2103.13226, 2021
42021
pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints
Y Mou, J Geng, F Zhou, O Beyan, C Rong, S Decker
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 283-294, 2023
12023
Distributed Data Quality Assessment Across CORD-MI Consortia
K Tahar, T Martin, Y Mou, M Adnan, S Geihs, H Graessner, D Krefting
Deutsche Gesellschaft für Medizinische Informatik, Biometrie und …, 2022
12022
Towards FAIR Data in Distributed Machine Learning Systems
Y Mou, F Guo, W Lu, Y Li, O Beyan, T Rose, S Dustdar, S Decker
GLOBECOM 2023-2023 IEEE Global Communications Conference, 6450-6455, 2023
2023
Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train
M Jugl, S Welten, Y Mou, YU Yediel, OD Beyan, U Sax, T Kirsten
arXiv preprint arXiv:2309.06171, 2023
2023
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train
Y Mou, F Li, S Weber, S Haneef, H Meine, L Caldeira, M Jaberansary, ...
Proceedings of the Conference on Research Data Infrastructure 1, 2023
2023
Self-sovereign Identity-based Access Control Management in Forestry 4.0
Y Mou, J Chen, Z Zhang, J Roßmann, S Decker
2023 10th International Conference on Future Internet of Things and Cloud …, 2023
2023
Towards Federated Machine Learning and Distributed Ledger Technology-based Data Monetization
T Himmelsbach, Y Mou, S Decker, A Heinzl
2023
Blockchain-based Cross-organizational Workflow Platform
J Geng, AA Rehman, Y Mou, S Decker, C Rong
2022 IEEE International Conference on Cloud Computing Technology and Science …, 2022
2022
SMITH Science Day 2022
M Jugl, S Welten, Y Mou, YU Yediel, O Beyan, U Sax, T Kirsten
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Artikelen 1–18