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 | 48 | 2020 |
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 | 38 | 2022 |
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 | 31 | 2021 |
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 | 12 | 2021 |
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 | 9 | 2023 |
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 | 8 | 2022 |
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 | 5 | 2023 |
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 | 5 | 2021 |
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 | 4 | 2021 |
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 | 1 | 2023 |
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 | 1 | 2022 |
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 | | |