Published in 2023 10th International Conference on Future Internet of Things and Cloud, 2023
Recommended citation: Mou Y, Chen J, Zhang Z, Roßmann J, Decker S. "Self-sovereign Identity-based Access Control Management in Forestry 4.0" In2023 10th International Conference on Future Internet of Things and Cloud (FiCloud). 2023 Aug 14 (pp. 159-166)
Published in In 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, 2023
Recommended citation: Mou, Y., Geng, J., Zhou, F., Beyan, O., Rong, C. and Decker, S. (2023). "pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints." In Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023. (pp. 283-294). Springer Nature, Cham.
Published in Methods of Information in Medicine, 2023
Recommended citation: Tahar K, Martin T, Mou Y, Verbuecheln R, Graessner H, Krefting D. (2023). " Rare Diseases in Hospital Information Systems–An Interoperable Methodology for Distributed Data Quality Assessments." Methods Inf Med, DOI:10.1055/a-2006-1018.
Published in IEEE Transactions on Big Data, 2022
Recommended citation: Geng J, Mou Y, Li Q, Li F, Beyan O, Decker S, Rong C. "Improved Gradient Inversion Attacks and Defenses in Federated Learning" IEEE Transactions on Big Data. 2023 Jan 23
Published in 2022 IEEE International Conference on Cloud Computing Technology and Science, 2022
Recommended citation: Geng J, Rehman AA, Mou Y, Decker S, Rong C. "Blockchain-based Cross-organizational Workflow Platform" In2022 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). 2022 Dec 13 (pp. 53-59)
Published in Applied Sciences, 2022
Recommended citation: Welten S, Hempel L, Abedi M, Mou Y, Jaberansary M, Neumann L, Weber S, Tahar K, Yediel Ucer Y, Löbe M, Decker S, Beyan O, Kirsten T. (2022). "Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics." Applied Sciences. 12, no. 9: 4336, DOI:10.3390/app12094336
Published in Methods of Information in Medicine, 2022
Recommended citation: Welten S, Mou Y, Neumann L, Jaberansary M, Yediel Ucer Y, Kirsten T, Decker S, Beyan O. (2022). "A Privacy-Preserving Distributed Analytics Platform for Health Care Data." Methods Inf Med. 0026-1270, DOI:10.1055/s-0041-1740564.
Published in In Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2021
Recommended citation: Mou Y, Geng J, Welten S, Chun R, Decker S, Beyan O. (2021). "Optimized Federated Learning on Class-biased Distributed Data Sources." In Joint European Conference on Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2021. Communications in Computer and Information Science, vol 1524. Springer, Cham. https://doi.org/10.1007/978-3-030-93736-2_13
Published in 31st Medical Informatics Europe Conference, 2021
Recommended citation: Mou Y, Welten S, Jaberansary M, Yediel YU, Kirsten T, Decker S, Beyan O. "Distributed Skin Lesion Analysis Across Decentralised Data Sources." Studies in health technology and informatics. 2021 May 27;281:352-6.
Published in Automation in Construction, 2020
Recommended citation: Deng W, Mou Y, Kashiwa T, Escalera S, Nagai K, Nakayama K, Matsuo Y, Prendinger H. (2020). "Vision based pixel-level bridge structural damage detection using a link ASPP network." Automation in Construction. 110, 102973.