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Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy2023 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin Saehn, Peter Isfort, Christiane Katharina Kuhl, +3 more
3citations -
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more
52citations -
A recurrent neural network architecture to model physical activity energy expenditure in older people2022 Data Mining and Knowledge Discovery article Computer Science Context-Aware Activity Recognition Systems Open access
Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno Knobbe
31citations -
PATH: A discrete-sequence dataset for evaluating online unsupervised anomaly detection approaches for multivariate time series2025 Big Data Research article Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Thomas Bäck, Anna V. Kononova
2citations -
Assessing the Generalizability of a Performance Predictive Model2023 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access
Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, +3 more
0citations -
Sailing Towards Zero-Shot State Estimation using Foundation Models Combined with a UKF2025 IEEE Conference on Decision and Control (CDC) conference-paper Computer Science Target Tracking and Data Fusion in Sensor Networks Open access
Tobin Holtmann, David Stenger, Andrés Felipe Posada-Moreno, Friedrich Solowjow, Sebastian Trimpe
0citations -
3D Point Cloud Compression with Recurrent Neural Network and Image Compression Methods2022 IEEE Intelligent Vehicles Symposium conference-paper Computer Science Advanced Data Compression Techniques Open access
Till Beemelmanns, Yuchen Tao, Bastian Lampe, Lennart Reiher, Raphael van Kempen, Timo Woopen, +1 more
11citations -
Acceleration of the SPADE Method Using a Custom-Tailored FP-Growth Implementation2021 Frontiers in Neuroinformatics article Computer Science Data Mining Algorithms and Applications Open access
Florian Porrmann, Sarah Pilz, Alessandra Stella, Alexander Kleinjohann, Michael Denker, Jens Hagemeyer, +1 more
8citations -
Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure2024 ACM International Conference on Web Search and Data Mining (WSDM) conference-paper Computer Science Recommender Systems and Techniques Open access
Jiyuan Yang, Yue Ding, Yidan Wang, Pengjie Ren, Zhumin Chen, Fei Cai, +4 more
14citations -
Communication-efficient Decentralised Federated Learning via Low Huffman-coded Delta Quantization Scheme2024 International Wireless Communications and Mobile Computing Conference (IWCMC) conference-paper Computer Science Privacy-Preserving Technologies in Data
Mahdi Barhoush, Ahmad Ayad, Mohammad Kohankhaki, Anke Schmeink
5citations