Projekt | EuroDAT

Publikationen zum Projekt

1. FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data

   Ahmed Anwar; Brian Moser; Dayananda Herurkar; Federico Raue; Vinit Heiste; Tatjana Legler; Andreas Dengel

   In: 2nd Federated Learning Technologies and Applications Conference 2024. International Conference on Federated Learning Technologies and Applications (FLTA-2024), September 17-19, Valencia, Spain, IEEEXplore, 2024.
2. Cross-Domain Transformation for Outlier Detection on Tabular Datasets

   Dayananda Herurkar; Timur Sattarov; Jörn Hees; Sebastian Palacio; Federico Raue; Andreas Dengel

   In: IJCNN 2023 : International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2023), located at IJCNN, June 18-23, Gold Coast Convention and Exhibition Centre, Queensland, Australia, DFKI Research Reports (RR), IEEE Xplore, 2023.
3. Explaining Anomalies using Denoising Autoencoders for Financial Tabular Data

   Timur Sattarov; Dayananda Herurkar; Jörn Hees

   arXiv, 9/2022.