Dayananda Herurkar, M.Sc.

Contact +49 631 20575 2040 (Kaiserslautern)

Address (Kaiserslautern) Trippstadter Straße 12267663 Kaiserslautern

Publications

TaskFusion: Continual Anomaly Detection for Heterogeneous Tabular Data
Dayananda Herurkar; Federico Raue; Joachim Folz; Jörn Hees; Andreas Dengel
In: 35th International Conference on Artificial Neural Networks. International Conference on Artificial Neural Networks (ICANN-2026), located at ICANN26, September 14-17, Conference center of the School of Psychology, University of Padua, Italy, Pages 370-382, ISBN 978-3-032-38398-3, Springer Nature Switzerland, Cham, 2027.
Tabular Data Adapters: Pseudo-Labeling Unlabeled Private Tabular Data for Outlier Detection
Dayananda Herurkar; Jörn Hees; Vesselin Tzvetkov; Andreas Dengel
In: IEEE Access (Hrsg.). IEEE Access (IEEE), Vol. 14, Pages 25691-25705, IEEE, 2/2026.
Fin-Fed-OD: Enhancing Outlier Detection Using Federated Learning on Financial Tabular Data
Dayananda Herurkar; Ahmed Anwar; Sebastian Palacio; Jörn Hees; Andreas Dengel
In: International Conference on Federated Learning Technologies and Applications (FLTA). International Conference on Federated Learning Technologies and Applications (FLTA-2025), located at FLTA25, October 14-17, Dubrovnik, Croatia, Pages 40-47, DFKI Research Reports (RR), ISBN 979-8-3315-5670-9, IEEE, 1/2026.