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Dayananda Herurkar
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Anno
Explaining anomalies using denoising autoencoders for financial tabular data
T Sattarov, D Herurkar, J Hees
arXiv preprint arXiv:2209.10658, 2022
72022
Cross-Domain Transformation for Outlier Detection on Tabular Datasets
D Herurkar, T Sattarov, J Hees, S Palacio, F Raue, A Dengel
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
32023
RECol: Reconstruction Error Columns for Outlier Detection
D Herurkar, M Meier, J Hees
German Conference on Artificial Intelligence (Künstliche Intelligenz), 60-74, 2023
22023
Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data
D Herurkar, S Palacio, A Anwar, J Hees, A Dengel
arXiv preprint arXiv:2404.14933, 2024
12024
ANP-W2V: Effects of Composition Methods for Embedding Adjective-Noun Pairs
D Herurkar, P Blandfort, F Raue, J Hees, A Dengel
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
12021
Tab-Distillation: Impacts of Dataset Distillation on Tabular Data For Outlier Detection
D Herurkar, F Raue, A Dengel
Proceedings of the 5th ACM International Conference on AI in Finance, 804-812, 2024
2024
FedAD-Bench: A Unified Benchmark for Federated Unsupervised Anomaly Detection in Tabular Data
A Anwar, B Moser, D Herurkar, F Raue, V Hegiste, T Legler, A Dengel
arXiv preprint arXiv:2408.04442, 2024
2024
Explaining Anomalies using Denoising
T Sattarov, D Herurkar, J Hees
2023
RECol: Reconstruction Error Columns for Outlier Detection
J Hees, D Herurkar, M Meier
arXiv preprint arXiv:2102.02791, 2021
2021
Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection
D Herurkar, S Ishimaru, A Dengel
Proceedings of the 2018 ACM International Joint Conference and 2018 …, 2018
2018
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