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An Nguyen
An Nguyen
Friedrich-Alexander University Erlangen-Nürnberg (FAU)
Verifierad e-postadress på fau.de - Startsida
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Exploring misclassifications of robust neural networks to enhance adversarial attacks
L Schwinn, R Raab, A Nguyen, D Zanca, B Eskofier
Applied Intelligence, 2023
692023
Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson’s disease
A Nguyen, N Roth, NH Ghassemi, J Hannink, T Seel, J Klucken, ...
Journal of neuroengineering and rehabilitation 16, 1-14, 2019
472019
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring
A Nguyen, S Chatterjee, S Weinzierl, L Schwinn, M Matzner, B Eskofier
Process Mining Workshops: ICPM 2020 International Workshops, Padua, Italy …, 2021
432021
An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs
S Weinzierl, S Zilker, J Brunk, K Revoredo, A Nguyen, M Matzner, ...
arXiv preprint arXiv:2005.01194, 2020
222020
System design for a data-driven and explainable customer sentiment monitor using IoT and enterprise data
A Nguyen, S Foerstel, T Kittler, A Kurzyukov, L Schwinn, D Zanca, T Hipp, ...
IEEE Access 9, 117140-117152, 2021
162021
Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
L Schwinn, L Bungert, A Nguyen, R Raab, F Pulsmeyer, D Precup, ...
Proceedings of the 39th International Conference on Machine Learning, 2022
152022
Identifying untrustworthy predictions in neural networks by geometric gradient analysis
L Schwinn, A Nguyen, R Raab, L Bungert, D Tenbrinck, D Zanca, ...
Uncertainty in Artificial Intelligence, 854-864, 2021
142021
Comparative study on heart rate variability analysis for atrial fibrillation detection in short single-lead ecg recordings
A Nguyen, S Ansari, M Hooshmand, K Lin, H Ghanbari, J Gryak, ...
2018 40th annual international conference of the IEEE engineering in …, 2018
142018
Explain to not forget: Defending against catastrophic forgetting with xai
S Ede, S Baghdadlian, L Weber, A Nguyen, D Zanca, W Samek, ...
International Cross-Domain Conference for Machine Learning and Knowledge …, 2022
122022
Dynamically sampled nonlocal gradients for stronger adversarial attacks
L Schwinn, A Nguyen, R Raab, D Zanca, BM Eskofier, D Tenbrinck, ...
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
112021
Just a matter of scale? reevaluating scale equivariance in convolutional neural networks
T Altstidl, A Nguyen, L Schwinn, F Köferl, C Mutschler, B Eskofier, ...
2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023
32023
Conformance checking for a medical training process using petri net simulation and sequence alignment
A Nguyen, W Zhang, L Schwinn, B Eskofier
arXiv preprint arXiv:2010.11719, 2020
32020
Assessing the performance of remaining time prediction methods for business processes
J Roider, A Nguyen, D Zanca, BM Eskofier
IEEE Access, 2024
12024
Method for providing an item of satisfaction information about a customer's predicted satisfaction with regard to a medical device
A Nguyen, S Foerstel, M Schrapp, H Tobias, M Mecking
US Patent App. 17/375,306, 2022
12022
How Intermodal Interaction Affects the Performance of Deep Multimodal Fusion for Mixed-Type Time Series
S Dietz, T Altstidl, D Zanca, B Eskofier, A Nguyen
2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024
2024
Data-Centric Benchmarking of Neural Network Architectures for the Univariate Time Series Forecasting Task
P Schlieper, M Dombrowski, A Nguyen, D Zanca, B Eskofier
Forecasting 6 (3), 718, 2024
2024
Machine Learning in Healthcare and Business Analytics-Applications in Gait Analysis, Business Process Management, and Customer Service
A Nguyen
PQDT-Global, 2023
2023
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Artiklar 1–17