| Towards automated auditing with machine learning R Sifa, A Ladi, M Pielka, R Ramamurthy, L Hillebrand, B Kirsch, D Biesner, ... Proceedings of the ACM Symposium on Document Engineering 2019, 1-4, 2019 | 43 | 2019 |
| Anonymization of German financial documents using neural network-based language models with contextual word representations D Biesner, R Ramamurthy, R Stenzel, M Lübbering, L Hillebrand, A Ladi, ... International Journal of Data Science and Analytics, 1-11, 2022 | 29 | 2022 |
| Tackling contradiction detection in german using machine translation and end-to-end recurrent neural networks M Pielka, R Sifa, LP Hillebrand, D Biesner, R Ramamurthy, A Ladi, ... 2020 25th International Conference on Pattern Recognition (ICPR), 6696-6701, 2021 | 14 | 2021 |
| Towards generating financial reports from tabular data using transformers CL Chapman, L Hillebrand, MR Stenzel, T Deußer, D Biesner, ... International Cross-Domain Conference for Machine Learning and Knowledge …, 2022 | 10 | 2022 |
| Transformer-based structuring of free-text radiology report databases S Nowak, D Biesner, YC Layer, M Theis, H Schneider, W Block, B Wulff, ... European Radiology 33 (6), 4228-4236, 2023 | 9 | 2023 |
| Combining variational autoencoders and transformer language models for improved password generation D Biesner, K Cvejoski, R Sifa Proceedings of the 17th International Conference on Availability …, 2022 | 6 | 2022 |
| Towards symmetry-aware pneumonia detection on chest x-rays H Schneider, M Lübbering, R Kador, M Broß, P Priya, D Biesner, B Wulff, ... 2022 IEEE Symposium Series on Computational Intelligence (SSCI), 543-550, 2022 | 5 | 2022 |
| Improving Intensive Care Chest X-Ray Classification by Transfer Learning and Automatic Label Generation. H Schneider, D Biesner, S Nowak, YC Layer, M Theis, W Block, B Wulff, ... ESANN, 2022 | 5 | 2022 |
| Generative deep learning techniques for password generation D Biesner, K Cvejoski, B Georgiev, R Sifa, E Krupicka arXiv preprint arXiv:2012.05685, 2020 | 5 | 2020 |
| Solving Subset Sum Problems using Binary Optimization with Applications in Auditing and Financial Data Analysis D Biesner, R Sifa, C Bauckhage Authorea Preprints, 2023 | 4 | 2023 |
| Interpretable Topic Extraction and Word Embedding Learning Using Non-Negative Tensor DEDICOM L Hillebrand, D Biesner, C Bauckhage, R Sifa Machine Learning and Knowledge Extraction 3 (1), 123-167, 2021 | 4 | 2021 |
| Hybrid Ensemble Predictor as Quality Metric for German Text Summarization: Fraunhofer IAIS at GermEval 2020 Task 3. D Biesner, E Brito, LP Hillebrand, R Sifa SwissText/KONVENS, 2020 | 4 | 2020 |
| Zero-shot text matching for automated auditing using sentence transformers D Biesner, M Pielka, R Ramamurthy, T Dilmaghani, B Kliem, R Loitz, ... 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 3 | 2022 |
| Solving subset sum problems using quantum inspired optimization algorithms with applications in auditing and financial data analysis D Biesner, T Gerlach, C Bauckhage, B Kliem, R Sifa 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 3 | 2022 |
| Advances in password recovery using generative deep learning techniques D Biesner, K Cvejoski, B Georgiev, R Sifa, E Krupicka Artificial Neural Networks and Machine Learning–ICANN 2021: 30th …, 2021 | 3 | 2021 |
| Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM L Hillebrand, D Biesner, C Bauckhage, R Sifa Machine Learning and Knowledge Extraction: 4th IFIP TC 5, TC 12, WG 8.4, WG …, 2020 | 3 | 2020 |
| Towards supervised extractive text summarization via RNN-based sequence classification E Brito, M Lübbering, D Biesner, LP Hillebrand, C Bauckhage arXiv preprint arXiv:1911.06121, 2019 | 3 | 2019 |
| Improving chest x-ray classification by rnn-based patient monitoring D Biesner, H Schneider, B Wulff, U Attenberger, R Sifa 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 2 | 2022 |
| Leveraging Contextual Text Representations for Anonymizing German Financial Documents D Biesner, R Ramamurthy, M Lübbering, B Fürst, H Ismail, L Hillebrand, ... Proc. Knowledge Discovery from Unstructured Data in Financial Services. AAAI, 2020 | 2 | 2020 |
| Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers S Nowak, H Schneider, YC Layer, M Theis, D Biesner, W Block, B Wulff, ... European Radiology, 1-10, 2023 | 1 | 2023 |
