| Tsviz: Demystification of deep learning models for time-series analysis SA Siddiqui, D Mercier, M Munir, A Dengel, S Ahmed IEEE Access 7, 67027-67040, 2019 | 111 | 2019 |
| Tsxplain: Demystification of dnn decisions for time-series using natural language and statistical features M Munir, SA Siddiqui, F Küsters, D Mercier, A Dengel, S Ahmed Artificial Neural Networks and Machine Learning–ICANN 2019: Workshop and …, 2019 | 30 | 2019 |
| Ontology-based Information Extraction from Technical Documents. STR Rizvi, D Mercier, S Agne, S Erkel, A Dengel, S Ahmed ICAART (2), 493-500, 2018 | 23 | 2018 |
| Impactcite: An xlnet-based method for citation impact analysis D Mercier, STR Rizvi, V Rajashekar, A Dengel, S Ahmed arXiv preprint arXiv:2005.06611, 2020 | 20 | 2020 |
| Evaluating privacy-preserving machine learning in critical infrastructures: A case study on time-series classification D Mercier, A Lucieri, M Munir, A Dengel, S Ahmed IEEE Transactions on Industrial Informatics 18 (11), 7834-7842, 2021 | 16 | 2021 |
| TSInsight: A local-global attribution framework for interpretability in time series data SA Siddiqui, D Mercier, A Dengel, S Ahmed Sensors 21 (21), 7373, 2021 | 16 | 2021 |
| Time to focus: A comprehensive benchmark using time series attribution methods D Mercier, J Bhatt, A Dengel, S Ahmed arXiv preprint arXiv:2202.03759, 2022 | 15 | 2022 |
| Deepbibx: Deep learning for image based bibliographic data extraction A Bhardwaj, D Mercier, A Dengel, S Ahmed Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 14 | 2017 |
| Privacy meets explainability: A comprehensive impact benchmark S Saifullah, D Mercier, A Lucieri, A Dengel, S Ahmed arXiv preprint arXiv:2211.04110, 2022 | 11 | 2022 |
| TimeREISE: Time series randomized evolving input sample explanation D Mercier, A Dengel, S Ahmed Sensors 22 (11), 4084, 2022 | 9 | 2022 |
| Senticite: An approach for publication sentiment analysis D Mercier, A Bhardwaj, A Dengel, S Ahmed arXiv preprint arXiv:1910.03498, 2019 | 9 | 2019 |
| PatchX: explaining deep models by intelligible pattern patches for time-series classification D Mercier, A Dengel, S Ahmed 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 8 | 2021 |
| P2exnet: Patch-based prototype explanation network D Mercier, A Dengel, S Ahmed Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020 | 6 | 2020 |
| Utilizing out-domain datasets to enhance multi-task citation analysis D Mercier, STR Rizvi, V Rajashekar, S Ahmed, A Dengel International Conference on Agents and Artificial Intelligence, 113-134, 2021 | 3 | 2021 |
| Interpreting deep models through the lens of data D Mercier, SA Siddiqui, A Dengel, S Ahmed 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 3 | 2020 |
| Challenges and perspectives in use of artificial intelligence to support treatment recommendations in clinical oncology G Duwe, D Mercier, C Wiesmann, V Kauth, K Moench, M Junker, ... Cancer medicine 13 (12), e7398, 2024 | 2 | 2024 |
| The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods S Saifullah, D Mercier, A Lucieri, A Dengel, S Ahmed Frontiers in Artificial Intelligence 7, 1236947, 2024 | 1 | 2024 |
| Towards privacy preserved document image classification: a comprehensive benchmark S Saifullah, D Mercier, S Agne, A Dengel, S Ahmed International Journal on Document Analysis and Recognition (IJDAR), 1-25, 2024 | 1 | 2024 |
| KITTU: Artificial intelligence supported clinical decisions in uro-oncology–an interdisciplinary study G Duwe, M Junker, D Mercier, W Seiz, N Debruin, OP Sharma, ... European Urology 83, S741, 2023 | 1 | 2023 |
| From private to public: benchmarking GANs in the context of private time series classification D Mercier, A Dengel, S Ahmed Applied Intelligence 54 (20), 9607-9621, 2024 | | 2024 |
Andreas DengelProfessor of Computer Science, University of Kaiserslautern & Executive Director, DFKIVerified email at dfki.de
