Dominique Mercier
Orcid: 0000-0001-8817-2744Affiliations:
- German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany
According to our database1,
Dominique Mercier
authored at least 23 papers
between 2003 and 2024.
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Bibliography
2024
From private to public: benchmarking GANs in the context of private time series classification.
Appl. Intell., October, 2024
Int. J. Document Anal. Recognit., September, 2024
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods.
Frontiers Artif. Intell., 2024
2023
TimeFrame: A Novel Framework for Interpretable and Privacy-Preserving Deep Learning for Time Series Analysis.
PhD thesis, 2023
2022
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.
IEEE Trans. Ind. Informatics, 2022
Softw. Impacts, 2022
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022
2021
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data.
Sensors, 2021
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Agents and Artificial Intelligence - 13th International Conference, 2021
ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
2019
IEEE Access, 2019
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018
2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
2003
Achieving Optimal Cycle Time Improvement in a 300-mm Semiconductor Fab Using Dynamic Simulation and Design of Experiments.
Simul., 2003