We stand with Ukraine

We stand with Ukraine

Dominique Mercier

Orcid: 0000-0001-8817-2744

Affiliations:

German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany

According to our database¹, Dominique Mercier authored at least 21 papers between 2003 and 2023.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Links

Online presence:

on orcid.org

On csauthors.net:

Bibliography

2023

TimeFrame: A Novel Framework for Interpretable and Privacy-Preserving Deep Learning for Time Series Analysis.

[BibT_eX]

[DOI]

Dominique Mercier

PhD thesis, 2023

From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification.

[BibT_eX]

[DOI]

Dominique Mercier

,

,

CoRR, 2023

2022

Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.

[BibT_eX]

[DOI]

Dominique Mercier

,

Adriano Lucieri

,

,

,

IEEE Trans. Ind. Informatics, 2022

PPML-TSA: A modular privacy-preserving time series classification framework.

[BibT_eX]

[DOI]

Dominique Mercier

,

Adriano Lucieri

,

,

,

Softw. Impacts, 2022

TimeREISE: Time Series Randomized Evolving Input Sample Explanation.

[BibT_eX]

[DOI]

Dominique Mercier

,

,

Sensors, 2022

Privacy Meets Explainability: A Comprehensive Impact Benchmark.

[BibT_eX]

[DOI]

Saifullah Saifullah

,

Dominique Mercier

,

Adriano Lucieri

,

,

CoRR, 2022

Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods.

[BibT_eX]

[DOI]

Dominique Mercier

,

,

,

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.

[BibT_eX]

[DOI]

Shoaib Ahmed Siddiqui

,

Dominique Mercier

,

,

Sensors, 2021

PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification.

[BibT_eX]

[DOI]

Dominique Mercier

,

,

Proceedings of the International Joint Conference on Neural Networks, 2021

Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis.

[BibT_eX]

[DOI]

Dominique Mercier

,

Syed Tahseen Raza Rizvi

,

Vikas Rajashekar

,

,

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.

[BibT_eX]

[DOI]

Dominique Mercier

,

Syed Tahseen Raza Rizvi

,

Vikas Rajashekar

,

,

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

ImpactCite: An XLNet-based method for Citation Impact Analysis.

[BibT_eX]

[DOI]

Dominique Mercier

,

Syed Tahseen Raza Rizvi

,

Vikas Rajashekar

,

,

CoRR, 2020

Interpreting Deep Models through the Lens of Data.

[BibT_eX]

[DOI]

Dominique Mercier

,

Shoaib Ahmed Siddiqui

,

,

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

P2ExNet: Patch-Based Prototype Explanation Network.

[BibT_eX]

[DOI]

Dominique Mercier

,

,

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

TSViz: Demystification of Deep Learning Models for Time-Series Analysis.

[BibT_eX]

[DOI]

Shoaib Ahmed Siddiqui

,

Dominique Mercier

,

,

,

IEEE Access, 2019

TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features.

[BibT_eX]

[DOI]

,

Shoaib Ahmed Siddiqui

,

Ferdinand Küsters

,

Dominique Mercier

,

,

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

Ontology-based Information Extraction from Technical Documents.

[BibT_eX]

[DOI]

Syed Tahseen Raza Rizvi

,

Dominique Mercier

,

,

,

,

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

SentiCite - An Approach for Publication Sentiment Analysis.

[BibT_eX]

[DOI]

Dominique Mercier

,

Akansha Bhardwaj

,

,

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

2017

DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction.

[BibT_eX]

[DOI]

Akansha Bhardwaj

,

Dominik Mercier

,

,

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis.

[BibT_eX]

[DOI]

Akansha Bhardwaj

,

Dominique Mercier

,

,

,

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.

[BibT_eX]

[DOI]

Dominique Mercier

,

,

Philippe Vialletelle

Simul., 2003

Loading...