Dominique Mercier

35 papers A 1B 2Journal 24Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
FREQuency ATTribution: benchmarking frequency-based occlusion for time series data.
Appl. Intell.
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2025 J jnl
FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2024 J jnl
From private to public: benchmarking GANs in the context of private time series classification.
Appl. Intell.
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2024 J jnl
The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods.
Frontiers Artif. Intell.
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2024 J jnl
Towards privacy preserved document image classification: a comprehensive benchmark.
Int. J. Document Anal. Recognit.
Saifullah Saifullah, Dominique Mercier, Stefan Agne, Andreas Dengel, Sheraz Ahmed
2023 J jnl
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2023 — —
TimeFrame: A Novel Framework for Interpretable and Privacy-Preserving Deep Learning for Time Series Analysis.
Dominique Mercier
2022 J jnl
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.
IEEE Trans. Ind. Informatics
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2022 J jnl
PPML-TSA: A modular privacy-preserving time series classification framework.
Softw. Impacts
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Privacy Meets Explainability: A Comprehensive Impact Benchmark.
CoRR
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods.
CoRR
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
2022 — conf
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods.
ICAART (2)
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
2022 J jnl
TimeREISE: Time Series Randomized Evolving Input Sample Explanation.
Sensors
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2022 J jnl
TimeREISE: Time-series Randomized Evolving Input Sample Explanation.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis.
CoRR
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
2021 J jnl
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification.
CoRR
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2021 — conf
ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent.
ICAART (2)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
2021 B conf
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification.
IJCNN
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2021 J jnl
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2021 J jnl
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data.
Sensors
Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2021 — conf
Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis.
ICAART (Revised Selected Papers)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
2020 J jnl
ImpactCite: An XLNet-based method for Citation Impact Analysis.
CoRR
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
2020 B conf
Interpreting Deep Models through the Lens of Data.
IJCNN
Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020 J jnl
Interpreting Deep Models through the Lens of Data.
CoRR
Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
2020 — conf
P2ExNet: Patch-Based Prototype Explanation Network.
ICONIP (3)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2020 J jnl
P2ExNet: Patch-based Prototype Explanation Network.
CoRR
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2020 J jnl
TSInsight: A local-global attribution framework for interpretability in time-series data.
CoRR
Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2019 J jnl
SentiCite: An Approach for Publication Sentiment Analysis.
CoRR
Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed
2019 J jnl
TSViz: Demystification of Deep Learning Models for Time-Series Analysis.
IEEE Access
Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
2019 — conf
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features.
ICANN (Workshop)
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2019 J jnl
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features.
CoRR
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
2018 — conf
Ontology-based Information Extraction from Technical Documents.
ICAART (2)
Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed
2018 — conf
SentiCite - An Approach for Publication Sentiment Analysis.
ICAART (2)
Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed
2017 A conf
Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis.
ICDAR
Akansha Bhardwaj, Dominique Mercier, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel
2003 J jnl
Achieving Optimal Cycle Time Improvement in a 300-mm Semiconductor Fab Using Dynamic Simulation and Design of Experiments.
Simul.
Dominique Mercier, Olivier Bonnin, Philippe Vialletelle