Dominique Mercier

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 29

Top Topics

Learning Models

Linguistically Motivated

Natural Language

Sentiment Analysis

Top Venues

Publications

Dominique Mercier, Andreas Dengel, Sheraz Ahmed
From private to public: benchmarking GANs in the context of private time series classification. Appl. Intell. 54 (20) (2024)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification. CoRR (2023)
Saifullah Saifullah, Dominique Mercier, Adriano Lucieri, Andreas Dengel, Sheraz Ahmed
Privacy Meets Explainability: A Comprehensive Impact Benchmark. CoRR (2022)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TimeREISE: Time Series Randomized Evolving Input Sample Explanation. Sensors 22 (11) (2022)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis. CoRR (2022)
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. ICAART (2) (2022)
Dominique Mercier, Jwalin Bhatt, Andreas Dengel, Sheraz Ahmed
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods. CoRR (2022)
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
PPML-TSA: A modular privacy-preserving time series classification framework. Softw. Impacts 12 (2022)
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. IEEE Trans. Ind. Informatics 18 (11) (2022)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TimeREISE: Time-series Randomized Evolving Input Sample Explanation. CoRR (2022)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Sheraz Ahmed, Andreas Dengel
Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. ICAART (Revised Selected Papers) (2021)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. IJCNN (2021)
Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. Sensors 21 (21) (2021)
Dominique Mercier, Adriano Lucieri, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. CoRR (2021)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. CoRR (2021)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. ICAART (2) (2021)
Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Interpreting Deep Models through the Lens of Data. CoRR (2020)
Dominique Mercier, Syed Tahseen Raza Rizvi, Vikas Rajashekar, Andreas Dengel, Sheraz Ahmed
ImpactCite: An XLNet-based method for Citation Impact Analysis. CoRR (2020)
Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSInsight: A local-global attribution framework for interpretability in time-series data. CoRR (2020)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
P2ExNet: Patch-Based Prototype Explanation Network. ICONIP (3) (2020)
Dominique Mercier, Shoaib Ahmed Siddiqui, Andreas Dengel, Sheraz Ahmed
Interpreting Deep Models through the Lens of Data. IJCNN (2020)
Dominique Mercier, Andreas Dengel, Sheraz Ahmed
P2ExNet: Patch-based Prototype Explanation Network. CoRR (2020)
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. ICANN (Workshop) (2019)
Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed
SentiCite: An Approach for Publication Sentiment Analysis. CoRR (2019)
Shoaib Ahmed Siddiqui, Dominique Mercier, Mohsin Munir, Andreas Dengel, Sheraz Ahmed
TSViz: Demystification of Deep Learning Models for Time-Series Analysis. IEEE Access 7 (2019)
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features. CoRR (2019)
Dominique Mercier, Akansha Bhardwaj, Andreas Dengel, Sheraz Ahmed
SentiCite - An Approach for Publication Sentiment Analysis. ICAART (2) (2018)
Syed Tahseen Raza Rizvi, Dominique Mercier, Stefan Agne, Steffen Erkel, Andreas Dengel, Sheraz Ahmed
Ontology-based Information Extraction from Technical Documents. ICAART (2) (2018)
Akansha Bhardwaj, Dominique Mercier, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel
Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. ICDAR (2017)
Dominique Mercier, Olivier Bonnin, Philippe Vialletelle
Achieving Optimal Cycle Time Improvement in a 300-mm Semiconductor Fab Using Dynamic Simulation and Design of Experiments. Simul. 79 (3) (2003)