Achieving Optimal Cycle Time Improvement in a 300-mm Semiconductor Fab Using Dynamic Simulation and Design of Experiments. - Dominique Mercier; Olivier Bonnin; Philippe Vialletelle (Simul., 2003)

Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. - Akansha Bhardwaj; Dominique Mercier; Hisham Hashmi; Sheraz Ahmed; Andreas Dengel 001 (ICDAR, 2017)

DeepBIBX: Deep Learning for Image Based Bibliographic Data Extraction. - Akansha Bhardwaj; Dominik Mercier; Andreas Dengel 001; Sheraz Ahmed (ICONIP (2), 2017)

SentiCite - An Approach for Publication Sentiment Analysis. - Dominique Mercier; Akansha Bhardwaj; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2018)

Ontology-based Information Extraction from Technical Documents. - Syed Tahseen Raza Rizvi; Dominique Mercier; Stefan Agne; Steffen Erkel; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2018)

TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. - Mohsin Munir; Shoaib Ahmed Siddiqui; Ferdinand Küsters; Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (ICANN (Workshop), 2019)

TSViz: Demystification of Deep Learning Models for Time-Series Analysis. - Shoaib Ahmed Siddiqui; Dominique Mercier; Mohsin Munir; Andreas Dengel 001; Sheraz Ahmed (IEEE Access, 2019)

P2ExNet: Patch-Based Prototype Explanation Network. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (ICONIP (3), 2020)

Interpreting Deep Models through the Lens of Data. - Dominique Mercier; Shoaib Ahmed Siddiqui; Andreas Dengel 001; Sheraz Ahmed (IJCNN, 2020)

ImpactCite: An XLNet-based method for Citation Impact Analysis. - Dominique Mercier; Syed Tahseen Raza Rizvi; Vikas Rajashekar; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2020)

ImpactCite: An XLNet-based Solution Enabling Qualitative Citation Impact Analysis Utilizing Sentiment and Intent. - Dominique Mercier; Syed Tahseen Raza Rizvi; Vikas Rajashekar; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2021)

Utilizing Out-Domain Datasets to Enhance Multi-task Citation Analysis. - Dominique Mercier; Syed Tahseen Raza Rizvi; Vikas Rajashekar; Sheraz Ahmed; Andreas Dengel 001 (ICAART (Revised Selected Papers), 2021)

PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (IJCNN, 2021)

TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data. - Shoaib Ahmed Siddiqui; Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (Sensors, 2021)

Time to Focus: A Comprehensive Benchmark using Time Series Attribution Methods. - Dominique Mercier; Jwalin Bhatt; Andreas Dengel 001; Sheraz Ahmed (ICAART (2), 2022)

Privacy Meets Explainability: A Comprehensive Impact Benchmark. - Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2022)

TimeREISE: Time Series Randomized Evolving Input Sample Explanation. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (Sensors, 2022)

PPML-TSA: A modular privacy-preserving time series classification framework. - Dominique Mercier; Adriano Lucieri; Mohsin Munir; Andreas Dengel 001; Sheraz Ahmed (Softw. Impacts, 2022)

Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification. - Dominique Mercier; Adriano Lucieri; Mohsin Munir; Andreas Dengel 001; Sheraz Ahmed (IEEE Trans. Ind. Informatics, 2022)

TimeFrame: A Novel Framework for Interpretable and Privacy-Preserving Deep Learning for Time Series Analysis. - Dominique Mercier (2023)

The privacy-explainability trade-off: unraveling the impacts of differential privacy and federated learning on attribution methods. - Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel 001; Sheraz Ahmed (Frontiers Artif. Intell., 2024)

Towards privacy preserved document image classification: a comprehensive benchmark. - Saifullah Saifullah; Dominique Mercier; Stefan Agne; Andreas Dengel 001; Sheraz Ahmed (Int. J. Document Anal. Recognit., 2024)

From private to public: benchmarking GANs in the context of private time series classification. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (Appl. Intell., 2024)

FREQuency ATTribution: Benchmarking Frequency-based Occlusion for Time Series Data. - Dominique Mercier; Andreas Dengel 001; Sheraz Ahmed (CoRR, 2025)