Volgen
Dominique Mercier
Dominique Mercier
Geverifieerd e-mailadres voor dfki.de
Titel
Geciteerd door
Geciteerd door
Jaar
Tsviz: Demystification of deep learning models for time-series analysis
SA Siddiqui, D Mercier, M Munir, A Dengel, S Ahmed
IEEE Access 7, 67027-67040, 2019
402019
Ontology-based Information Extraction from Technical Documents.
STR Rizvi, D Mercier, S Agne, S Erkel, A Dengel, S Ahmed
ICAART (2), 493-500, 2018
142018
Tsxplain: Demystification of dnn decisions for time-series using natural language and statistical features
M Munir, SA Siddiqui, F Küsters, D Mercier, A Dengel, S Ahmed
International Conference on Artificial Neural Networks, 426-439, 2019
122019
Deepbibx: Deep learning for image based bibliographic data extraction
A Bhardwaj, D Mercier, A Dengel, S Ahmed
International Conference on Neural Information Processing, 286-293, 2017
92017
TSInsight: A Local-Global Attribution Framework for Interpretability in Time Series Data
SA Siddiqui, D Mercier, A Dengel, S Ahmed
Sensors 21 (21), 7373, 2021
52021
Interpreting deep models through the lens of data
D Mercier, SA Siddiqui, A Dengel, S Ahmed
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
32020
ImpactCite: An XLNet-based method for Citation Impact Analysis
D Mercier, STR Rizvi, V Rajashekar, A Dengel, S Ahmed
arXiv preprint arXiv:2005.06611, 2020
32020
An Approach for Publication Sentiment Analysis
D Mercier, A Bhardwaj, A Dengel, S Ahmed
3*2018
P2exnet: Patch-based prototype explanation network
D Mercier, A Dengel, S Ahmed
International Conference on Neural Information Processing, 318-330, 2020
22020
Time to focus: A comprehensive benchmark using time series attribution methods
D Mercier, J Bhatt, A Dengel, S Ahmed
arXiv preprint arXiv:2202.03759, 2022
12022
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification
D Mercier, A Lucieri, M Munir, A Dengel, A Sheraz
IEEE Transactions on Industrial Informatics, 2021
12021
PatchX: Explaining Deep Models by Intelligible Pattern Patches for Time-series Classification
D Mercier, A Dengel, S Ahmed
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
12021
Towards Privacy Preserved Document Image Classification-A Comprehensive Benchmark
S Saifullah, D Mercier, S Agne, A Dengel, S Ahmed
TechRxiv, 2022
2022
PPML-TSA: A modular privacy-preserving time series classification framework
D Mercier, A Lucieri, M Munir, A Dengel, S Ahmed
Software Impacts, 100286, 2022
2022
Utilizing Out-Domain Datasets to Enhance Multi-Task Citation Analysis
D Mercier, STR Rizvi, V Rajashekar, S Ahmed, A Dengel
arXiv preprint arXiv:2202.10884, 2022
2022
TimeREISE: Time-series Randomized Evolving Input Sample Explanation
D Mercier, A Dengel, S Ahmed
arXiv preprint arXiv:2202.07952, 2022
2022
Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis
A Bhardwaj, D Mercier, H Hashmi, A Dengel, S Ahmed
2017 14th IAPR International Conference on Document Analysis and Recognition …, 2017
2017
Het systeem kan de bewerking nu niet uitvoeren. Probeer het later opnieuw.
Artikelen 1–17