Dominique Mercier
Dominique Mercier publishes mostly in Artificial Intelligence, Genetics and Signal Processing, on topics such as Privacy-Preserving Technologies in Data, Explainable Artificial Intelligence (XAI) and Time Series Analysis and Forecasting.
- World rank
- #1,652,272 of 7,710,434 ranked researchers
- Rank in Germany
- #81,465 of 364,343
- Works
- 75
- Citations
- 1.4k
- Citations per work
- 18.3
What does Dominique Mercier research?
Dominique Mercier's work is mostly in Computer Science (44%), Biochemistry, Genetics and Molecular Biology (15%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences3344.2%
- Computer Science3344.2%
- Everything else3141.2%
- Life Sciences1114.6%
- 1Artificial Intelligence31% of their works
- 2Genetics9% of their works
- 3Signal Processing6% of their works
- 4Molecular Biology5% of their works
- 5Computer Vision and Pattern Recognition4% of their works
- 6Information Systems4% of their works
Research topics
- Privacy-Preserving Technologies in Data
- Explainable Artificial Intelligence (XAI)
- Time Series Analysis and Forecasting
- Anomaly Detection Techniques and Applications
- Genetic Mapping and Diversity in Plants and Animals
- Topic Modeling
- Adversarial Robustness in Machine Learning
- Radiomics and Machine Learning in Medical Imaging
Which keywords describe Dominique Mercier's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Time Series, Feature Extraction, Clustering, Differential Privacy and Dynamic Time Warping.
- Robustness
- Quantitative Trait Loci
- Machine Translation
- Adversarial Examples
- Anomaly Detection
- Interpretable Models
- Dynamic Time Warping
- Clustering
- Time Series
- Machine Learning
- Deep Learning
- Neural Networks
- Feature Extraction
- Differential Privacy
- Federated Learning
- Machine Learning Interpretability
- Unsupervised
- Genome-wide Association Studies
- Medical Imaging
- Radiomics
- Word Representation
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 21 words, with their numbers
- Deep Learning213 topics
- Machine Learning203 topics
- Neural Networks193 topics
- Time Series152 topics
- Feature Extraction142 topics
- Clustering81 topic
- Differential Privacy81 topic
- Dynamic Time Warping81 topic
- Federated Learning81 topic
- Interpretable Models81 topic
- Machine Learning Interpretability81 topic
- Anomaly Detection71 topic
- Unsupervised71 topic
- Adversarial Examples61 topic
- Genome-wide Association Studies61 topic
- Machine Translation61 topic
- Medical Imaging61 topic
- Quantitative Trait Loci61 topic
- Radiomics61 topic
- Robustness61 topic
- Word Representation61 topic
Where does Dominique Mercier work?
Dominique Mercier's main affiliation in the publication record is German Research Centre for Artificial Intelligence, Germany.
How many publications and citations does Dominique Mercier have?
OpenAlex counts 75 works and 1,369 citations for Dominique Mercier, an h-index of 18, ranking #1,652,272 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
Ask a question or share a note about Dominique Mercier. Keep it to the research: no personal attacks, advertising or links. Any reader can report a post, which collapses it for everyone until it is opened.