Christophe Biernacki
Christophe Biernacki publishes mostly in Artificial Intelligence, Statistics and Probability and Signal Processing, on topics such as Bayesian Methods and Mixture Models, Advanced Clustering Algorithms Research and Statistical Methods and Bayesian Inference.
- World rank
- #742,988 of 1,633,909 ranked researchers
- Rank in France
- #45,913 of 96,116
- Works
- 56
- Citations
- 149
- Citations per work
- 2.7
What does Christophe Biernacki research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence50% of their works
- 2Statistics and Probability13% of their works
- 3Signal Processing6% of their works
- 4Building and Construction3% of their works
- 5Environmental Engineering3% of their works
- 6Accounting3% of their works
Research topics
Which keywords describe Christophe Biernacki's research?
The keywords of their largest research topics: Clustering, Mixture Models, Clustering Algorithms, High-Dimensional Data, Cluster Validation, K-means, Bayesian Modeling and Machine Learning.
- Digital Soil Mapping
- Causal Inference
- Bankruptcy Prediction
- Trajectory Data Mining
- GPS Trajectories
- Machine Learning
- K-means
- High-Dimensional Data
- Mixture Models
- Clustering
- Clustering Algorithms
- Cluster Validation
- Bayesian Modeling
- Multiple Imputation
- Regularization
- Variable Selection
- Bayesian Networks
- Credit Scoring
- Geostatistics
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.
All 19 words, with their numbers
- Clustering151 topic
- Mixture Models151 topic
- Clustering Algorithms142 topics
- High-Dimensional Data142 topics
- Cluster Validation111 topic
- K-means111 topic
- Bayesian Modeling41 topic
- Machine Learning42 topics
- Multiple Imputation41 topic
- GPS Trajectories31 topic
- Regularization31 topic
- Trajectory Data Mining31 topic
- Variable Selection31 topic
- Bankruptcy Prediction21 topic
- Bayesian Networks21 topic
- Causal Inference21 topic
- Credit Scoring21 topic
- Digital Soil Mapping21 topic
- Geostatistics21 topic
Where does Christophe Biernacki work?
Christophe Biernacki's main affiliation in the publication record is Laboratoire Paul Painlevé, France.
How many publications and citations does Christophe Biernacki have?
Science Explorer counts 56 works and 149 citations for Christophe Biernacki, ranking #742,988 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised 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 are in the interactive view on the map. Is this your page? Request a correction or removal.