Nathalie Vialaneix
Nathalie Vialaneix publishes mostly in Artificial Intelligence, Molecular Biology and Genetics, on topics such as Neural Networks and Applications, Gene expression and cancer classification and Bioinformatics and Genomic Networks.
- World rank
- #935,617 of 1,633,909 ranked researchers
- Rank in France
- #58,002 of 96,116
- Works
- 77
- Citations
- 94
- Citations per work
- 1.2
What does Nathalie Vialaneix research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence24% of their works
- 2Molecular Biology18% of their works
- 3Genetics10% of their works
- 4Computer Vision and Pattern Recognition7% of their works
- 5Statistics and Probability5% of their works
- 6Signal Processing5% of their works
Research topics
- Neural Networks and Applications
- Gene expression and cancer classification
- Bioinformatics and Genomic Networks
- Advanced Clustering Algorithms Research
- Face and Expression Recognition
- Genetic Mapping and Diversity in Plants and Animals
- Sensory Analysis and Statistical Methods
- Genetic and phenotypic traits in livestock
Which keywords describe Nathalie Vialaneix's research?
The keywords of their largest research topics: Feature Selection, Neural Networks, Self-Organizing Maps, Gene Expression, Marker-Assisted Selection, Microarray, Clustering Algorithms and Dimensionality Reduction.
- Sensory Analysis
- Genomic Selection
- Quantitative Trait Loci
- Protein-Protein Interaction Networks
- Gene Set Enrichment Analysis
- Dimensionality Reduction
- Microarray
- Gene Expression
- Neural Networks
- Feature Selection
- Self-Organizing Maps
- Marker-Assisted Selection
- Clustering Algorithms
- Face Recognition
- K-means
- Genome-wide Association Studies
- Consumer Perception
- Plant Breeding
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 18 words, with their numbers
- Feature Selection92 topics
- Neural Networks91 topic
- Self-Organizing Maps91 topic
- Gene Expression51 topic
- Marker-Assisted Selection52 topics
- Microarray51 topic
- Clustering Algorithms41 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Gene Set Enrichment Analysis41 topic
- K-means41 topic
- Protein-Protein Interaction Networks41 topic
- Genome-wide Association Studies31 topic
- Quantitative Trait Loci31 topic
- Consumer Perception21 topic
- Genomic Selection21 topic
- Plant Breeding21 topic
- Sensory Analysis21 topic
Where does Nathalie Vialaneix work?
Nathalie Vialaneix's main affiliation in the publication record is Département mathématiques, informatique, sciences de la donnée et technologies du numérique, France.
How many publications and citations does Nathalie Vialaneix have?
Science Explorer counts 77 works and 94 citations for Nathalie Vialaneix, ranking #935,617 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.
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