Daniela De Canditiis
Daniela De Canditiis publishes mostly in Statistics and Probability, Artificial Intelligence and Computer Vision and Pattern Recognition, on topics such as Image and Signal Denoising Methods, Statistical Methods and Inference and Genetic Mapping and Diversity in Plants and Animals.
- World rank
- #1,541,642 of 1,633,909 ranked researchers
- Rank in Italy
- #62,664 of 65,712
- Works
- 16
- Citations
- 17
- Citations per work
- 1.1
What does Daniela De Canditiis research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability22% of their works
- 2Artificial Intelligence17% of their works
- 3Computer Vision and Pattern Recognition11% of their works
- 4Computational Theory and Mathematics6% of their works
- 5Mechanics of Materials6% of their works
- 6Computational Mechanics6% of their works
Research topics
- Image and Signal Denoising Methods
- Statistical Methods and Inference
- Genetic Mapping and Diversity in Plants and Animals
- Gene expression and cancer classification
- Spectroscopy and Chemometric Analyses
- Bayesian Methods and Mixture Models
- Machine Learning and Data Classification
- Statistical and Computational Modeling
Which keywords describe Daniela De Canditiis's research?
The keywords of their largest research topics: Hyperspectral Imaging, Variable Selection, Clustering, Image Denoising, Lasso, Machine Learning, Regularization and Sparse Representations.
- Quantitative Trait Loci
- Near-Infrared Spectroscopy
- Mixture Models
- Inductive Modeling
- Genome-wide Association Studies
- GMDH-type Neural Networks
- Sparse Representations
- Machine Learning
- Image Denoising
- Variable Selection
- Hyperspectral Imaging
- Clustering
- Lasso
- Regularization
- Bayesian Inference
- Gene Expression
- Hyperparameter Optimization
- Microarray
- Multivariate Calibration
- Noisy Labels
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 20 words, with their numbers
- Hyperspectral Imaging32 topics
- Variable Selection32 topics
- Clustering22 topics
- Image Denoising21 topic
- Lasso21 topic
- Machine Learning22 topics
- Regularization21 topic
- Sparse Representations21 topic
- Bayesian Inference11 topic
- GMDH-type Neural Networks11 topic
- Gene Expression11 topic
- Genome-wide Association Studies11 topic
- Hyperparameter Optimization11 topic
- Inductive Modeling11 topic
- Microarray11 topic
- Mixture Models11 topic
- Multivariate Calibration11 topic
- Near-Infrared Spectroscopy11 topic
- Noisy Labels11 topic
- Quantitative Trait Loci11 topic
Where does Daniela De Canditiis work?
Daniela De Canditiis's main affiliation in the publication record is Istituto per le Applicazioni del Calcolo Mauro Picone, Italy.
How many publications and citations does Daniela De Canditiis have?
Science Explorer counts 16 works and 17 citations for Daniela De Canditiis, ranking #1,541,642 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.