Regularised PCA to denoise and visualise data.
Marie VerbanckJulie JosseFrançois HussonPublished in: Stat. Comput. (2015)
Keyphrases
- data sets
- high quality
- synthetic data
- raw data
- data collection
- experimental data
- data objects
- data analysis
- data sources
- data processing
- privacy preserving
- high dimensional data
- missing data
- principal component analysis
- spatial data
- covariance matrix
- databases
- sensor data
- data distribution
- image fusion
- input data
- data mining techniques
- knowledge discovery
- end users
- prior knowledge
- feature vectors
- data structure
- feature extraction
- neural network