MacroPCA: An All-in-One PCA Method Allowing for Missing Values as Well as Cellwise and Rowwise Outliers.
Mia HubertPeter J. RousseeuwWannes Van Den BosschePublished in: Technometrics (2019)
Keyphrases
- missing values
- missing data
- incomplete data
- data imputation
- noisy data
- high dimensional data
- missing data imputation
- incomplete data sets
- missing information
- feature values
- exponential family
- pattern recognition
- outlier detection
- anomaly detection
- knowledge discovery
- domain knowledge
- data cleaning
- data matrix
- decision trees
- missing attribute values
- image processing
- neural network