Visually and statistically guided imputation of missing values in univariate seasonal time series.
Markus BöglPeter FilzmoserTheresia GschwandtnerSilvia MikschWolfgang AignerAlexander RindTim LammarschPublished in: VAST (2015)
Keyphrases
- missing values
- multivariate time series
- missing data
- data imputation
- incomplete data
- missing data imputation
- incomplete data sets
- high dimensional data
- exponential family
- missing attribute values
- data cleaning
- data matrix
- missing information
- imputation methods
- multiple imputation
- database
- dimension reduction
- input image
- semi supervised
- domain knowledge
- high dimensional
- decision trees