Distance estimation in numerical data sets with missing values.
Emil EirolaGauthier DoquireMichel VerleysenAmaury LendassePublished in: Inf. Sci. (2013)
Keyphrases
- missing values
- distance estimation
- incomplete data sets
- data sets
- missing attribute values
- high dimensional data
- missing data
- similarity search
- incomplete data
- categorical attributes
- unseen test data
- data imputation
- data matrix
- missing data imputation
- feature values
- missing information
- support vector
- original data
- database
- data sources
- training set
- imputation methods
- dimensionality reduction
- artificial neural networks
- model selection
- unseen data
- em algorithm
- training data
- low dimensional
- learning algorithm
- real world