Missing the missing values: The ugly duckling of fairness in machine learning.
Fernando Martínez-PlumedCèsar FerriDavid NievesJosé Hernández-OralloPublished in: Int. J. Intell. Syst. (2021)
Keyphrases
- missing values
- machine learning
- missing data
- cost sensitive learning
- incomplete data
- missing information
- data imputation
- high dimensional data
- pattern recognition
- incomplete data sets
- missing data imputation
- machine learning algorithms
- feature selection
- exponential family
- data matrix
- missing attribute values
- feature values
- decision trees
- active learning
- imputation methods
- data sets
- knowledge discovery
- domain knowledge
- incomplete information
- high dimensional
- computer vision
- data mining