Imputation for Categorical Attributes with Probabilistic Reasoning.
Lian JinHongzhi WangHong GaoPublished in: WAIM (2013)
Keyphrases
- probabilistic reasoning
- categorical attributes
- missing values
- imputation methods
- missing data
- bayesian networks
- constraint satisfaction
- first order logic
- probabilistic inference
- belief networks
- incomplete data
- knowledge representation
- high dimensional data
- data sets
- logic programming
- information loss
- data points
- categorical data
- numerical attributes
- high dimensional
- continuous attributes
- pairwise
- association rules
- machine learning
- breast cancer