Imputation of attributes in networked data using Bayesian autocorrelation regression models.
Mark Patrick RoelingGeoff K. NichollsPublished in: Soc. Networks (2020)
Keyphrases
- regression model
- networked data
- response variable
- missing values
- regression methods
- model selection
- regression analysis
- multiple types
- higher order
- bayesian networks
- gaussian process
- multivariate regression
- community detection
- active learning
- information networks
- multiple linear regression
- social networks
- explanatory variables
- gaussian processes
- missing data
- software effort
- machine learning
- target variable
- background knowledge