An "Estimate & Score Algorithm" for simultaneous parameter estimation and reconstruction of incomplete data on social networks.
Rachel A. HegemannErik A. LewisAndrea L. BertozziPublished in: Secur. Informatics (2013)
Keyphrases
- parameter estimation
- em algorithm
- incomplete data
- expectation maximization
- social networks
- maximum likelihood
- least squares
- learning algorithm
- model selection
- maximum likelihood estimation
- markov random field
- probabilistic model
- missing data
- estimation algorithm
- learning bayesian networks
- input data
- k means
- three dimensional
- feature selection