Parameter Estimation and Pattern Validation in Flock Mining.
Rebecca OngMirco NanniChiara RensoMonica WachowiczDino PedreschiPublished in: NFMCP (2013)
Keyphrases
- parameter estimation
- markov random field
- maximum likelihood
- model selection
- least squares
- em algorithm
- pattern discovery
- parameter values
- maximum likelihood estimation
- approximate inference
- text mining
- expectation maximization
- posterior distribution
- random fields
- parameter estimation algorithm
- statistical models
- estimation problems
- sequential patterns
- structure learning
- model fitting
- data mining
- dynamic model
- itemsets