Markov Networks of Collateral Resistance: National Antimicrobial Resistance Monitoring System Surveillance Results from Escherichia coli Isolates, 2004-2012.
William J. LoveKelson A. ZawackJames G. BoothYrjo T. GrhnCristina LanzasPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- monitoring system
- markov networks
- health monitoring
- escherichia coli
- data acquisition
- graphical models
- maximum likelihood
- data sets
- probabilistic model
- belief propagation
- first order logic
- structure learning
- bayesian networks
- conditional random fields
- markov random field
- low cost
- inductive logic programming
- text mining
- data model
- data analysis