Inference attacks on genomic data based on probabilistic graphical models.
Zaobo HeJunxiu ZhouPublished in: Big Data Min. Anal. (2020)
Keyphrases
- probabilistic graphical models
- genomic data
- graphical models
- high throughput
- biological data
- markov networks
- first order logic
- latent variables
- gene expression data
- approximate inference
- protein protein interactions
- belief propagation
- experimental conditions
- probabilistic inference
- exact inference
- gene expression
- conditional random fields
- data integration
- gene ontology
- parameter learning
- microarray
- data mining
- probabilistic model
- markov random field
- random variables
- structure learning
- belief functions
- maximum likelihood
- neural network