A biclustering approach based on factor graphs and the max-sum algorithm.
Matteo DenittoAlessandro FarinelliMário A. T. FigueiredoManuele BicegoPublished in: Pattern Recognit. (2017)
Keyphrases
- factor graphs
- max sum algorithm
- message passing
- graphical models
- gene expression data
- approximate inference
- belief propagation
- latent variables
- exact inference
- distributed constraint optimization problems
- probabilistic inference
- markov networks
- probabilistic graphical models
- microarray
- bayesian networks
- random variables
- belief networks
- parameter learning
- model construction
- conditional random fields
- distributed systems
- markov random field
- query processing