Gene Regulatory Network Inference as Relaxed Graph Matching.
Deborah WeighillMarouen Ben GuebilaCamila M. Lopes-RamosKimberly GlassJohn QuackenbushJohn PlatigRebekka BurkholzPublished in: AAAI (2021)
Keyphrases
- graph matching
- gene regulatory networks
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- graphical models
- network model
- pattern recognition
- pairwise
- reverse engineering
- graph matching algorithm
- gene expression data
- object recognition
- inexact graph matching
- conditional random fields
- matching algorithm
- biological data
- point sets
- probabilistic inference
- image matching
- pattern matching
- structure learning
- vector space
- computer vision
- particle filtering
- approximate inference
- markov networks
- bayesian networks
- machine learning
- first order logic
- maximum likelihood
- markov random field
- data analysis
- image processing