Inference of gene regulatory Networks by Maximum-likelihood adaptive filtering and discrete fish School Search.
Yukun TanFernando B. Lima NetoUlisses M. Braga-NetoPublished in: MLSP (2018)
Keyphrases
- adaptive filtering
- gene regulatory networks
- maximum likelihood
- dynamic bayesian networks
- bayesian inference
- reverse engineering
- network model
- gene expression data
- hyperparameters
- biological data
- parameter estimation
- em algorithm
- structure learning
- bayesian networks
- filtering method
- expectation maximization
- denoising
- speech signal
- markov networks
- probabilistic inference
- probabilistic model
- particle filtering
- approximate inference
- maximum a posteriori
- maximum likelihood estimation
- image processing
- machine learning
- gene expression
- microarray
- pattern recognition
- feature selection
- computer vision