Development of an efficient parameter estimation method for the inference of Vohradský's neural network models of genetic networks.
Shuhei KimuraMasanao SatoMariko Okada-HatakeyamaPublished in: IJCNN (2013)
Keyphrases
- parameter estimation
- em algorithm
- maximum likelihood
- model selection
- neural network model
- least squares
- markov random field
- expectation maximization
- maximum likelihood estimation
- computer vision
- random fields
- high precision
- pairwise
- software engineering
- complex systems
- prior knowledge
- statistical models
- prior information
- similarity measure
- bayesian inference
- image processing