Improving in situ data acquisition using training images and a Bayesian mixture model.
Mohammad J. AbdollahifardGrégoire MariethozMohammadreza PourfardPublished in: Comput. Geosci. (2016)
Keyphrases
- data acquisition
- mixture model
- maximum likelihood
- em algorithm
- gaussian mixture model
- high speed
- dirichlet prior
- monitoring system
- low cost
- probabilistic model
- data processing
- density estimation
- generative model
- expectation maximization
- real time
- unsupervised learning
- model selection
- data collection
- data analysis
- high throughput
- variational inference
- generalized em algorithm
- supervisory control
- probabilistic mixture model
- bayesian networks
- mixture modeling
- language model
- gaussian mixture
- bayesian inference
- dirichlet distribution
- posterior probability
- information retrieval