Reservoir porosity assessment and anomaly identification from seismic attributes using Gaussian process machine learning.
Maulana Hutama Rahma PutraMaman HermanaIda Bagus Suananda YogiTouhid Mohammad HossainMuhammad Faris AbdurrachmanSaid Jadid Abdul KadirPublished in: Earth Sci. Informatics (2024)
Keyphrases
- gaussian process
- machine learning
- model selection
- gaussian processes
- regression model
- gaussian process regression
- latent variables
- approximate inference
- bayesian framework
- gaussian process classification
- gaussian process models
- semi supervised
- hyperparameters
- learning algorithm
- covariance function
- sparse approximations
- signal processing
- information extraction
- active learning
- expectation propagation
- marginal likelihood
- decision trees
- cross validation
- text mining
- prior knowledge
- transfer learning
- natural language processing
- computer vision