Investigating the Predictive Performance of Gaussian Process Machine Learning in Time Series Demographic Data Handling.
Shalini NagaratnamMuhammad Naeim Mohd ArisNuralea Natasya Amir HamdanPublished in: ICCAE (2024)
Keyphrases
- gaussian process
- data handling
- machine learning
- gaussian process models
- data analysis
- model selection
- gaussian processes
- regression model
- gaussian process regression
- data management
- data processing
- approximate inference
- latent variables
- hyperparameters
- bayesian framework
- semi supervised
- sparse approximations
- gaussian process classification
- expectation propagation
- data mining
- decision trees
- non stationary
- covariance function
- learning algorithm
- autoregressive
- natural language processing
- information extraction
- feature selection
- cross validation
- em algorithm
- maximum likelihood
- text mining
- databases