A Method for Retrieving Cloud-Top Height Based on a Machine Learning Model Using the Himawari-8 Combined with Near Infrared Data.
Yan DongXuejin SunQinghui LiPublished in: Remote. Sens. (2022)
Keyphrases
- input data
- statistical methods
- test data
- synthetic data
- mathematical model
- prior information
- machine learning
- prior knowledge
- data analysis
- probabilistic model
- experimental data
- cost function
- probability distribution
- noisy data
- data sets
- learning models
- modeling method
- statistical model
- objective function
- training data
- em algorithm
- similarity measure
- predictive model
- knowledge discovery
- linear model
- gaussian distribution
- data structure
- bayesian framework
- dimensional vector
- theoretical analysis
- graph representation
- regression analysis
- prediction model
- missing values
- machine learning methods
- image data
- evaluation method
- bayesian methods
- estimation process
- pairwise
- optimization method
- data points
- ls svm
- data mining techniques
- missing data
- training samples