A Tri-Training method for lithofacies identification under scarce labeled logging data.
Xinyi ZhuHongbing ZhangQuan RenDailu ZhangFanxin ZengXinjie ZhuLingyuan ZhangPublished in: Earth Sci. Informatics (2023)
Keyphrases
- synthetic data
- training samples
- input data
- data sets
- test data
- training data
- data analysis
- training set
- noisy data
- prior knowledge
- database
- classification accuracy
- statistical methods
- training process
- correlation analysis
- high accuracy
- training examples
- support vector machine
- cost function
- missing data
- segmentation method
- training phase
- detection method
- data processing
- data collection
- supervised learning
- image data
- preprocessing
- data streams
- back propagation
- knowledge discovery
- data sources
- missing values
- high dimensional
- raw data
- original data
- data structure
- data mining
- labeled training data
- labeling process