Two fault classification methods for large systems when available data are limited.
Kyungmee O. KimMing Jian ZuoPublished in: Reliab. Eng. Syst. Saf. (2007)
Keyphrases
- data sets
- classification systems
- database
- data collection
- machine learning methods
- preprocessing
- bayesian methods
- data reduction
- classification method
- data mining techniques
- high dimensional data
- classification decisions
- benchmark datasets
- data processing
- computer systems
- benchmark data sets
- classification trees
- cross validation
- data sources
- data analysis
- missing values
- data structure
- statistical tests
- spectral clustering
- large scale data sets
- special features
- machine learning algorithms
- training samples
- statistical analysis
- learning algorithm
- neural network
- pattern recognition
- noisy data
- statistical methods
- distributed systems
- labeled data