On rule acquisition methods for data classification in heterogeneous incomplete decision systems.
Zuqiang MengZhongzhi ShiPublished in: Knowl. Based Syst. (2020)
Keyphrases
- classification systems
- data mining techniques
- data sets
- classification decisions
- missing values
- preprocessing
- data reduction
- database
- missing data
- benchmark datasets
- statistical methods
- computer systems
- noisy data
- cross validation
- training samples
- incomplete data
- data analysis
- data quality
- benchmark data sets
- spatial data
- training data
- data structure
- high dimensional data
- data sources
- data collection
- data processing
- classification accuracy
- pattern recognition
- data mining
- rule discovery
- support vector
- classification rules
- machine learning
- machine learning methods
- data acquisition
- data mining algorithms
- support vector machine svm
- input data
- image classification
- decision trees
- distributed systems