A Filter-APOSD approach for feature selection and linguistic knowledge discovery.
Jianping YuLaidi YuanTao ZhangJilin FuCao YuyangShaoxiong LiXueping XuPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- knowledge discovery
- feature selection
- preprocessing step
- wrapper method
- machine learning
- text categorization
- databases
- information gain
- feature extraction
- support vector
- natural language
- noise reduction
- text classification
- multi class
- data analysis
- feature space
- feature set
- high dimensionality
- data mining applications
- outlier detection
- web mining
- feature subset
- data mining and knowledge discovery
- unsupervised feature selection
- feature selection algorithms
- feature weighting
- sequential forward
- correlation based feature selection
- association rule mining
- data mining
- text mining
- natural language processing
- support vector machine
- neural network
- data mining techniques
- association rules
- method for feature selection
- classification accuracy
- linguistic knowledge
- conceptual clustering
- feature ranking
- knowledge discovery in databases
- median filter
- dimensionality reduction
- multi task
- mutual information