Feature Selection With Local Density-Based Fuzzy Rough Set Model for Noisy Data.
Xiaoling YangHongmei ChenHao WangTianrui LiZeng YuZhihong WangChuan LuoPublished in: IEEE Trans. Fuzzy Syst. (2023)
Keyphrases
- noisy data
- rough set model
- feature selection
- rough sets
- decision rules
- high dimensionality
- variable precision rough set model
- fuzzy sets
- rule induction
- attribute reduction
- rough set theory
- decision table
- discernibility matrix
- fuzzy logic
- high dimensional
- feature ranking
- fuzzy rules
- membership functions
- missing values
- anomaly detection
- missing data
- text categorization
- training data
- feature set
- input data
- neural network
- machine learning
- clustering algorithm
- dominance relation
- feature extraction
- data reduction
- concept lattice
- classification models
- feature space
- support vector machine
- dimensionality reduction
- high dimensional data
- text classification
- model selection
- expert systems
- classification accuracy
- data analysis
- feature selection algorithms
- knowledge discovery
- feature subset selection
- decision trees
- data mining