Hybrid Missing Value Imputation Algorithms Using Fuzzy C-Means and Vaguely Quantified Rough Set.
Daiwei LiHaiqing ZhangTianrui LiAbdelaziz BourasXi YuTao WangPublished in: IEEE Trans. Fuzzy Syst. (2022)
Keyphrases
- rough sets
- missing values
- fuzzy c means
- incomplete data
- rough set theory
- fuzzy clustering
- learning algorithm
- fuzzy clustering algorithms
- missing data
- information entropy
- attribute reduction
- data imputation
- decision rules
- genetic algorithm
- attribute reduction algorithm
- granular computing
- fuzzy logic
- data analysis
- pattern recognition
- high dimensional data
- particle swarm optimization
- data mining techniques
- nearest neighbor
- artificial neural networks
- clustering algorithm
- fcm algorithm
- knowledge base
- feature selection
- machine learning