Novel Incremental Algorithms for Attribute Reduction From Dynamic Decision Tables Using Hybrid Filter-Wrapper With Fuzzy Partition Distance.
Long Giang NguyenLe Hoang SonTran Thi NganTran Manh TuanHo Thi PhuongMohamed Abdel-BassetAntônio Roberto L. de MacêdoVictor Hugo C. de AlbuquerquePublished in: IEEE Trans. Fuzzy Syst. (2020)
Keyphrases
- decision table
- attribute reduction
- rough set theory
- rough sets
- knowledge reduction
- incremental algorithms
- decision rules
- fuzzy partition
- discernibility matrix
- rough set model
- variable precision
- information entropy
- fuzzy sets
- decision trees
- feature selection
- data reduction
- condition attributes
- concept lattice
- variable precision rough set
- membership functions
- attribute values
- real time
- algorithm for attribute reduction
- fuzzy entropy
- image processing
- knowledge base
- artificial intelligence
- information retrieval