Fuzzy and Rough Set Theory Based Computational Framework for Mining Genetic Interaction Triplets From Gene Expression Profiles for Lung Adenocarcinoma.
Subhasree MajumderYogita ThakranVipin PalKuldeep SinghPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- computational framework
- rough set theory
- gene expression profiles
- rule generation
- rough sets
- fuzzy set theory
- rough fuzzy
- knowledge reduction
- fuzzy sets
- knowledge discovery
- clustering analysis
- attribute reduction
- computational model
- microarray
- gene expression
- rule extraction
- equivalence relation
- decision rules
- concept lattice
- variable precision rough set model
- decision table
- data mining
- microarray data
- information entropy
- gene selection
- gene expression data
- fuzzy rough sets
- data analysis
- fuzzy logic
- real world
- association rule mining
- pattern recognition
- image processing
- genetic algorithm
- itemsets
- information retrieval
- approximation spaces
- clustering method
- membership functions
- upper approximation
- data sets
- self organizing maps
- neural network