Precipitation prediction by integrating Rough Set on Fuzzy Approximation Space with Deep Learning techniques.
Tishya MannaA. AnithaPublished in: Appl. Soft Comput. (2023)
Keyphrases
- rough sets
- deep learning
- approximation spaces
- fuzzy sets
- rough set theory
- approximation operators
- fuzzy rough sets
- unsupervised learning
- soft computing
- machine learning
- lower and upper approximations
- decision rules
- information entropy
- rough fuzzy
- dominance relation
- fuzzy logic
- granular computing
- rule extraction
- upper and lower approximations
- data mining
- membership functions
- set pair analysis
- set theoretic
- attribute reduction
- knowledge reduction
- fuzzy measures
- decision table
- supervised learning
- computational intelligence
- pattern recognition
- upper approximation
- image processing
- fuzzy rules
- text mining
- approximate reasoning
- natural language processing
- equivalence relation
- knowledge discovery
- expert systems
- concept lattice