Fuzzy Model Identification Using Monolithic and Structured Approaches in Decision Problems with Partially Incomplete Data.
Andrii ShekhovtsovJoanna KolodziejczykWojciech SalabunPublished in: Symmetry (2020)
Keyphrases
- decision problems
- incomplete data
- fuzzy model
- fuzzy modeling
- parameter identification
- missing values
- influence diagrams
- missing data
- nonlinear systems
- membership functions
- fuzzy systems
- input output
- fuzzy clustering
- data sets
- fuzzy inference system
- fuzzy rules
- information granulation
- optimal policy
- em algorithm
- nearest neighbor
- computational complexity
- bayesian networks
- decision making
- utility function
- input data
- fuzzy logic
- neural network