Estimation Method of Information System Functioning Quality Based on the Fuzzy Logic.
Nadiya VasylkivLesia DubchakAnatoliy SachenkoPublished in: MoMLeT+DS (2020)
Keyphrases
- fuzzy logic
- information systems
- prior knowledge
- computational cost
- fuzzy reasoning
- experimental evaluation
- classification method
- segmentation method
- detection method
- estimation algorithm
- high accuracy
- neural network
- classification accuracy
- probabilistic model
- significant improvement
- preprocessing
- maximum likelihood estimation
- parametric models
- estimation accuracy
- high precision
- linguistic variables
- support vector machine
- synthetic data
- em algorithm
- pairwise
- computational complexity
- high quality
- decision making
- machine learning