Simplified outlier detection for improving the robustness of a fuzzy model.
Yali JinWeihua CaoMin WuYan YuanPublished in: Sci. China Inf. Sci. (2020)
Keyphrases
- outlier detection
- fuzzy model
- fuzzy modeling
- input output
- nonlinear systems
- membership functions
- fuzzy systems
- takagi sugeno
- fuzzy rules
- fraud detection
- detection algorithm
- data streams
- fuzzy sets
- fuzzy controller
- detect outliers
- credit card fraud detection
- density ratio estimation
- rule base
- detecting outliers
- fuzzy clustering
- high dimensional datasets
- knowledge discovery
- density estimation
- initial values
- data mining
- fuzzy inference system
- controller design
- artificial intelligence
- information retrieval
- information granulation
- distance based outlier detection
- computational intelligence
- artificial neural networks
- training data
- clustering algorithm
- knowledge base
- genetic algorithm
- machine learning