An approach for evolving neuro-fuzzy forecasting of time series based on parallel recursive singular spectrum analysis.
Selmo Eduardo Rodrigues JuniorGinalber Luiz de Oliveira SerraPublished in: Fuzzy Sets Syst. (2022)
Keyphrases
- neuro fuzzy
- singular spectrum analysis
- support vector regression
- complex valued
- recurrent neural networks
- change point detection
- wind power
- forecasting accuracy
- hybrid learning
- rainfall forecasting
- fuzzy rules
- data preprocessing
- neuro fuzzy systems
- forecasting model
- neural network
- kernel function
- short term
- neuro fuzzy network
- hybrid model
- artificial neural networks
- preprocessing
- support vector
- regression model
- real valued
- fuzzy neural network
- long term
- image processing
- variable length
- outlier detection
- support vector machine svm
- fuzzy sets
- fuzzy logic
- knowledge base
- learning algorithm
- machine learning