A Hybrid Model Integrating Singular Spectrum Analysis and Backpropagation Neural Network for Stock Price Forecasting.
Asmaa Y. FathiIhab A. El-KhodaryMuhammad SaafanPublished in: Rev. d'Intelligence Artif. (2021)
Keyphrases
- hybrid model
- backpropagation neural network
- artificial neural networks
- singular spectrum analysis
- forecasting accuracy
- support vector regression
- back propagation
- hybrid models
- neural network
- complex valued
- feed forward
- genetic algorithm
- change point detection
- back propagation neural network
- receiver operating characteristic
- multilayer perceptron
- neural network model
- support vector
- support vector machine svm
- training algorithm
- radial basis function
- regression model
- activation function
- real valued
- support vector machine
- data preprocessing
- non stationary
- bp neural network
- kernel function
- neural nets
- long term
- recurrent neural networks
- training data
- feature extraction
- face recognition