Comparing Unsupervised Layers in Neural Networks for Financial Time Series Prediction.
Asmaa MahdiTillman WeydeDhiya Al-JumeilyPublished in: DeSE (2019)
Keyphrases
- neural network
- neural network model
- artificial neural networks
- multi layer
- recurrent neural networks
- pattern recognition
- competitive learning
- non stationary
- unsupervised learning
- stock market
- single layer
- back propagation
- semi supervised
- fuzzy logic
- data driven
- moving average
- financial forecasting
- feed forward neural networks
- stock price
- network architecture
- rbf neural network
- function approximation
- neural nets
- neuro fuzzy
- self organizing maps
- fault diagnosis
- genetic algorithm
- risk management
- learning tasks
- training algorithm
- activation function
- computational intelligence
- financial markets
- training data
- multivariate time series
- back propagation neural network
- clustering algorithm
- machine learning