Forecasting chaotic cardiovascular time series with an adaptive slope multilayer perceptron neural network.
Nick StamatisDimitris ParthimosTudor M. GriffithPublished in: IEEE Trans. Biomed. Eng. (1999)
Keyphrases
- multilayer perceptron neural network
- mackey glass
- chaotic time series
- back propagation
- phase space reconstruction
- forecasting accuracy
- weather forecasting
- neural network
- function approximation
- phase space
- financial time series
- radial basis function
- multivariate time series
- arma model
- short term
- exponential smoothing
- bp neural network
- box jenkins
- moving average
- support vector regression
- hybrid model
- forecasting model
- garch model
- medium term
- neural network model
- stock market
- cellular automata
- long term
- chaotic neural network
- artificial neural networks
- dynamical systems
- learning algorithm
- arima model
- risk factors
- prediction model
- non stationary
- fuzzy logic
- blood pressure
- chaotic systems
- heart rate
- exchange rate
- chaotic dynamics
- autoregressive
- dynamic time warping