Consumer Price Index Forecasting Based on Univariate Time Series and a Deep Neural Network.
Reynaldo RosadoAldis Joan AbreuJosé C. ArencibiaHector GonzalezYanio HernandezPublished in: IWAIPR (2021)
Keyphrases
- consumer price index
- neural network
- multivariate time series
- mackey glass
- chaotic time series
- neural network model
- forecasting accuracy
- artificial neural networks
- neural network is trained
- short term prediction
- recurrent neural networks
- financial time series
- bp neural network
- fault diagnosis
- weather forecasting
- self organizing maps
- back propagation
- non stationary
- phase space reconstruction
- phase space
- learning vector quantization
- neural nets
- feed forward
- short term
- arma model
- radial basis function
- short term load forecasting
- autoregressive
- fuzzy artmap
- moving average
- activation function
- multi layer
- prediction model
- fuzzy logic
- backpropagation neural network
- dynamic time warping
- box jenkins
- pattern recognition
- genetic algorithm