Hierarchical clustering of ensemble prediction using LOOCV predictable horizon for chaotic time series.
Shuichi KurogiNaoto ShimodaKazuya MatsuoPublished in: SSCI (2017)
Keyphrases
- hierarchical clustering
- chaotic time series
- neural network
- mackey glass
- phase space
- short term
- recurrent neural networks
- cluster ensemble
- rbf network
- phase space reconstruction
- back propagation neural network
- clustering method
- long term
- dynamic behavior
- function approximation
- prediction accuracy
- k means
- feed forward neural networks
- back propagation
- partitional clustering
- hierarchical clustering algorithm
- training data
- clustering algorithm
- prediction model
- single linkage
- chaotic systems
- radial basis function
- artificial neural networks
- ordinary differential equations
- ensemble methods
- learning tasks
- dynamical systems
- supervised learning
- nearest neighbor
- hierarchical clustering methods
- learning algorithm