Implementing the template method pattern in genetic programming for improved time series prediction.
David MoskowitzPublished in: Genet. Program. Evolvable Mach. (2018)
Keyphrases
- genetic programming
- pairwise
- detection method
- template matching
- high precision
- clustering method
- experimental evaluation
- preprocessing
- significant improvement
- cost function
- ls svm
- support vector machine svm
- support vector machine
- k means
- objective function
- least squares
- model selection
- multi objective
- synthetic data
- pattern matching
- cross validation
- classification method
- multiscale
- data sets