Introduction of seasonality concept in PSF algorithm to improve univariate time series predictions.
Neeraj BokdeAditya GuptaKishore KulatPublished in: PeerJ Prepr. (2016)
Keyphrases
- times faster
- detection algorithm
- dynamic programming
- preprocessing
- experimental evaluation
- worst case
- optimization algorithm
- genetic algorithm
- segmentation algorithm
- matching algorithm
- cost function
- k means
- search space
- computational complexity
- similarity measure
- learning algorithm
- real valued time series
- expectation maximization
- particle swarm optimization
- simulated annealing
- probabilistic model
- np hard