A Study on Online ARIMA Algorithms applying various gradient descent optimization algorithms for Time Series Prediction.
Jun-Gi LeeHyunYong LeeNac-Woo KimByung-Tak LeePublished in: ICTC (2021)
Keyphrases
- data structure
- computational cost
- optimization problems
- computationally efficient
- social networks
- times faster
- computational efficiency
- query processing
- cost function
- theoretical analysis
- worst case
- discrete optimization
- optimization methods
- orders of magnitude
- benchmark datasets
- real time
- computational complexity
- data streams
- learning algorithm
- data sets