All-Clear Flare Prediction Using Interval-based Time Series Classifiers.
Anli JiBerkay AydinManolis K. GeorgoulisRafal A. AngrykPublished in: IEEE BigData (2020)
Keyphrases
- financial time series
- prediction accuracy
- moving average
- ensemble classifier
- box jenkins
- exponential smoothing
- support vector
- prediction model
- prediction algorithm
- test set
- decision trees
- chaotic time series
- dynamic time warping
- symbolic representation
- non stationary
- stock market
- training data
- classification systems
- training samples
- learning algorithm
- mackey glass
- neural networks and support vector machines
- training set
- active learning
- linear classifiers
- supervised classification
- classification models
- neural network
- real valued
- machine learning methods
- classification method