A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators.
Sichen LiMélissa ZachariasJochem SnuverinkJaime Coello de PortugalFernando Pérez-CruzDavide ReggianiAndreas AdelmannPublished in: Inf. (2021)
Keyphrases
- pattern recognition
- financial time series
- classification scheme
- machine learning
- automatic classification
- classification accuracy
- decision trees
- support vector
- pattern classification
- classification method
- non stationary
- text classification
- weather forecasting
- short term
- benchmark datasets
- support vector machine svm
- multi class
- neural network
- image classification
- supervised learning
- feature extraction
- training samples
- data sets
- knn
- classification models
- dynamic time warping
- feature space
- preprocessing