TSFEL: Time Series Feature Extraction Library.
Marília BarandasDuarte FolgadoLetícia FernandesSara SantosMariana AbreuPatrícia J. BotaHui LiuTanja SchultzHugo GamboaPublished in: SoftwareX (2020)
Keyphrases
- feature extraction
- multivariate time series
- preprocessing
- discriminant analysis
- image processing
- feature vectors
- feature selection
- feature space
- face recognition
- dimensionality reduction
- image classification
- dimension reduction
- pattern classification
- dynamic time warping
- pattern recognition
- linear feature extraction
- linear discriminant analysis
- autoregressive
- texture classification
- multidimensional time series
- chronic hepatitis
- data mining tasks
- manifold learning
- non stationary
- support vector machine svm
- feature set
- gabor filters
- palmprint
- metadata
- frequency domain
- extracted features
- data mining
- human identification
- weather forecasting
- low level feature extraction