tsflex: Flexible time series processing & feature extraction.
Jonas Van Der DoncktM. Jeroen Van Der DoncktEmiel DeprostSofie Van HoeckePublished in: SoftwareX (2022)
Keyphrases
- feature extraction
- real time
- information processing
- data processing
- principal component analysis
- frequency domain
- feature selection
- efficient processing
- pattern classification
- discriminant analysis
- support vector machine svm
- lightweight
- image classification
- dimensionality reduction
- dynamic time warping
- preprocessing
- image processing
- data mining
- temporal patterns
- extracted features
- feature representation
- defect detection
- linear feature extraction
- manifold learning
- wavelet transform
- multiresolution
- feature space
- pattern recognition
- face recognition
- computer vision
- data sets