tsfeaturex: An R Package for Automating Time Series Feature Extraction.
Nelson A. RoqueNilam RamPublished in: J. Open Source Softw. (2019)
Keyphrases
- feature extraction
- feature vectors
- dynamic time warping
- face recognition
- preprocessing
- wavelet transform
- image classification
- multivariate time series
- non stationary
- image processing
- feature extractors
- frequency domain
- principal component analysis
- dimension reduction
- gabor filters
- feature selection
- pattern classification
- extracted features
- iris recognition
- quasi periodic
- chronic hepatitis
- dimensionality reduction
- texture analysis
- face images
- artificial neural networks
- low level feature extraction
- texture classification
- linear discriminant analysis
- texture features
- support vector machine svm
- feature representation
- abnormal patterns
- feature space
- image feature extraction
- software package
- computer vision
- image preprocessing
- feature extraction and classification
- defect detection
- sequential data
- autoregressive
- manifold learning