Application of Wavelet Transform for Machine Learning Classification of Time Series.
Lyudmyla KirichenkoOksana PichuginaTamara RadivilovaKyrylo PavlenkoPublished in: ISDMCI (2022)
Keyphrases
- machine learning
- wavelet transform
- machine learning methods
- decision trees
- pattern recognition
- support vector machine
- supervised learning
- pattern classification
- multiresolution
- classification systems
- feature selection
- classification algorithm
- model selection
- unsupervised learning
- support vector machine svm
- machine learning algorithms
- supervised classification
- classification models
- pattern recognition tasks
- data mining
- supervised machine learning
- image coding
- high frequency
- class labels
- semi supervised learning
- text classification
- image compression
- feature extraction
- feature vectors
- inductive logic programming
- image processing
- multiscale
- machine learning approaches
- support vector
- classification scheme
- automatic classification
- training set
- subband
- learning tasks
- classification accuracy
- benchmark datasets