Time pattern reconstruction for classification of irregularly sampled time series.
Chenxi SunHongyan LiMoxian SongDerun CaiBaofeng ZhangShenda HongPublished in: Pattern Recognit. (2024)
Keyphrases
- reconstruction method
- image reconstruction
- pattern recognition
- pattern representation
- classification scheme
- classification accuracy
- text classification
- data mining
- classification algorithm
- pattern classification
- pattern matching
- classification models
- dynamic time warping
- feature space
- decision trees
- multi variate
- machine learning
- machine learning methods
- non stationary
- feature vectors
- feature extraction
- classification method
- classification rules
- class labels
- support vector machine
- artificial neural networks
- reconstruction process
- feature selection