Encoding Time Series as Multi-Scale Signed Recurrence Plots for Classification Using Fully Convolutional Networks.
Ye ZhangYi HouShilin ZhouKewei OuyangPublished in: Sensors (2020)
Keyphrases
- multiscale
- pattern recognition
- classification method
- classification accuracy
- feature space
- decision trees
- automatic classification
- feature extraction
- preprocessing
- support vector
- feature selection
- feature vectors
- support vector machine svm
- classification scheme
- pattern classification
- restricted boltzmann machine
- classification models
- classification algorithm
- decision rules
- benchmark datasets
- dynamic time warping
- classification systems
- text classification
- image classification
- social networks
- symbolic representation
- multiple scales
- encoding scheme
- model selection
- machine learning methods
- non stationary
- unsupervised learning
- neural network
- natural images
- edge detection
- supervised learning
- image processing
- machine learning