Topological Machine Learning for Multivariate Time Series.
Chengyuan WuCarol Anne HargreavesPublished in: CoRR (2019)
Keyphrases
- multivariate time series
- machine learning
- multivariate time series data
- phase space reconstruction
- categorical data
- learning algorithm
- knowledge acquisition
- temporal data
- computer vision
- pattern recognition
- information extraction
- temporal patterns
- data mining
- support vector machine
- feature selection
- spatial structure
- autoregressive
- model selection
- dimension reduction
- unsupervised learning
- text classification
- data analysis
- human motion
- knowledge discovery