Topological machine learning for multivariate time series.
Chengyuan WuCarol Anne HargreavesPublished in: J. Exp. Theor. Artif. Intell. (2022)
Keyphrases
- multivariate time series
- machine learning
- multivariate time series data
- temporal data
- temporal patterns
- pattern recognition
- categorical data
- learning algorithm
- autoregressive
- knowledge acquisition
- data mining
- computer vision
- dimension reduction
- information extraction
- spatial structure
- data analysis
- temporal information
- supervised learning
- nearest neighbor
- knowledge discovery
- probabilistic model
- phase space reconstruction