TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis.
Polina PilyuginaRodrigo Rivera-CastroEugeny BurnaevPublished in: CoRR (2020)
Keyphrases
- multivariate time series
- data analysis
- multivariate time series data
- temporal patterns
- categorical data
- temporal data
- data mining
- pattern discovery
- cluster analysis
- dimension reduction
- spatial structure
- knowledge discovery
- phase space reconstruction
- autoregressive
- data warehouse
- human motion
- high dimensional data
- principal component analysis
- three dimensional
- image segmentation