MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series.
Dongyu LiuSarah AlnegheimishAlexandra ZytekKalyan VeeramachaneniPublished in: Proc. ACM Hum. Comput. Interact. (2022)
Keyphrases
- multivariate time series
- visual analytics
- multivariate time series data
- visual analysis
- interactive visualization
- predicting future
- data analysis
- learning analytics
- knowledge discovery
- temporal patterns
- temporal data
- autoregressive
- categorical data
- data mining methods
- dimension reduction
- subspace clustering
- stochastic processes
- databases
- data streams
- image processing
- human motion
- cluster analysis
- video sequences
- spatial structure
- metadata
- machine learning