A Deep Learning Approach to Selecting Representative Time Steps for Time-Varying Multivariate Data.
William P. PorterYunhao XingBlaise R. von OhlenJun HanChaoli WangPublished in: IEEE VIS (Short Papers) (2019)
Keyphrases
- multivariate data
- deep learning
- high dimensional
- principal components
- unsupervised feature learning
- categorical data
- unsupervised learning
- machine learning
- parameter space
- mental models
- multivariate time series
- original data
- weakly supervised
- higher order
- object detection
- object recognition
- reinforcement learning
- multiscale