Multivariate Time Series Early Classification with Interpretability Using Deep Learning and Attention Mechanism.
En-Yu HsuChien-Liang LiuVincent S. TsengPublished in: PAKDD (3) (2019)
Keyphrases
- deep learning
- multivariate time series
- unsupervised learning
- machine learning
- attention mechanism
- pattern recognition
- dimension reduction
- supervised learning
- maximum likelihood
- categorical data
- image classification
- support vector
- feature extraction
- feature selection
- feature vectors
- autoregressive
- temporal data
- feature space