Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals.
Tsung-Yu HsiehSuhang WangYiwei SunVasant G. HonavarPublished in: CoRR (2020)
Keyphrases
- neural network
- artificial neural networks
- real numbers
- dependence structure
- back propagation
- endpoints
- pattern recognition
- fuzzy artmap
- neural network model
- fuzzy logic
- self organizing maps
- interval data
- multivariate data
- nearest neighbor
- feed forward neural networks
- continuous variables
- multi layer perceptron
- variable selection
- neural nets
- information content
- fault diagnosis
- network model
- causal relationships
- constraint satisfaction problems
- statistical tests
- deep learning
- accurate classifiers
- regression model
- high dimensional