Multivariate time series early classification with interpretability using deep learning and attention mechanism

Keyphrases

• Early Classification 100%
• Multivariate Time Series 100%
• Dense Attention Mechanism 100%
• Deep Learning Scheme 100%
• Deep Learning 66%
• Attention Mechanism 66%
• Model Performance 66%
• Earliness 66%
• Mining Field 33%
• Performance Results 33%
• Biomedicine 33%
• Temporal Relations 33%
• Multivariate Time Series Data 33%
• Critical Segments 33%
• Model Interpretability 33%
• Data Rendering 33%

Computer Science

• Attention (Machine Learning) 100%
• Interpretability 100%
• Multivariate Time Series 100%
• Deep Learning Method 100%
• Performance Model 50%
• Decision-Making 25%
• Data Mining 25%
• Time Series Data 25%
• Learning Framework 25%

Neuroscience

• Decision-Making 100%