DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series

Keyphrases

• Multivariate Time Series 100%
• Time-aware 100%
• Gated Recurrent Unit 100%
• Dual Attention 100%
• Attention Time 100%
• Attention Mechanism 33%
• State-of-the-art Techniques 16%
• Data Quality 16%
• Machine Learning Models 16%
• Physiological Variables 16%
• Elapsed Time 16%
• Medical Knowledge 16%
• Mortality Risk 16%
• Attention Structure 16%
• Multivariate Time Series Data 16%
• Knowledge Quality 16%
• Clinical Records 16%
• New Symptoms 16%
• Medical Reasoning 16%
• Clinical Interpretation 16%
• Unreliability 16%

Computer Science

• Gated Recurrent Unit 100%
• Multivariate Time Series 100%
• Attention (Machine Learning) 40%
• Experimental Result 20%
• Machine Learning 20%
• Learning System 20%
• Time Series Data 20%
• Mortality Risk 20%
• Medical Knowledge 20%