A Boosted Evolutionary Neural Architecture Search for Time Series Forecasting with Application to South African COVID-19 Cases

Keyphrases

• Evolutionary Neural Architecture Search 100%
• Seq2Seq 66%
• Seasonal Autoregressive Integrated Moving Average (SARIMA) 66%
• Daily Cases 66%
• Highly Pathogenic Coronavirus 33%
• Optimal Search 33%
• Parameter Search 33%
• Neural Architecture 33%
• R2 Score 33%
• Feature Enrichment 33%
• Sequence-to-sequence 33%
• Forecast Horizon 33%
• Evolutionary Search 33%
• Architecture Search 33%
• Time Series Modeling 33%
• Error Score 33%
• Performance Accuracy 33%
• Gated Recurrent Unit 33%
• Human Expertise 33%

Engineering

• Simulation Result 100%
• Recurrent 100%
• Predicted Model 100%
• Learning Approach 100%
• Metrics 100%
• Deep Learning 100%

Computer Science

• Neural Architecture Search 100%
• Design Practice 50%
• Performance Metric 50%
• Feature Enrichment 50%
• Gated Recurrent Unit 50%
• Temporal Relationship 50%
• Deep Learning 50%
• Learning Approach 50%