Deep learning methods for forecasting COVID-19 time-Series data: A Comparative study

Computer Science

• Deep Learning Model 100%
• Autoencoder 100%
• Long Short-Term Memory Network 100%
• Deep Learning 100%
• Time Series Data 100%
• Superior Performance 50%
• Research Community 50%
• Recurrent Neural Network 50%
• Effective Management 50%
• Gated Recurrent Unit 50%

Keyphrases

• COVID-19 Time Series 100%
• COVID-19 Cases 66%
• Social Distancing Measures 33%
• Simple Recurrent Network 33%
• Recurrent Neural Network-long Short-term Memory 33%
• Bidirectional Long Short-term Memory (BiLSTM) 33%
• Global Prediction 33%
• Gated Recurrent Unit 33%
• Daily Confirmed Cases 33%

Chemical Engineering

• Deep Learning 100%
• Long Short-Term Memory 50%
• Recurrent Neural Network 25%