Research Advances in Intelligent Computing

18COVID-19 Confirmed Case Prediction after Vaccination Using Deep Learning Models

Nigam Patel

Department of Information Technology, Government Engineering College Gandhinagar, Gujarat, India

Sahil Kumar Narola, Shubham Chaudhari, and Vishwa Dave

Department of Electronics and Communication, Lalbhai Dalpatbhai College of Engineering Ahmedabad, Gujarat, India

DOI: 10.1201/9781003320340-18

CONTENTS

• 18.1 Introduction

• 18.2 Literature Review

• 18.3 Proposed Approach

  • 18.3.1 Data Availability and Preprocessing

  • 18.3.2 Methodology

    • 18.3.2.1 LSTM Neural Network

    • 18.3.2.2 Stacked LSTM

    • 18.3.2.3 GRU Neural Network

    • 18.3.2.4 Stacked GRU Neural Network

  • 18.3.3 Performance Measures

  • 18.3.4 Results

    • 18.3.4.1 Device and Platform Availability

    • 18.3.4.2 Target Countries ...