Author: Guha, Paramita
Title: Spatiotemporal Analysis of COVID-19 Pandemic and Predictive Models based on Artificial Intelligence for different States of India Cord-id: eo63zghp Document date: 2021_6_9
ID: eo63zghp
Snippet: Geographical and spatial diversities play important roles in dynamics of spread of COVID-19 virus. These phenomena are not properly addressed in the literature yet. In this paper, COVID data of various states of India are collected. The data had been processed and analysed using an open-source software. A framework based on Susceptible, Infectious, Hospitalised, Recovered and Deaths model to determine the effects of geographical diversities of Indian states on COVID-19 pandemic has been develope
Document: Geographical and spatial diversities play important roles in dynamics of spread of COVID-19 virus. These phenomena are not properly addressed in the literature yet. In this paper, COVID data of various states of India are collected. The data had been processed and analysed using an open-source software. A framework based on Susceptible, Infectious, Hospitalised, Recovered and Deaths model to determine the effects of geographical diversities of Indian states on COVID-19 pandemic has been developed. The confirmed, cured and death cases due to the virus have been analysed for different state. Reasons behind the differences in number of cases in different states are identified. An improved Long-Short-Term-Memory algorithm has been developed to forecast the virus spread and recovery of patients for the next one month. Numerical results along with discussions are given.
Search related documents:
Co phrase search for related documents- local transmission and lstm model: 1, 2
- long short term and lstm model: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72
- long short term memory algorithm and lstm model: 1, 2, 3, 4
- long short term memory and lstm model: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72
Co phrase search for related documents, hyperlinks ordered by date