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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Estimation of ML Algorithms for Epidemics of Infectious Diseases |
| Authors Name: | Mohita Sharma , Dr. R.S. Parihar |
| Unique Id: | IJSDR2104023 |
| Published In: | Volume 6 Issue 4, April-2021 |
| Abstract: | The study is based on an extension of the well-known machine learning algorithms and models. It is shown how social measures such as distancing, regional lockdowns, quarantine and global public health vigilance, influence the model parameters, which can eventually change the mortality rates and active contaminated cases over time, in the real world. As with all mathematical models, the predictive ability of the model is limited by the accuracy of the available data and to the so-called level of abstraction used for modeling the problem. In order to provide the broader audience of researchers a better understanding of spreading patterns of epidemic diseases, a short introduction on biological systems modeling is also presented and the python source codes for the simulations are provided online. |
| Keywords: | Machine Learning Algorithms (ML Algorithm), Infectious Diseases, Epidemics |
| Cite Article: | "Estimation of ML Algorithms for Epidemics of Infectious Diseases ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.6, Issue 4, page no.138 - 143, April-2021, Available :http://www.ijsdr.org/papers/IJSDR2104023.pdf |
| Downloads: | 000337212 |
| Publication Details: | Published Paper ID: IJSDR2104023 Registration ID:193163 Published In: Volume 6 Issue 4, April-2021 DOI (Digital Object Identifier): Page No: 138 - 143 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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