Hiển thị ở chế độ nhân viên: IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach

IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach

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Hiển thị chi tiết
Tác giả chính:	Rajendrani, Mukherjee, Aurghyadip, Kundu, Indrajit, Mukherjee
Định dạng:	Sách
Ngôn ngữ:	English
Nhà xuất bản:	Springer 2023
Chủ đề:	NearestNeighbor) eKNN
Truy cập trực tuyến:	https://link.springer.com/article/10.1007/s00607-021-00951-9 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7365
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spelling	oai:localhost:PNK-73652023-03-31T02:51:39Z IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach Rajendrani, Mukherjee Aurghyadip, Kundu Indrajit, Mukherjee NearestNeighbor) eKNN CC BY COVID - 19 affected severely worldwide. The pandemic has caused many causalities in a very short span. The IoT-cloud-based healthcare model requirement is utmost in this situation to provide a better decision in the covid-19 pandemic. In this paper, an attempt has been made to perform predictive analytics regarding the disease using a machine learning classifier. This research proposed an enhanced KNN (k NearestNeighbor) algorithm eKNN, which did not randomly choose the value of k. However, it used a mathematical function of the dataset’s sample size while determining the k value. The enhanced KNN algorithm eKNN has experimented on 7 benchmark COVID-19 datasets of different size, which has been gathered from standard data cloud of different countries (Brazil, Mexico, etc.). 2023-03-31T02:51:39Z 2023-03-31T02:51:39Z 2023 Book https://link.springer.com/article/10.1007/s00607-021-00951-9 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7365 en application/pdf Springer
institution	Digital Phenikaa
collection	Digital Phenikaa
language	English
topic	NearestNeighbor) eKNN
spellingShingle	NearestNeighbor) eKNN Rajendrani, Mukherjee Aurghyadip, Kundu Indrajit, Mukherjee IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach
description	CC BY
format	Book
author	Rajendrani, Mukherjee Aurghyadip, Kundu Indrajit, Mukherjee
author_facet	Rajendrani, Mukherjee Aurghyadip, Kundu Indrajit, Mukherjee
author_sort	Rajendrani, Mukherjee
title	IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach
title_short	IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach
title_full	IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach
title_fullStr	IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach
title_full_unstemmed	IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach
title_sort	iot-cloud based healthcare model for covid-19 detection an enhanced k-nearest neighbour classifier based approach
publisher	Springer
publishDate	2023
url	https://link.springer.com/article/10.1007/s00607-021-00951-9 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7365
_version_	1761912524595265536
score	8.891145

IoT-cloud based healthcare model for COVID-19 detection an enhanced k-Nearest Neighbour classifier based approach

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