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Autism Spectrum Disorder Prediction by Bio-inspired Algorithm with Blockchain based Database

    Authors

    • Abinaya S 1
    • W.Rose Varuna 2

    1 Research Scholar, Department of Information Technology, Bharathiar University, Coimbatore, Tamilnadu, India.

    2 Assistant Professor, Department of Information Technology, Bharathiar University, Coimbatore, Tamilnadu, India.

,

Document Type : Research Article

10.47392/irjash.2023.S056
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Abstract

Autism Spectrum disorder can be diagnosed easily when it is identified ear- lier. In order to identify earlier, Machine learning algorithms and Bio-inspired algorithms are used. The characteristics of an individual is applied on Machine Learning to build the best accuracy models. In this proposed work the machine learning algorithm shows moderate accuracy level. In order to improve the accuracy level one of the Bio inspired algorithm are used. This proposed work shows the better accuracy level as 99.8% and the database are secured by using the Block chain Technology.

Keywords

  • Autism Spectrum Disorder
  • Grey Wolf algorithm
  • Machine Learning
  • Blockchain Technology
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    • Article View: 167
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International Research Journal on Advanced Science Hub
Volume 5, Issue 05S - Issue Serial Number 5
May 2023
Page 413-417
Files
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  • PDF 2.17 M
History
  • Receive Date: 28 February 2023
  • Revise Date: 15 March 2023
  • Accept Date: 20 March 2023
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  • Article View: 167
  • PDF Download: 140

APA

S, A. and Varuna, W. (2023). Autism Spectrum Disorder Prediction by Bio-inspired Algorithm with Blockchain based Database. International Research Journal on Advanced Science Hub, 5(Issue 05S), 413-417. doi: 10.47392/irjash.2023.S056

MLA

S, A. , and Varuna, W. . "Autism Spectrum Disorder Prediction by Bio-inspired Algorithm with Blockchain based Database", International Research Journal on Advanced Science Hub, 5, Issue 05S, 2023, 413-417. doi: 10.47392/irjash.2023.S056

HARVARD

S, A., Varuna, W. (2023). 'Autism Spectrum Disorder Prediction by Bio-inspired Algorithm with Blockchain based Database', International Research Journal on Advanced Science Hub, 5(Issue 05S), pp. 413-417. doi: 10.47392/irjash.2023.S056

CHICAGO

A. S and W. Varuna, "Autism Spectrum Disorder Prediction by Bio-inspired Algorithm with Blockchain based Database," International Research Journal on Advanced Science Hub, 5 Issue 05S (2023): 413-417, doi: 10.47392/irjash.2023.S056

VANCOUVER

S, A., Varuna, W. Autism Spectrum Disorder Prediction by Bio-inspired Algorithm with Blockchain based Database. International Research Journal on Advanced Science Hub, 2023; 5(Issue 05S): 413-417. doi: 10.47392/irjash.2023.S056

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