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AUTISM SPECTRUM DISORDER USING KNN ALGORITHM

    Authors

    • Mrs. Surya . S.R 1
    • DR. G. Kalpana 2

    1 SRM Institute of Science and Technology,Chennai.

    2 SRM Institute of Science and Technology, Chennai

,

Document Type : Research Article

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Abstract

Autism spectrum disorder (ASD) is a psychiatric disorder which leads to
neurological anddevelopmental growth of a person which starts in early age and gets
carried throughout their life.It is a condition associated with significant healthcare costs
and early diagnosis can reduce these.Unfortunately, waiting time is lengthy for an ASD
diagnosis and it is cost effective. Due to theincrease in economy for autism prediction and
the increase in the number of ASD cases across theworld is in need of easily implemented
and effective screening methods by GUI results. Toovercome the time complexity for
identifying the disorder advanced technologies can be used suchas machine learning
algorithms to improve precision, accuracy and quality of the diagnosisprocess. Machine
learning helps us by providing intelligent techniques to discover the affectedpatient, which
can be utilized in prediction and to improve decision making. And hence, wepropose the
data set features related to autism screening of adult and child to be used for
furtheranalysis and to improve the classification of ASD cases.

Keywords

  • ASD
  • GUI
  • Machine Learning
  • precision
  • Accuracy
  • KNN
  • XML
  • PDF 267.67 K
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    • Article View: 276
    • PDF Download: 795
European Journal of Molecular & Clinical Medicine
Volume 7, Issue 9
December 2020
Page 1628-1637
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  • Article View: 276
  • PDF Download: 795

APA

S.R, M. S. .., & Kalpana, D. G. (2020). AUTISM SPECTRUM DISORDER USING KNN ALGORITHM. European Journal of Molecular & Clinical Medicine, 7(9), 1628-1637.

MLA

Mrs. Surya . S.R; DR. G. Kalpana. "AUTISM SPECTRUM DISORDER USING KNN ALGORITHM". European Journal of Molecular & Clinical Medicine, 7, 9, 2020, 1628-1637.

HARVARD

S.R, M. S. .., Kalpana, D. G. (2020). 'AUTISM SPECTRUM DISORDER USING KNN ALGORITHM', European Journal of Molecular & Clinical Medicine, 7(9), pp. 1628-1637.

VANCOUVER

S.R, M. S. .., Kalpana, D. G. AUTISM SPECTRUM DISORDER USING KNN ALGORITHM. European Journal of Molecular & Clinical Medicine, 2020; 7(9): 1628-1637.

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