An analysis of autism disorder factors using different classification techniques

M Aloumi, L Alsafadi, L Alayadhi - 2018 21st Saudi Computer …, 2018 - ieeexplore.ieee.org
The healthcare environment is generally recognized as being information rich, with a
knowledge poor. Despite the existence of a huge amount of data collected in medical …

Determination and Diagnosis of Autism Spectrum Disorder using Efficient Machine Learning Algorithm

SKR Naik, M Deepa, PB Ruhi… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Autism Spectrum Disorder (ASD) is gaining momentum faster than ever before. Screening
tests for autistic features are very expensive and time-consuming. The development of …

[PDF][PDF] A computational intelligent analysis of autism spectrum disorder using machine learning techniques

MA Mareeswaran, K Selvarajan - Int J Artif Intell, 2024 - researchgate.net
Children between the ages of 12 and 24 months who have autism spectrum disorder (ASD)
experience abnormalities in the brain that result in undesirable symptoms. Children with …

A deep learning of autism Spectrum disorder using Naïve Bayes, IBk and J48 classifiers

S Gomathi - 2019 - dspaceir.psgrkcw.com
Deciding the right classification algorithm to classify and predict the disease is more
important in the health care field. The eminence of prediction depends on the accuracy of …

[PDF][PDF] Autism Spectrum Disorder Detection Using Machine Learning Techniques

SM Amrutha, KR Sumana - International Research Journal of …, 2021 - academia.edu
Autism spectrum disorder is a neurological developmental disorder that affects person's
interaction, communication and learning skills. The effects of Autism Spectrum Disorder and …

[PDF][PDF] Predicting autism spectrum disorder using machine learning technique

J Alwidian, A Elhassan, R Ghnemat - International Journal of …, 2020 - researchgate.net
Autism Spectrum Disorder (ASD) is a psychiatric disorder that puts constraints on the ability
to use of cognitive, linguistic, communicative, and social skills. Recently, many data mining …

Diagnosing autism spectrum disorder using machine learning techniques

H Takçı, S Yeşilyurt - 2021 6th international conference on …, 2021 - ieeexplore.ieee.org
Autism is a generalized pervasive developmental disorder that can be characterized by
language and communication disorders. Screening tests are often used to diagnose such a …

Prediction of Autism Spectrum Disorder Using AI and Machine Learning

R Chauhan, K Mehta, Y Eiad… - 2024 18th International …, 2024 - ieeexplore.ieee.org
Knowing the likelihood for a generational shift in the scientific exploration of digital data
which has extensively outgrown society with tons of data. Moreover, the scientific community …

Development of an algorithm for identifying the autism spectrum based on features using deep learning methods.

A Amirbay, A Mukhanova… - … Journal of Electrical …, 2024 - search.ebscohost.com
The presented scientific work describes the results of the development and evaluation of two
deep learning algorithms: long short-term memory with a convolutional neural network …

Comparison of classification algorithms of the autism Spectrum disorder diagnosis

A Lawi, F Aziz - 2018 2nd East Indonesia Conference on …, 2018 - ieeexplore.ieee.org
ASD sufferers face difficulties in early development compared to normal humans. Various
tools, clinical, and non-clinical approaches have been implemented but take a long time to …