A Predictive Analysis of Autism Spectrum Disorder Using Ensemble Techniques of Machine Learning

R Udayakumar, K Sreekumar… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Autism spectrum disorder (ASD) is a complicated neurological illness characterised by
impairments in social interaction, communication, and restricted behaviour. In order to …

Effective Prediction of Autism Using Ensemble Method

SD Pujari, K Anusha - Artificial Intelligence for Innovative Healthcare …, 2022 - Springer
Nowadays Machine learning (ML) is applicable in various domains, especially in the
healthcare sector. It is widely accepted due to its importance in the prediction of various …

Adult Autism Screening and Prediction using Ensemble Approach

R Gupta, S Palwe, A Gunjal - 2023 IEEE Pune Section …, 2023 - ieeexplore.ieee.org
Autism spectrum disorder is a neuro developmental disorder that affects communication and
behavior. Although ASD is typically diagnosed in childhood, it can also be diagnosed in …

Review of Machine Learning Algorithms for Autism Spectrum Disorder Prediction

V Kavitha, R Siva - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Autism is a disorder of the brain caused by language and severe social difficulties in people.
It is the most common of the many pervasive developmental disorders (PDD), which begin in …

A Survey of Machine Learning Techniques Related to Understanding Autism Spectrum Disorder

A Kumar, UC Jaiswal - 2024 2nd International Conference on …, 2024 - ieeexplore.ieee.org
Speech, social skills, non-verbal communication, and repetitive activities are all indicators of
autism spectrum disorder (ASD), a disease classified as a spectrum disorder by the DSM-5 …

[PDF][PDF] A machine learning approach to predict autism spectrum disorder (ASD) for both children and adults using feature optimization

KMM Uddin - Network Biology, 2023 - iaees.org
A central nervous system known as an Autism Spectrum Disorder (ASD) has long-term
effects on a person's capacity for engagement and interaction with others. Since its …

On Effectively Predicting Autism Spectrum Disorder Using an Ensemble of Classifiers

B Twala, E Molloy - arXiv preprint arXiv:2209.02395, 2022 - arxiv.org
An ensemble of classifiers combines several single classifiers to deliver a final prediction or
classification decision. An increasingly provoking question is whether such systems can …

Autism Spectrum Disorder Prediction Using Machine Learning

AC Ramachandra, N Rajesh, GS Harshitha… - Emerging Research in …, 2022 - Springer
Autism is a neural disorder that is characterized by impaired social communication verbal
and nonverbal interaction, restrictive, or repetitive behaviour. Autism is most noticeable in …

Machine learning techniques for autism spectrum disorder: current trends and future directions

K Khan, R Katarya - 2023 4th International Conference on …, 2023 - ieeexplore.ieee.org
ASD or autism spectrum disorder is a critical neuro-developmental disorder that hinders an
individual's capability of social communication and interaction. This disorder has acquired …

Using multiple machine learning algorithms to predict autism in children

HS Alarifi, GS Young - Proceedings on the International …, 2018 - search.proquest.com
Abstract Machine learning played an extensive role for development especially in terms of
data analytics. Health care is one of the fields where Machine Learning made big phases of …