A Comparative Analysis of Automated Machine Learning Tools: A Use Case for Autism Spectrum Disorder Detection

被引:0
|
作者
Abbas, Rana Tuqeer [1 ]
Sultan, Kashif [1 ]
Sheraz, Muhammad [2 ]
Chuah, Teong Chee [2 ]
机构
[1] Department of Software Engineering, Bahria University Islamabad, Islamabad,44000, Pakistan
[2] Centre for Wireless Technology, Faculty of Engineering, Multimedia University, Selangor, Cyberjaya,63100, Malaysia
关键词
27;
D O I
10.3390/info15100625
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Analysis and Detection of Autism Spectrum Disorder Using Machine Learning Techniques
    Raj, Suman
    Masood, Sarfaraz
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE, 2020, 167 : 994 - 1004
  • [2] Autism Spectrum Disorder Detection with Machine Learning Methods
    Erkan, Ugur
    Thanh, Dang N. H.
    [J]. CURRENT PSYCHIATRY RESEARCH AND REVIEWS, 2019, 15 (04) : 297 - 308
  • [3] Automated Detection of Autism Spectrum Disorder Symptoms using Text Mining and Machine Learning for Early Diagnosis
    Chistol, Mihaela
    Danubianu, Mirela
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (02) : 610 - 617
  • [4] Detection of Autism Spectrum Disorder in Children Using Machine Learning Techniques
    Vakadkar K.
    Purkayastha D.
    Krishnan D.
    [J]. SN Computer Science, 2021, 2 (5)
  • [5] Predictive Analysis of Autism Spectrum Disorder (ASD) using Machine Learning
    Farooqi, Naurin
    Bukhari, Faisal
    Iqbal, Waheed
    [J]. 2021 INTERNATIONAL CONFERENCE ON FRONTIERS OF INFORMATION TECHNOLOGY (FIT 2021), 2021, : 305 - 310
  • [6] Applying a user-centred design machine learning toolkit to an autism spectrum disorder use case
    Plasek, Joseph M.
    Zhou, Li
    [J]. BMJ HEALTH & CARE INFORMATICS, 2023, 30 (01)
  • [7] A Novel Machine Learning Based Framework for Detection of Autism Spectrum Disorder (ASD)
    Sharif, Hamza
    Khan, Rizwan Ahmed
    [J]. APPLIED ARTIFICIAL INTELLIGENCE, 2022, 36 (01)
  • [8] Detection of autism spectrum disorder (ASD) in children and adults using machine learning
    Farooq, Muhammad Shoaib
    Tehseen, Rabia
    Sabir, Maidah
    Atal, Zabihullah
    [J]. SCIENTIFIC REPORTS, 2023, 13 (01)
  • [9] Efficient Machine Learning Models for Early Stage Detection of Autism Spectrum Disorder
    Bala, Mousumi
    Ali, Mohammad Hanif
    Satu, Md Shahriare
    Hasan, Khondokar Fida
    Moni, Mohammad Ali
    [J]. ALGORITHMS, 2022, 15 (05)
  • [10] Detection of autism spectrum disorder (ASD) in children and adults using machine learning
    Muhammad Shoaib Farooq
    Rabia Tehseen
    Maidah Sabir
    Zabihullah Atal
    [J]. Scientific Reports, 13