{"id":"https://openalex.org/W4400975466","doi":"https://doi.org/10.1109/accai61061.2024.10602376","title":"Analysis of Autism Spectrum Disorder Prediction using various Machine Learning Models","display_name":"Analysis of Autism Spectrum Disorder Prediction using various Machine Learning Models","publication_year":2024,"publication_date":"2024-05-09","ids":{"openalex":"https://openalex.org/W4400975466","doi":"https://doi.org/10.1109/accai61061.2024.10602376"},"language":"en","primary_location":{"id":"doi:10.1109/accai61061.2024.10602376","doi":"https://doi.org/10.1109/accai61061.2024.10602376","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/accai61061.2024.10602376","pdf_url":null,"source":{"id":"https://openalex.org/S4363608055","display_name":"International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019212129","display_name":"Velu Prabhakar Kumaravel","orcid":"https://orcid.org/0000-0002-9286-4687","observed_orcids":["https://orcid.org/0000-0002-9286-4687"]},"institutions":[{"id":"https://openalex.org/I4387154816","display_name":"R.M.D. Engineering College","ror":"https://ror.org/03gjktv92","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387154816"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V Kumaravel","raw_affiliation_strings":["R.M.D Engineering College,Department of ECE,Tiruvallur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R.M.D Engineering College,Department of ECE,Tiruvallur,India","institution_ids":["https://openalex.org/I4387154816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022348345","display_name":"K. Helenprabha","orcid":"https://orcid.org/0000-0001-6238-1847","observed_orcids":["https://orcid.org/0000-0001-6238-1847"]},"institutions":[{"id":"https://openalex.org/I4387154816","display_name":"R.M.D. Engineering College","ror":"https://ror.org/03gjktv92","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387154816"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. HelenPrabha","raw_affiliation_strings":["R.M.D Engineering College,Department of ECE,Tiruvallur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R.M.D Engineering College,Department of ECE,Tiruvallur,India","institution_ids":["https://openalex.org/I4387154816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4387154816"],"apc_list":null,"apc_paid":null,"fwci":1.1715,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73469704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.913100004196167,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.913100004196167,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.08229999989271164,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"autism spectrum disorder","score":0.9769999980926514},{"id":"https://openalex.org/keywords/asd-prediction","display_name":"ASD prediction","score":0.8659999966621399},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.8960000276565552},{"id":"https://openalex.org/keywords/classifier-comparison","display_name":"classifier comparison","score":0.7020000219345093},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.984000027179718},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.9620000123977661},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.996999979019165},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":1.0},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.9139999747276306},{"id":"https://openalex.org/keywords/children-with-autism","display_name":"children with autism","score":0.3409999907016754}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.7853636741638184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388517618179321},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4928007423877716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48523592948913574},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.35858839750289917},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16242504119873047},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.07550740242004395}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/accai61061.2024.10602376","doi":"https://doi.org/10.1109/accai61061.2024.10602376","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/accai61061.2024.10602376","pdf_url":null,"source":{"id":"https://openalex.org/S4363608055","display_name":"International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2616084157","https://openalex.org/W2790565479","https://openalex.org/W2983091501","https://openalex.org/W2988828954","https://openalex.org/W2999520904","https://openalex.org/W3041256490","https://openalex.org/W3045882178","https://openalex.org/W3092150963","https://openalex.org/W3130904137","https://openalex.org/W4221058302","https://openalex.org/W4281782238","https://openalex.org/W4296910322","https://openalex.org/W4312402856","https://openalex.org/W4383751018","https://openalex.org/W4385626865","https://openalex.org/W4386280775","https://openalex.org/W4390969872","https://openalex.org/W4394625297"],"related_works":["https://openalex.org/W4414379209","https://openalex.org/W4383747076","https://openalex.org/W7124891128","https://openalex.org/W4407229295","https://openalex.org/W4390503288","https://openalex.org/W4391697777","https://openalex.org/W3048043632","https://openalex.org/W4411206792","https://openalex.org/W4405939738","https://openalex.org/W4406967894"],"abstract_inverted_index":{"The":[0],"incidence":[1],"of":[2,19,70],"Autism":[3,51],"in":[4,24,47,75,109],"India":[5],"has":[6,63,78],"been":[7,64,79],"on":[8],"the":[9,14,17,68,82],"rise,":[10],"with":[11,50],"reference":[12],"to":[13,35,55,66],"recent":[15],"studies":[16],"frequency":[18],"occurrence":[20],"is":[21],"approximately":[22],"1":[23],"68":[25],"children.":[26],"However,":[27],"early":[28],"diagnosis":[29],"and":[30,101],"intervention":[31],"remain":[32],"insufficient,":[33],"leading":[34],"many":[36],"children":[37],"lacking":[38],"timely":[39],"support.":[40],"Early":[41],"detection":[42],"plays":[43],"a":[44],"vital":[45],"role":[46],"empowering":[48],"individuals":[49],"Spectrum":[52],"Disorder":[53],"(ASD)":[54],"lead":[56],"satisfying":[57],"lives.":[58],"Hence":[59],"an":[60],"extensive":[61],"analysis":[62,83],"done":[65],"validate":[67],"efficiency":[69],"various":[71],"machine":[72],"learning":[73],"models":[74],"estimatingASD.":[76],"It":[77],"observed":[80],"from":[81],"that":[84],"diverse":[85],"models,":[86],"including":[87],"Support":[88],"Vector":[89],"Machine":[90],"(SVM),":[91],"K":[92],"Nearest":[93],"Neighbor":[94],"(KNN),":[95],"Decision":[96],"Tree":[97],"(DT),":[98],"Random":[99],"Forest(RF),":[100],"Deep":[102],"Neural":[103],"Network":[104],"(DNN),":[105],"demonstrate":[106],"promising":[107],"results":[108],"estimating":[110],"ASD.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2024-07-26T00:00:00"}
