{"id":"https://openalex.org/W4393036164","doi":"https://doi.org/10.1109/dese60595.2023.10469451","title":"Detection of Autism Spectrum Disorder by Using Common Machine Learning Algorithms","display_name":"Detection of Autism Spectrum Disorder by Using Common Machine Learning Algorithms","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4393036164","doi":"https://doi.org/10.1109/dese60595.2023.10469451"},"language":"en","primary_location":{"id":"doi:10.1109/dese60595.2023.10469451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese60595.2023.10469451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Conference on Developments in eSystems Engineering (DeSE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5092675636","display_name":"Anas D. Sallibi","orcid":null},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Anas D. Sallibi","raw_affiliation_strings":["University of Anbar,College of Computer and Information Technology,Department of Computer Sciences,Anbar,Iraq","Department of Computer Sciences, College of Computer and Information Technology, University of Anbar, Anbar, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Anbar,College of Computer and Information Technology,Department of Computer Sciences,Anbar,Iraq","institution_ids":["https://openalex.org/I27768575"]},{"raw_affiliation_string":"Department of Computer Sciences, College of Computer and Information Technology, University of Anbar, Anbar, Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022113291","display_name":"Khattab M. Ali Alheeti","orcid":"https://orcid.org/0000-0002-6393-7410"},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Khattab M. Ali Alheeti","raw_affiliation_strings":["University of Anbar,College of Computer and Information Technology,Department of Computer Networking Systems,Anbar,Iraq","Department of Computer Networking Systems, College of Computer and Information Technology, University of Anbar, Anbar, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Anbar,College of Computer and Information Technology,Department of Computer Networking Systems,Anbar,Iraq","institution_ids":["https://openalex.org/I27768575"]},{"raw_affiliation_string":"Department of Computer Networking Systems, College of Computer and Information Technology, University of Anbar, Anbar, Iraq","institution_ids":["https://openalex.org/I27768575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27768575"],"apc_list":null,"apc_paid":null,"fwci":0.8218,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73837041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"771","last_page":"776"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.7865999937057495,"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":0.7865999937057495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.6626304388046265},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6285287737846375},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.4984586238861084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46401748061180115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45349371433258057},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.3947030305862427},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35971856117248535},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15416139364242554},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.11319229006767273},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07591533660888672}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.6626304388046265},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6285287737846375},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.4984586238861084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46401748061180115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45349371433258057},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.3947030305862427},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35971856117248535},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15416139364242554},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11319229006767273},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07591533660888672},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dese60595.2023.10469451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese60595.2023.10469451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Conference on Developments in eSystems Engineering (DeSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2148044536","https://openalex.org/W2148753827","https://openalex.org/W2216326501","https://openalex.org/W2318996262","https://openalex.org/W2342603028","https://openalex.org/W2498672755","https://openalex.org/W2891567266","https://openalex.org/W2891805877","https://openalex.org/W2914108393","https://openalex.org/W2987014311","https://openalex.org/W3184737574","https://openalex.org/W3209347059","https://openalex.org/W3217554772","https://openalex.org/W4211154867","https://openalex.org/W4213113494","https://openalex.org/W4220879746","https://openalex.org/W4226247407","https://openalex.org/W4247665917","https://openalex.org/W4280653631","https://openalex.org/W4310119365","https://openalex.org/W4317538691","https://openalex.org/W4365448795","https://openalex.org/W4377137775","https://openalex.org/W4377137857","https://openalex.org/W4380479961","https://openalex.org/W4381337034","https://openalex.org/W4386071885","https://openalex.org/W4387018068","https://openalex.org/W4387869566","https://openalex.org/W4388967903"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W2227393071","https://openalex.org/W1995350144","https://openalex.org/W2082102603","https://openalex.org/W2166141227","https://openalex.org/W4392709339","https://openalex.org/W3133980636","https://openalex.org/W4378085486","https://openalex.org/W4366602711"],"abstract_inverted_index":{"Communication,":[0],"social":[1],"interaction,":[2],"behavior,":[3],"and":[4,38,44,60,76,106,144],"sensory":[5],"processing":[6],"are":[7,66],"all":[8],"negatively":[9],"impacted":[10],"by":[11,57],"the":[12,27,69,101,119,123,158,161],"neurodevelopmental":[13],"disease":[14],"known":[15],"as":[16],"autism":[17,49],"spectrum":[18,50],"disorder":[19,51],"(ASD).":[20],"The":[21,42,62,135,149],"word":[22],"\"spectrum\"":[23],"is":[24,31,74],"included":[25],"in":[26],"name":[28],"because":[29],"there":[30],"such":[32],"a":[33,83,92,126],"broad":[34],"variety":[35],"of":[36,40,46,71,94,151,160],"symptoms":[37],"degrees":[39],"impairment.":[41],"health":[43],"well-being":[45],"children":[47],"with":[48,125],"(ASD)":[52],"can":[53],"be":[54],"greatly":[55],"improved":[56],"early":[58,172],"diagnosis":[59,89],"intervention.":[61],"current":[63],"detection":[64,108],"techniques":[65],"based":[67],"on":[68],"opinion":[70],"specialists,":[72],"which":[73],"subjective":[75],"expensive.":[77],"In":[78],"this":[79,152],"research,":[80],"we":[81,112],"suggest":[82],"machine":[84,95,131,142,162],"learning":[85,96,132,163],"strategy":[86],"for":[87,157],"ASD":[88,169],"that":[90],"incorporates":[91],"suite":[93],"techniques.":[97],"Using":[98],"it":[99],"has":[100],"potential":[102],"to":[103,115,167],"save":[104],"money":[105],"increase":[107],"efficiency.":[109],"To":[110],"begin,":[111],"performed":[113],"pre-processing":[114],"extract":[116],"characteristics":[117],"from":[118],"data.":[120],"Then,":[121],"classify":[122],"data":[124],"0.997%":[127],"accuracy":[128],"using":[129],"four":[130],"(ML)-based":[133],"methods:":[134],"Random":[136],"Forest,":[137],"logistic":[138],"regression,":[139],"support":[140],"vector":[141],"(SVM)":[143],"K-nearest":[145],"neighbors":[146],"algorithm":[147],"(KNN).":[148],"findings":[150],"research":[153],"provide":[154],"promising":[155],"evidence":[156],"efficacy":[159],"classification":[164],"technique":[165],"used":[166],"diagnose":[168],"at":[170],"an":[171],"age.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}