{"id":"https://openalex.org/W2095408948","doi":"https://doi.org/10.1145/1882992.1883091","title":"A machine learning approach for identifying subtypes of autism","display_name":"A machine learning approach for identifying subtypes of autism","publication_year":2010,"publication_date":"2010-11-11","ids":{"openalex":"https://openalex.org/W2095408948","doi":"https://doi.org/10.1145/1882992.1883091","mag":"2095408948"},"language":"en","primary_location":{"id":"doi:10.1145/1882992.1883091","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1882992.1883091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM International Health Informatics Symposium","raw_type":"proceedings-article"},"type":"article","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/A5074140040","display_name":"Rocio Guill\u00e9n","orcid":null},"institutions":[{"id":"https://openalex.org/I226560621","display_name":"California State University, San Marcos","ror":"https://ror.org/01j8e0j24","country_code":"US","type":"education","lineage":["https://openalex.org/I226560621"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rocio Guill\u00e9n","raw_affiliation_strings":["California State University San Marcos, San Marcos, CA, USA"],"affiliations":[{"raw_affiliation_string":"California State University San Marcos, San Marcos, CA, USA","institution_ids":["https://openalex.org/I226560621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083161674","display_name":"C. Greg Jensen","orcid":null},"institutions":[{"id":"https://openalex.org/I226560621","display_name":"California State University, San Marcos","ror":"https://ror.org/01j8e0j24","country_code":"US","type":"education","lineage":["https://openalex.org/I226560621"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Curtis Jensen","raw_affiliation_strings":["California State University San Marcos, San Marcos, CA, USA"],"affiliations":[{"raw_affiliation_string":"California State University San Marcos, San Marcos, CA, USA","institution_ids":["https://openalex.org/I226560621"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079233160","display_name":"Stephen M. Edelson","orcid":"https://orcid.org/0000-0002-9856-5936"},"institutions":[{"id":"https://openalex.org/I1284457272","display_name":"Autism Research Institute","ror":"https://ror.org/01xsmpb09","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1284457272"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Edelson","raw_affiliation_strings":["Autism Research Institute, San Diego, CA, USA"],"affiliations":[{"raw_affiliation_string":"Autism Research Institute, San Diego, CA, USA","institution_ids":["https://openalex.org/I1284457272"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074140040"],"corresponding_institution_ids":["https://openalex.org/I226560621"],"apc_list":null,"apc_paid":null,"fwci":0.1322,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.53540775,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"620","last_page":"628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9690999984741211,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9266999959945679,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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","display_name":"Autism","score":0.8229336738586426},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7248833775520325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6571451425552368},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5744747519493103},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.5689985156059265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5551613569259644},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37800201773643494},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1472107470035553},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.10062184929847717}],"concepts":[{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.8229336738586426},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7248833775520325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571451425552368},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5744747519493103},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.5689985156059265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5551613569259644},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37800201773643494},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1472107470035553},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.10062184929847717}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1882992.1883091","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1882992.1883091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM International Health Informatics Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309696","display_name":"Autism Research Institute","ror":"https://ror.org/01xsmpb09"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W8722571","https://openalex.org/W45534775","https://openalex.org/W164479219","https://openalex.org/W196385585","https://openalex.org/W656289142","https://openalex.org/W1534506107","https://openalex.org/W1570448133","https://openalex.org/W1575363794","https://openalex.org/W1670263352","https://openalex.org/W1983275696","https://openalex.org/W1993663642","https://openalex.org/W2000104468","https://openalex.org/W2091887723","https://openalex.org/W2131456395","https://openalex.org/W2133990480","https://openalex.org/W2144242878","https://openalex.org/W2617702020","https://openalex.org/W2966207845"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W2227393071","https://openalex.org/W4402326599","https://openalex.org/W1995350144","https://openalex.org/W2082102603","https://openalex.org/W2166141227","https://openalex.org/W3133980636","https://openalex.org/W4378085486","https://openalex.org/W4366602711"],"abstract_inverted_index":{"In":[0],"this":[1,36,108],"paper":[2],"we":[3],"present":[4],"a":[5,11,25],"machine":[6,63],"learning":[7,64],"approach":[8,37,94],"to":[9,57,72,91],"mining":[10,96],"questionnaire":[12],"database,":[13],"which":[14],"is":[15,38,90],"part":[16],"of":[17,21,27,30,35,41,46,50,67,87],"the":[18,31,39,102],"medical":[19,114],"record,":[20],"patients":[22],"suffering":[23],"from":[24],"degree":[26],"autism.":[28],"One":[29],"most":[32],"important":[33],"components":[34],"selection":[40],"features":[42,51],"for":[43,80,95,100],"identifying":[44],"subtypes":[45],"autism..":[47],"Different":[48],"sets":[49],"have":[52],"been":[53],"chosen":[54],"as":[55],"input":[56],"experiments":[58,69],"that":[59],"ran":[60],"using":[61],"various":[62],"algorithms.":[65],"Results":[66],"such":[68],"are":[70],"evaluated":[71],"determine":[73],"their":[74],"effectiveness":[75],"in":[76],"clustering":[77],"patients'":[78,98],"data":[79,99],"further":[81],"classification":[82],"purposes.":[83],"The":[84],"ultimate":[85],"goal":[86],"our":[88],"research":[89],"provide":[92],"an":[93],"autistic":[97],"categorizing":[101],"Autism":[103],"Spectrum":[104],"Disorder(ASD)to":[105],"better":[106],"understand":[107],"currently":[109],"wide":[110],"spread":[111],"and":[112],"complex":[113],"condition.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}