{"id":"https://openalex.org/W2795789876","doi":"https://doi.org/10.1109/devlrn.2017.8329808","title":"Data-driven generation of synthetic behavioral feature vectors modeling children with autism spectrum disorders","display_name":"Data-driven generation of synthetic behavioral feature vectors modeling children with autism spectrum disorders","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2795789876","doi":"https://doi.org/10.1109/devlrn.2017.8329808","mag":"2795789876"},"language":"en","primary_location":{"id":"doi:10.1109/devlrn.2017.8329808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/devlrn.2017.8329808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)","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/A5023767001","display_name":"Kim Baraka","orcid":"https://orcid.org/0000-0003-4381-4234"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":null,"type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Kim Baraka","raw_affiliation_strings":["Robotics Institute, INESC-ID / Instituto Superior T\u00e9cnico, Porto Salvo, Portugal"],"affiliations":[{"raw_affiliation_string":"Robotics Institute, INESC-ID / Instituto Superior T\u00e9cnico, Porto Salvo, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101616573","display_name":"Francisco S. Melo","orcid":"https://orcid.org/0000-0001-5705-7372"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Francisco S. Melo","raw_affiliation_strings":["INESC-ID / Instituto Superior T\u00e9cnico, Universidade de Lisboa, Porto Salvo, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC-ID / Instituto Superior T\u00e9cnico, Universidade de Lisboa, Porto Salvo, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088276691","display_name":"Manuela Veloso","orcid":"https://orcid.org/0000-0001-6738-238X"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manuela Veloso","raw_affiliation_strings":["Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023767001"],"corresponding_institution_ids":["https://openalex.org/I121345201","https://openalex.org/I4387152517"],"apc_list":null,"apc_paid":null,"fwci":0.1282,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50221452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"96","issue":null,"first_page":"202","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9993000030517578,"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":0.9993000030517578,"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/T11772","display_name":"Genetics and Neurodevelopmental Disorders","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T13194","display_name":"ICT in Developing Communities","score":0.9423999786376953,"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-diagnostic-observation-schedule","display_name":"Autism Diagnostic Observation Schedule","score":0.7011938095092773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6824625134468079},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.6763921976089478},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6338698863983154},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.5508201718330383},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.526995837688446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5252875089645386},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5171403288841248},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.4827651083469391},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4652456045150757},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45625337958335876},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4242200255393982},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38519105315208435},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14922600984573364},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08726024627685547}],"concepts":[{"id":"https://openalex.org/C2780055620","wikidata":"https://www.wikidata.org/wiki/Q4822673","display_name":"Autism Diagnostic Observation Schedule","level":4,"score":0.7011938095092773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6824625134468079},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.6763921976089478},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6338698863983154},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.5508201718330383},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.526995837688446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5252875089645386},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5171403288841248},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.4827651083469391},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4652456045150757},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45625337958335876},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4242200255393982},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38519105315208435},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14922600984573364},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08726024627685547},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/devlrn.2017.8329808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/devlrn.2017.8329808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4699999988079071,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335191","display_name":"Centro de Matem\u00e1tica Universidade do Porto","ror":"https://ror.org/043pwc612"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W15569989","https://openalex.org/W153537929","https://openalex.org/W1175789168","https://openalex.org/W1480376833","https://openalex.org/W1558402437","https://openalex.org/W1673310716","https://openalex.org/W1807737171","https://openalex.org/W1964011803","https://openalex.org/W1966565827","https://openalex.org/W1971960337","https://openalex.org/W2011430131","https://openalex.org/W2046079134","https://openalex.org/W2105245235","https://openalex.org/W2107911338","https://openalex.org/W2107946060","https://openalex.org/W2121713372","https://openalex.org/W2124608575","https://openalex.org/W2136299042","https://openalex.org/W2143608744","https://openalex.org/W2144446993","https://openalex.org/W2263760505","https://openalex.org/W2543556972","https://openalex.org/W6637131181"],"related_works":["https://openalex.org/W4389642632","https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W4385769430","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W4389767221"],"abstract_inverted_index":{"Behavioral":[0],"data":[1,25,50,70,81],"on":[2,99,110],"children":[3,41,93],"with":[4,40,42,94],"Autism":[5,19],"Spectrum":[6],"Disorders":[7],"(ASD)":[8],"are":[9],"available":[10,49],"thanks":[11],"to":[12,31,60,155],"standardized":[13],"diagnostic":[14],"tools,":[15],"such":[16,48],"as":[17],"the":[18,33,45,62,83,106,115,124,137,145,163,167],"Diagnostic":[20],"Observation":[21],"Schedule":[22],"(ADOS).":[23],"This":[24],"can":[26],"be":[27],"of":[28,37,47,64,85,92,105,118,166],"great":[29],"use":[30],"enhance":[32],"learning":[34],"and":[35,53,103],"reasoning":[36],"agents":[38],"interacting":[39],"ASD.":[43,95],"However,":[44],"amount":[46],"is":[51],"limited":[52],"may":[54],"not":[55],"prove":[56],"useful":[57],"by":[58,149],"itself":[59],"inform":[61],"algorithms":[63],"complex":[65],"agents.":[66],"To":[67],"address":[68],"this":[69],"scarcity":[71],"problem,":[72],"we":[73],"present":[74],"a":[75,89,100,111,151],"method":[76,97,154],"for":[77],"generating":[78],"synthetic":[79,157],"behavioral":[80],"in":[82],"form":[84],"feature":[86,107,138,158],"vectors":[87,159],"characterizing":[88],"wide":[90],"range":[91],"Our":[96],"relies":[98],"thorough":[101],"analysis":[102],"partition":[104,136],"space":[108,139],"based":[109],"real":[112,125,168],"dataset":[113,126],"containing":[114],"ADOS":[116],"scores":[117],"279":[119],"children.":[120],"We":[121,147],"first":[122],"analyze":[123],"using":[127],"dimensionality":[128],"reduction":[129],"techniques,":[130],"then":[131],"introduce":[132],"data-driven":[133],"descriptors":[134],"that":[135,160],"into":[140],"regions":[141],"naturally":[142],"arising":[143],"from":[144],"data.":[146],"end":[148],"presenting":[150],"descriptor-based":[152],"sampling":[153],"generate":[156],"successfully":[161],"preserves":[162],"correlation":[164],"structure":[165],"dataset.":[169]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}