{"id":"https://openalex.org/W2902540698","doi":"https://doi.org/10.23919/softcom.2018.8555752","title":"Object Classification for Child Behavior Observation in the Context of Autism Diagnostics Using a Deep Learning-based Approach","display_name":"Object Classification for Child Behavior Observation in the Context of Autism Diagnostics Using a Deep Learning-based Approach","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2902540698","doi":"https://doi.org/10.23919/softcom.2018.8555752","mag":"2902540698"},"language":"en","primary_location":{"id":"doi:10.23919/softcom.2018.8555752","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom.2018.8555752","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","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/A5073699401","display_name":"Mihael Prese\u010dan","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Mihael Presecan","raw_affiliation_strings":["Faculty of EE&C, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of EE&C, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029675518","display_name":"Frano Petric","orcid":"https://orcid.org/0000-0002-9806-8569"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Frano Petric","raw_affiliation_strings":["Faculty of EE&C, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of EE&C, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041092709","display_name":"Zdenko Kova\u010di\u0107","orcid":"https://orcid.org/0000-0003-3987-4576"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Zdenko Kovacic","raw_affiliation_strings":["Faculty of EE&C, University of Zagreb, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of EE&C, University of Zagreb, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073699401"],"corresponding_institution_ids":["https://openalex.org/I181343428"],"apc_list":null,"apc_paid":null,"fwci":0.1272,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.4986926,"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":"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9595000147819519,"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/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.9517999887466431,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6564316153526306},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.6392692923545837},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6267427802085876},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.6237030625343323},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6193546056747437},{"id":"https://openalex.org/keywords/humanoid-robot","display_name":"Humanoid robot","score":0.5733026266098022},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5327731370925903},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5191837549209595},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4971525967121124},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4935415983200073},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.44153448939323425},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.3230742812156677},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3046043813228607},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.2388533055782318}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6564316153526306},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.6392692923545837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6267427802085876},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.6237030625343323},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6193546056747437},{"id":"https://openalex.org/C60692881","wikidata":"https://www.wikidata.org/wiki/Q584529","display_name":"Humanoid robot","level":3,"score":0.5733026266098022},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5327731370925903},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5191837549209595},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4971525967121124},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4935415983200073},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44153448939323425},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.3230742812156677},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3046043813228607},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2388533055782318},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/softcom.2018.8555752","is_oa":false,"landing_page_url":"https://doi.org/10.23919/softcom.2018.8555752","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th International Conference on Software, Telecommunications and Computer Networks (SoftCOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:repozitorij.fer.unizg.hr:fer_3838","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055106","display_name":"FER Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"thesis"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W1994879312","https://openalex.org/W2088049833","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2179352600","https://openalex.org/W2557283755","https://openalex.org/W2613718673","https://openalex.org/W2772064841","https://openalex.org/W2791152714","https://openalex.org/W2962835968","https://openalex.org/W3005521208","https://openalex.org/W4245291020","https://openalex.org/W6620707391","https://openalex.org/W6631782140","https://openalex.org/W6637373629"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W2745063183","https://openalex.org/W4310092953","https://openalex.org/W2227393071","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":[0,59],"this":[1],"paper":[2,121],"we":[3],"demonstrate":[4],"the":[5,28,44,48,87,93,100,112,115,124,127,137],"effectiveness":[6],"of":[7,21,43,86,102],"a":[8,18,22,32,70,83],"deep":[9],"learning":[10,75],"approach":[11],"for":[12,26,74],"object":[13,68],"detection":[14],"and":[15,66,76,104,130,146],"classification":[16],"using":[17],"mono-vision":[19],"feedback":[20],"NAO":[23],"humanoid":[24],"robot":[25],"assessing":[27],"child's":[29,88,108],"behavior":[30,89],"during":[31],"free":[33,39],"play":[34,40],"with":[35,92,123],"standardized":[36],"toys.":[37,94],"The":[38],"is":[41,117],"one":[42],"tasks":[45],"contained":[46],"in":[47],"standard":[49],"ADOS-2":[50],"autism":[51],"spectrum":[52],"disorder":[53],"diagnostic":[54],"protocol":[55],"used":[56],"by":[57],"clinicians.":[58],"order":[60],"to":[61,81,99,106],"make":[62],"an":[63],"accurate,":[64],"robust":[65,145],"fast":[67],"detector,":[69],"new":[71],"data":[72],"set":[73],"testing":[77],"has":[78,96],"been":[79],"created":[80],"enable":[82],"reliable":[84],"assessment":[85],"while":[90],"playing":[91,118],"This":[95,120],"also":[97],"led":[98],"development":[101,139],"algorithms":[103],"mechanism":[105],"assess":[107],"attention":[109,149],"based":[110],"on":[111,142],"toys":[113],"that":[114],"child":[116,148],"with.":[119],"concludes":[122],"discussion":[125],"about":[126,136],"challenges":[128],"encountered":[129],"their":[131],"solutions,":[132],"as":[133,135],"well":[134],"prospective":[138],"goals":[140],"focused":[141],"achieving":[143],"more":[144],"accurate":[147],"analyzer.":[150]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}