乐胖代购免代理版

{"id":"https://openalex.org/W4323027424","doi":"https://doi.org/10.22489/cinc.2022.328","title":"Multimodal Analysis of Physiological Signals for Wearable-Based Emotion Recognition Using Machine Learning","display_name":"Multimodal Analysis of Physiological Signals for Wearable-Based Emotion Recognition Using Machine Learning","publication_year":2022,"publication_date":"2022-12-31","ids":{"openalex":"https://openalex.org/W4323027424","doi":"https://doi.org/10.22489/cinc.2022.328"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.22489/cinc.2022.328","pdf_url":null,"source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-887X","issn":["2325-887X","2325-8861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.22489/cinc.2022.328","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047187147","display_name":"Feryal A. Alskafi","orcid":"https://orcid.org/0000-0001-7380-7786"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"\"Feryal A. Alskafi","raw_affiliation_strings":["Khalifa University, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053525471","display_name":"Ahsan H. Khandoker","orcid":"https://orcid.org/0000-0002-0636-1646"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahsan Khandoker","raw_affiliation_strings":["Khalifa University, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058987035","display_name":"Uichin Lee","orcid":"https://orcid.org/0000-0002-1888-1569"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Uichin Lee","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074841659","display_name":"Cheul Y. Park","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cheul Y. Park","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027812586","display_name":"Herbert F. Jelinek\"","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Herbert F. Jelinek\"","raw_affiliation_strings":["Khalifa University, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":60},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.7385,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.7385,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable Technology","score":0.41616857}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.69374186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6832226},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5846948},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48188764},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4232152},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.41616857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39504644},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.14402038}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.22489/cinc.2022.328","pdf_url":null,"source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-887X","issn":["2325-887X","2325-8861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.22489/cinc.2022.328","pdf_url":null,"source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-887X","issn":["2325-887X","2325-8861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":9,"referenced_works":["https://openalex.org/W1980276147","https://openalex.org/W2019754886","https://openalex.org/W2107503934","https://openalex.org/W2165857685","https://openalex.org/W2408524143","https://openalex.org/W2974457857","https://openalex.org/W2975003464","https://openalex.org/W3103291722","https://openalex.org/W3144820984"],"related_works":["https://openalex.org/W4250401876","https://openalex.org/W4245880644","https://openalex.org/W3126390843","https://openalex.org/W3090300519","https://openalex.org/W3047461507","https://openalex.org/W2943851981","https://openalex.org/W2907667791","https://openalex.org/W2562087406","https://openalex.org/W2514492205","https://openalex.org/W2012157391"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,15,39,93],"wearable":[3],"technology":[4],"and":[5,47,98,117,126,171],"machine":[6],"learning":[7],"have":[8],"led":[9],"to":[10,22,29,63,95,149],"an":[11,31,143],"increased":[12],"research":[13],"interest":[14],"the":[16,27,40,81,89,129,135],"use":[17,82],"of":[18,42,52,59,83,106,155],"peripheral":[19,53],"physiological":[20,54,70],"signals":[21,55,92],"recognize":[23],"emotion":[24,35,72,86,153],"granularity.In":[25],"healthcare,":[26],"ability":[28],"create":[30],"algorithm":[32,147],"that":[33,168],"classifies":[34],"content":[36],"can":[37,158],"aid":[38],"development":[41],"treatment":[43,173],"protocols":[44],"for":[45],"psychopathology":[46],"chronic":[48],"disease.The":[49],"non-invasive":[50],"nature":[51],"however":[56],"is":[57],"usually":[58],"low":[60,64,75],"quality":[61],"due":[62],"sampling":[65],"rates.As":[66],"a":[67,104],"result,":[68],"single-mode":[69],"signal-based":[71],"recognition":[73,87],"shows":[74],"performance.In":[76],"this":[77],"research,":[78],"we":[79],"explore":[80],"multi-modal":[84,164],"wearable-based":[85],"using":[88,121,142],"K-EmoCon":[90],"dataset.Physiological":[91],"addition":[94],"self-reported":[96],"arousal":[97],"valence":[99],"records":[100],"were":[101],"analyzed":[102],"with":[103,137,163],"battery":[105],"datamining":[107],"algorithms":[108],"including":[109],"decision":[110],"trees,":[111],"support":[112,134],"vector":[113],"machines,":[114],"k-nearest":[115],"neighbors,":[116],"ensembles.Performance":[118],"was":[119],"evaluated":[120],"accuracy,":[122],"true":[123],"positive":[124],"rate,":[125],"area":[127],"under":[128],"receiver":[130],"operating":[131],"characteristic":[132],"curve.Results":[133],"assumption":[136],"83%":[138],"average":[139],"accuracy":[140,154],"when":[141],"ensemble":[144],"bagged":[145],"tree":[146],"compared":[148],"single":[150],"heart":[151],"rate-based":[152],"56.1%.Emotion":[156],"granularity":[157],"be":[159],"identified":[160],"by":[161],"wearables":[162],"signal":[165],"recording":[166],"capabilities":[167],"improve":[169],"diagnostics":[170],"possibly":[172],"efficacy.":[174]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4323027424","counts_by_year":[],"updated_date":"2024-12-09T21:09:45.316624","created_date":"2023-03-04"}