{"id":"https://openalex.org/W4291700095","doi":"https://doi.org/10.1109/icccs55155.2022.9845836","title":"Anxious Mood Recognition Based on Electroencephalogram Pattern Recognition","display_name":"Anxious Mood Recognition Based on Electroencephalogram Pattern Recognition","publication_year":2022,"publication_date":"2022-04-22","ids":{"openalex":"https://openalex.org/W4291700095","doi":"https://doi.org/10.1109/icccs55155.2022.9845836"},"language":"en","primary_location":{"id":"doi:10.1109/icccs55155.2022.9845836","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs55155.2022.9845836","pdf_url":null,"source":{"id":"https://openalex.org/S4363608130","display_name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","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/A5086304104","display_name":"Xiaorou Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaorou Hu","raw_affiliation_strings":["Southwest University,College of Electronic and Information Engineering,Chongqing,China","College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Southwest University,College of Electronic and Information Engineering,Chongqing,China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035864557","display_name":"Wanhui Wen","orcid":"https://orcid.org/0000-0003-3528-6478"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanhui Wen","raw_affiliation_strings":["Southwest University,College of Electronic and Information Engineering,Chongqing,China","College of Electronic and Information Engineering, Southwest University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Southwest University,College of Electronic and Information Engineering,Chongqing,China","institution_ids":["https://openalex.org/I142108993"]},{"raw_affiliation_string":"College of Electronic and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086304104"],"corresponding_institution_ids":["https://openalex.org/I142108993"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06690141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"251","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9902999997138977,"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/electroencephalography","display_name":"Electroencephalography","score":0.7505154013633728},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.6835079789161682},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6165882349014282},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.5666415691375732},{"id":"https://openalex.org/keywords/beck-anxiety-inventory","display_name":"Beck Anxiety Inventory","score":0.5663148164749146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44182753562927246},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4240325391292572},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42246949672698975},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3957269787788391},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3701326847076416},{"id":"https://openalex.org/keywords/beck-depression-inventory","display_name":"Beck Depression Inventory","score":0.34467175602912903},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.28914016485214233},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.28842270374298096},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.28359732031822205},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1284692883491516},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09043338894844055}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7505154013633728},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.6835079789161682},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6165882349014282},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.5666415691375732},{"id":"https://openalex.org/C2776653193","wikidata":"https://www.wikidata.org/wiki/Q4878596","display_name":"Beck Anxiety Inventory","level":4,"score":0.5663148164749146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44182753562927246},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4240325391292572},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42246949672698975},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3957269787788391},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3701326847076416},{"id":"https://openalex.org/C2779631380","wikidata":"https://www.wikidata.org/wiki/Q813655","display_name":"Beck Depression Inventory","level":3,"score":0.34467175602912903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28914016485214233},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.28842270374298096},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.28359732031822205},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1284692883491516},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09043338894844055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccs55155.2022.9845836","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs55155.2022.9845836","pdf_url":null,"source":{"id":"https://openalex.org/S4363608130","display_name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.800000011920929}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W42357488","https://openalex.org/W2032958479","https://openalex.org/W2043705607","https://openalex.org/W2046631215","https://openalex.org/W2073193525","https://openalex.org/W2073919051","https://openalex.org/W2074346659","https://openalex.org/W2165410906","https://openalex.org/W2326550137","https://openalex.org/W2625929003","https://openalex.org/W2782655025","https://openalex.org/W2947190774","https://openalex.org/W2969607850","https://openalex.org/W2974802536","https://openalex.org/W3009849862","https://openalex.org/W4238079920","https://openalex.org/W4392069448"],"related_works":["https://openalex.org/W4385603393","https://openalex.org/W2082153409","https://openalex.org/W2481660360","https://openalex.org/W2491086957","https://openalex.org/W2334752841","https://openalex.org/W2461720450","https://openalex.org/W4237410373","https://openalex.org/W3164006501","https://openalex.org/W2909117180","https://openalex.org/W2100919579"],"abstract_inverted_index":{"This":[0],"work":[1],"recruited":[2],"college":[3],"students":[4],"with":[5,93],"anxious":[6,39,63,81,87],"or":[7],"non-anxious":[8,42,89],"moods":[9,90],"as":[10],"subjects":[11,36],"and":[12,26,41,49,70,88,99,110],"collected":[13],"their":[14],"electroencephalogram":[15],"(EEG)":[16],"data.":[17],"The":[18,83],"scores":[19],"of":[20,80,97,104,113],"Generalized":[21],"Anxiety":[22,28],"Disorder":[23],"scale":[24],"(GAD)":[25],"Beck":[27],"Inventory":[29],"(BAI)":[30],"were":[31,47,91],"applied":[32,66],"to":[33,54,62,73],"divide":[34],"the":[35,38,56,57,114],"into":[37],"group":[40],"group.":[43],"Then,":[44],"EEG":[45,58,76],"features":[46],"extracted":[48],"statistically":[50],"tested,":[51],"in":[52],"order":[53],"find":[55],"parameters":[59],"most":[60],"related":[61],"mood.":[64,82],"We":[65],"backward":[67],"feature":[68],"selection":[69],"classifier":[71],"training":[72],"construct":[74],"an":[75],"pattern":[77],"recognition":[78],"model":[79],"results":[84],"showed":[85],"that":[86],"distinguished":[92],"a":[94,100],"test":[95],"accuracy":[96,103],"86.67%":[98],"subject-independent":[101],"validation":[102],"63.04%":[105],"by":[106],"using":[107],"delta-band":[108],"power":[109,112],"alpha-band":[111],"FT7":[115],"channel.":[116]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}