{"id":"https://openalex.org/W4206238148","doi":"https://doi.org/10.1109/bibm52615.2021.9669637","title":"Discriminating Surprise and Anger from EEG and Eye Movements with a Graph Network","display_name":"Discriminating Surprise and Anger from EEG and Eye Movements with a Graph Network","publication_year":2021,"publication_date":"2021-12-09","ids":{"openalex":"https://openalex.org/W4206238148","doi":"https://doi.org/10.1109/bibm52615.2021.9669637"},"language":"en","primary_location":{"id":"doi:10.1109/bibm52615.2021.9669637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669637","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5075803600","display_name":"Wei-Bang Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei-Bang Jiang","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045300183","display_name":"Li-Ming Zhao","orcid":"https://orcid.org/0000-0002-1467-1230"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li-Ming Zhao","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027904523","display_name":"Ping Guo","orcid":"https://orcid.org/0000-0003-3495-688X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Guo","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040440605","display_name":"Bao\u2010Liang Lu","orcid":"https://orcid.org/0000-0001-8359-0058"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bao-Liang Lu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075803600"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.2505,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91711712,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1353","last_page":"1357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","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/T10667","display_name":"Emotion and Mood Recognition","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/surprise","display_name":"Surprise","score":0.8829183578491211},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.7931860685348511},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.722220242023468},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.517841637134552},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4811081290245056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46105802059173584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4292137026786804},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4253881871700287},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.411783367395401},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34536290168762207},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.17087572813034058},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12016952037811279},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.09031429886817932}],"concepts":[{"id":"https://openalex.org/C2780343955","wikidata":"https://www.wikidata.org/wiki/Q333173","display_name":"Surprise","level":2,"score":0.8829183578491211},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.7931860685348511},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.722220242023468},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.517841637134552},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4811081290245056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46105802059173584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4292137026786804},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4253881871700287},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.411783367395401},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34536290168762207},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.17087572813034058},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12016952037811279},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.09031429886817932}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm52615.2021.9669637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669637","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6800000071525574,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2003238582","https://openalex.org/W2772766867","https://openalex.org/W2786768213","https://openalex.org/W2945331847","https://openalex.org/W2962905870","https://openalex.org/W2964015378","https://openalex.org/W3159301005","https://openalex.org/W6726873649","https://openalex.org/W6794649008"],"related_works":["https://openalex.org/W4236382845","https://openalex.org/W4388712630","https://openalex.org/W2481168998","https://openalex.org/W2476994687","https://openalex.org/W1988809324","https://openalex.org/W2945121592","https://openalex.org/W4308769266","https://openalex.org/W2119598471","https://openalex.org/W4402155228","https://openalex.org/W3179181153"],"abstract_inverted_index":{"Emotion":[0],"recognition":[1],"based":[2],"on":[3,45,174],"EEG":[4,70,130,145,159,170,202],"and":[5,17,30,50,71,77,92,111,131,146,156,177,193,198],"eye":[6,72,134,147,163],"movement":[7,73,135],"signals":[8,74],"has":[9,32,122],"been":[10,33],"studied":[11,35],"extensively":[12],"due":[13],"to":[14,57,105,153],"the":[15,37,46,66,118,166,180],"reliability":[16],"stability":[18],"of":[19,23,48,69,127,169,201],"signals.":[20],"The":[21],"separability":[22],"four":[24],"basic":[25],"emotions,":[26,108],"happy,":[27],"sad,":[28],"disgust":[29],"fear,":[31],"systematically":[34],"in":[36,60,188],"existing":[38],"work.":[39],"However,":[40],"there":[41,184],"is":[42],"less":[43],"research":[44],"emotions":[47],"anger":[49,178],"surprise":[51,76,91,110,155,176,192],"since":[52],"they":[53],"are":[54,138,171,185,203],"more":[55,172],"difficult":[56],"be":[58],"elicited":[59],"lab":[61],"settings.":[62],"This":[63],"paper":[64],"investigates":[65],"discrimination":[67],"ability":[68,152],"for":[75],"anger.":[78,93],"To":[79],"this":[80],"end,":[81],"we":[82],"design":[83],"a":[84,96,150],"stimulus":[85],"paradigm":[86],"that":[87],"can":[88],"effectively":[89],"elicit":[90],"We":[94],"propose":[95],"novel":[97],"Graph":[98],"Convolutional":[99],"Network":[100],"with":[101],"Channel":[102],"Attention":[103],"(GCNCA)":[104],"classify":[106],"three":[107],"anger,":[109,157,194],"neutrality.":[112],"Experimental":[113],"results":[114],"indicate":[115],"that:":[116],"a)":[117],"proposed":[119],"GCNCA":[120],"model":[121],"an":[123],"excellent":[124],"classification":[125],"accuracy":[126],"86.47%":[128],"using":[129,133],"84.22%":[132],"signals,":[136],"which":[137],"better":[139,161],"than":[140,162,179],"other":[141],"baseline":[142],"methods;":[143],"b)":[144],"movements":[148],"have":[149],"good":[151],"discriminate":[154],"while":[158],"performs":[160],"movements;":[164],"c)":[165],"high-frequency":[167],"bands":[168],"distinguishable":[173],"classifying":[175],"low-frequency":[181],"bands;":[182],"d)":[183],"some":[186],"differences":[187],"neural":[189],"patterns":[190],"between":[191],"meanwhile":[195],"critical":[196],"channels":[197],"channel":[199],"connections":[200],"found.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
