{"id":"https://openalex.org/W2749037581","doi":"https://doi.org/10.1007/s00779-017-1072-7","title":"Towards emotion recognition for virtual environments: an evaluation of eeg features on benchmark dataset","display_name":"Towards emotion recognition for virtual environments: an evaluation of eeg features on benchmark dataset","publication_year":2017,"publication_date":"2017-08-22","ids":{"openalex":"https://openalex.org/W2749037581","doi":"https://doi.org/10.1007/s00779-017-1072-7","mag":"2749037581"},"language":"en","primary_location":{"id":"doi:10.1007/s00779-017-1072-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00779-017-1072-7","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs00779-017-1072-7.pdf","source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Personal and Ubiquitous Computing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs00779-017-1072-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008399169","display_name":"Maria Luiza Recena Menezes","orcid":"https://orcid.org/0000-0002-6359-7284"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"M. L. R. Menezes","raw_affiliation_strings":["Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden"],"affiliations":[{"raw_affiliation_string":"Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001787838","display_name":"Anas Samara","orcid":"https://orcid.org/0000-0002-2297-1700"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. Samara","raw_affiliation_strings":["School of Computing and Mathematics, Ulster University Belfast, Belfast, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Ulster University Belfast, Belfast, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017163549","display_name":"Leo Galway","orcid":"https://orcid.org/0000-0002-1881-1501"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"L. Galway","raw_affiliation_strings":["School of Computing and Mathematics, Ulster University Belfast, Belfast, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Ulster University Belfast, Belfast, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001400045","display_name":"Anita Sant\u2019Anna","orcid":"https://orcid.org/0000-0002-3495-2961"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"A. Sant\u2019Anna","raw_affiliation_strings":["Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden"],"affiliations":[{"raw_affiliation_string":"Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087630721","display_name":"Antanas Verikas","orcid":"https://orcid.org/0000-0003-2185-8973"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"A. Verikas","raw_affiliation_strings":["Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden"],"affiliations":[{"raw_affiliation_string":"Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086684870","display_name":"Fernando Alonso\u2010Fernandez","orcid":"https://orcid.org/0000-0002-1400-346X"},"institutions":[{"id":"https://openalex.org/I746986","display_name":"Halmstad University","ror":"https://ror.org/03h0qfp10","country_code":"SE","type":"education","lineage":["https://openalex.org/I746986"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"F. Alonso-Fernandez","raw_affiliation_strings":["Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden"],"affiliations":[{"raw_affiliation_string":"Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden","institution_ids":["https://openalex.org/I746986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460917","display_name":"Hui Wang","orcid":"https://orcid.org/0000-0003-2633-6015"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"H. Wang","raw_affiliation_strings":["School of Computing and Mathematics, Ulster University Belfast, Belfast, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Ulster University Belfast, Belfast, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067279312","display_name":"Raymond Bond","orcid":"https://orcid.org/0000-0002-1078-2232"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"R. Bond","raw_affiliation_strings":["School of Computing and Mathematics, Ulster University Belfast, Belfast, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Ulster University Belfast, Belfast, UK","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5008399169"],"corresponding_institution_ids":["https://openalex.org/I746986"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":6.5576,"has_fulltext":true,"cited_by_count":106,"citation_normalized_percentile":{"value":0.96852748,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"21","issue":"6","first_page":"1003","last_page":"1013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9988999962806702,"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":0.9988999962806702,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9983999729156494,"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/T10320","display_name":"Neural Networks and Applications","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.8174129724502563},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5922903418540955},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5097939372062683},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.49709489941596985},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4931327998638153},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.45300614833831787},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4494020938873291},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.44678744673728943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42728912830352783},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42008817195892334},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.4131467044353485},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3852384686470032}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8174129724502563},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5922903418540955},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5097939372062683},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.49709489941596985},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4931327998638153},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.45300614833831787},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4494020938873291},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.44678744673728943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42728912830352783},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42008817195892334},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.4131467044353485},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3852384686470032},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/s00779-017-1072-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00779-017-1072-7","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs00779-017-1072-7.pdf","source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Personal and Ubiquitous Computing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2210.13876","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2210.13876","pdf_url":"https://arxiv.org/pdf/2210.13876","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:pure.atira.dk:publications/0f1c2b2b-bb20-4e7e-97b6-cfb057d1172e","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/0f1c2b2b-bb20-4e7e-97b6-cfb057d1172e","pdf_url":"https://pure.ulster.ac.uk/ws/files/11626958/Revised_Submission.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Menezes, M L R, Samara, A, Galway, L, Sant\u2019Anna, A, Verikas, A, Alonso-Fernandez, F, Wang, H & Bond, R 2017, 'Towards emotion recognition for virtual environments: an evaluation of eeg features on benchmark dataset', Personal and Ubiquitous Computing, vol. 21, no. 6, pp. 1003-1013. https://doi.org/10.1007/s00779-017-1072-7","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:ktu.edu:elaba:32711107","is_oa":true,"landing_page_url":"https://vb.ktu.edu/KTU:ELABAPDB32711107&prefLang=en_US","pdf_url":null,"source":{"id":"https://openalex.org/S4406922255","display_name":"KTUePubl (Repository of Kaunas University of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN 1617-4909","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:DiVA.org:hh-36499","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-36499","pdf_url":null,"source":{"id":"https://openalex.org/S4306401463","display_name":"Hogskolan Ihalmstad (Halmstad University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I746986","host_organization_name":"Halmstad University","host_organization_lineage":["https://openalex.org/I746986"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:elaba:32711107","is_oa":true,"landing_page_url":"https://vb.ktu.edu/KTU:ELABAPDB32711107&prefLang=en_US","pdf_url":null,"source":{"id":"https://openalex.org/S4406922255","display_name":"KTUePubl (Repository of Kaunas University of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Personal and ubiquitous computing, London : Springer, 2017, vol. 21, iss. 6, p. 1003-1013","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s00779-017-1072-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00779-017-1072-7","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs00779-017-1072-7.pdf","source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Personal and Ubiquitous Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.5099999904632568,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1195724955","display_name":null,"funder_award_id":"COST-STSM-TD1405-33385","funder_id":"https://openalex.org/F4320320366","funder_display_name":"European Cooperation in Science and Technology"},{"id":"https://openalex.org/G3601516360","display_name":null,"funder_award_id":"Brazil","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5079005330","display_name":null,"funder_award_id":"support","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320320366","display_name":"European Cooperation in Science and Technology","ror":"https://ror.org/01bstzn19"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320336557","display_name":"Ci\u00eancia sem Fronteiras","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2749037581.pdf","grobid_xml":"https://content.openalex.org/works/W2749037581.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W4474667","https://openalex.org/W203761323","https://openalex.org/W776739491","https://openalex.org/W1556150873","https://openalex.org/W1600681276","https://openalex.org/W1698155719","https://openalex.org/W1761828760","https://openalex.org/W1988195734","https://openalex.org/W1995474267","https://openalex.org/W1996614642","https://openalex.org/W1999289753","https://openalex.org/W2002055708","https://openalex.org/W2004204487","https://openalex.org/W2018543616","https://openalex.org/W2026345534","https://openalex.org/W2043736971","https://openalex.org/W2045914666","https://openalex.org/W2048777612","https://openalex.org/W2080509533","https://openalex.org/W2081420711","https://openalex.org/W2084680213","https://openalex.org/W2091517270","https://openalex.org/W2092802614","https://openalex.org/W2095905361","https://openalex.org/W2100730338","https://openalex.org/W2111466790","https://openalex.org/W2111937537","https://openalex.org/W2116691454","https://openalex.org/W2120945046","https://openalex.org/W2130081702","https://openalex.org/W2132889650","https://openalex.org/W2149628368","https://openalex.org/W2153134014","https://openalex.org/W2153635508","https://openalex.org/W2155776568","https://openalex.org/W2167557160","https://openalex.org/W2170883741","https://openalex.org/W2397564002","https://openalex.org/W2463441338","https://openalex.org/W2481510961","https://openalex.org/W2523454499","https://openalex.org/W2544430780","https://openalex.org/W2556634673","https://openalex.org/W2572169790","https://openalex.org/W2911964244","https://openalex.org/W3141455185","https://openalex.org/W4230125629","https://openalex.org/W4234721591","https://openalex.org/W4250110929"],"related_works":["https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3171520305","https://openalex.org/W2922348724","https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W4310841718"],"abstract_inverted_index":{"One":[0],"of":[1,48,83,163],"the":[2,8,23,39,45,69,81,99,152,164],"challenges":[3],"in":[4,12,57,104,112],"virtual":[5,113],"environments":[6],"is":[7],"difficulty":[9],"users":[10,27],"have":[11],"interacting":[13],"with":[14,22,124],"these":[15],"increasingly":[16],"complex":[17],"systems.":[18],"Ultimately,":[19],"endowing":[20],"machines":[21],"ability":[24],"to":[25,59,68,97,108],"perceive":[26],"emotions":[28],"will":[29],"enable":[30],"a":[31,42,49,61,125],"more":[32],"intuitive":[33],"and":[34,54,66,129,139,148,156,159],"reliable":[35],"interaction.":[36],"Consequently,":[37],"using":[38,141],"electroencephalogram":[40,78],"as":[41],"bio-signal":[43],"sensor,":[44],"affective":[46,84],"state":[47,85],"user":[50,106],"can":[51,64],"be":[52],"modelled":[53],"subsequently":[55],"utilised":[56],"order":[58],"achieve":[60],"system":[62],"that":[63,95],"recognise":[65],"react":[67],"user\u2019s":[70],"emotions.":[71],"This":[72],"paper":[73],"investigates":[74],"features":[75],"extracted":[76],"from":[77,151],"signals":[79],"for":[80,101,137],"purpose":[82],"modelling":[86,105],"based":[87,144],"on":[88,145],"Russell\u2019s":[89],"Circumplex":[90],"Model.":[91],"Investigations":[92],"are":[93],"presented":[94],"aim":[96],"provide":[98],"foundation":[100],"future":[102],"work":[103],"affect":[107],"enhance":[109],"interaction":[110],"experience":[111],"environments.":[114],"The":[115],"DEAP":[116],"dataset":[117],"was":[118],"used":[119],"within":[120],"this":[121],"work,":[122],"along":[123],"Support":[126],"Vector":[127],"Machine":[128],"Random":[130],"Forest,":[131],"which":[132],"yielded":[133],"reasonable":[134],"classification":[135],"accuracies":[136],"Valence":[138],"Arousal":[140],"feature":[142],"vectors":[143],"statistical":[146],"measurements":[147],"band":[149],"power":[150],"\u03b1,":[153],"\u03b2,":[154],"\u03b4,":[155],"\ud835\udf03":[157],"waves":[158],"High":[160],"Order":[161],"Crossing":[162],"EEG":[165],"signal.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}