{"id":"https://openalex.org/W2995862930","doi":"https://doi.org/10.3390/s20010059","title":"Electroencephalogram Profiles for Emotion Identification over the Brain Regions Using Spectral, Entropy and Temporal Biomarkers","display_name":"Electroencephalogram Profiles for Emotion Identification over the Brain Regions Using Spectral, Entropy and Temporal Biomarkers","publication_year":2019,"publication_date":"2019-12-20","ids":{"openalex":"https://openalex.org/W2995862930","doi":"https://doi.org/10.3390/s20010059","mag":"2995862930","pmid":"https://pubmed.ncbi.nlm.nih.gov/31861913"},"language":"en","primary_location":{"id":"doi:10.3390/s20010059","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20010059","pdf_url":"https://www.mdpi.com/1424-8220/20/1/59/pdf?version=1576843577","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/1/59/pdf?version=1576843577","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000880174","display_name":"Noor Kamal Al-Qazzaz","orcid":"https://orcid.org/0000-0001-6566-3452"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["IQ","MY"],"is_corresponding":true,"raw_author_name":"Noor Kamal Al-Qazzaz","raw_affiliation_strings":["Department of Biomedical Engineering, Al-Khwarizmi College of Engineering, University of Baghdad, Baghdad 47146, Iraq","Department of Electrical, Electronic & Systems Engineering, Faculty of Engineering & Built Environment, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor 43600, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Al-Khwarizmi College of Engineering, University of Baghdad, Baghdad 47146, Iraq","institution_ids":["https://openalex.org/I135120706"]},{"raw_affiliation_string":"Department of Electrical, Electronic & Systems Engineering, Faculty of Engineering & Built Environment, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043907449","display_name":"Mohannad K. Sabir","orcid":null},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Mohannad K. Sabir","raw_affiliation_strings":["Department of Biomedical Engineering, Al-Khwarizmi College of Engineering, University of Baghdad, Baghdad 47146, Iraq"],"raw_orcid":"https://orcid.org/0000-0001-7733-6168","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Al-Khwarizmi College of Engineering, University of Baghdad, Baghdad 47146, Iraq","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055906957","display_name":"Sawal Hamid Md Ali","orcid":"https://orcid.org/0000-0002-4819-863X"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sawal Hamid Bin Mohd Ali","raw_affiliation_strings":["Department of Electrical, Electronic & Systems Engineering, Faculty of Engineering & Built Environment, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor 43600, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-4819-863X","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronic & Systems Engineering, Faculty of Engineering & Built Environment, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064105727","display_name":"Siti Anom Ahmad","orcid":"https://orcid.org/0000-0003-1759-0118"},"institutions":[{"id":"https://openalex.org/I130343225","display_name":"Universiti Putra Malaysia","ror":"https://ror.org/02e91jd64","country_code":"MY","type":"education","lineage":["https://openalex.org/I130343225"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Anom Ahmad","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, UPM Serdang, Selangor 43400, Malaysia","Malaysian Research Institute of Ageing (MyAgeing), Universiti Putra Malaysia, Serdang, Selangor 43400, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-1759-0118","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Faculty of Engineering, Universiti Putra Malaysia, UPM Serdang, Selangor 43400, Malaysia","institution_ids":["https://openalex.org/I130343225"]},{"raw_affiliation_string":"Malaysian Research Institute of Ageing (MyAgeing), Universiti Putra Malaysia, Serdang, Selangor 43400, Malaysia","institution_ids":["https://openalex.org/I130343225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073254147","display_name":"Karl Grammer","orcid":null},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Karl Grammer","raw_affiliation_strings":["Department of Evolutionary Anthropology, University of Vienna, Althan strasse 14, A-1090 Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Evolutionary Anthropology, University of Vienna, Althan strasse 14, A-1090 Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000880174"],"corresponding_institution_ids":["https://openalex.org/I135120706","https://openalex.org/I885383172"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.4807,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.89373202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"20","issue":"1","first_page":"59","last_page":"59"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9980000257492065,"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":0.9980000257492065,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9962999820709229,"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":0.991599977016449,"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":0.7148273587226868},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5631952285766602},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4838098883628845},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.45821091532707214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44938910007476807},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.43003982305526733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4090850055217743},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.38642942905426025},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1677454113960266}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7148273587226868},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5631952285766602},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4838098883628845},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.45821091532707214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44938910007476807},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.43003982305526733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4090850055217743},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.38642942905426025},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1677454113960266},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s20010059","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20010059","pdf_url":"https://www.mdpi.com/1424-8220/20/1/59/pdf?version=1576843577","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:31861913","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31861913","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:psasir.upm.edu.my:38199","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196260","display_name":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130343225","host_organization_name":"Universiti Putra Malaysia","host_organization_lineage":["https://openalex.org/I130343225"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/1/59/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20010059","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6982965","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6982965","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20010059","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20010059","pdf_url":"https://www.mdpi.com/1424-8220/20/1/59/pdf?version=1576843577","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8644753125","display_name":null,"funder_award_id":"FRGS/1/2018/TK04/UKM/02/2","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2995862930.pdf","grobid_xml":"https://content.openalex.org/works/W2995862930.grobid-xml"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W32709953","https://openalex.org/W1503642079","https://openalex.org/W1522796040","https://openalex.org/W1593765659","https://openalex.org/W1736063764","https://openalex.org/W1834718098","https://openalex.org/W1869284256","https://openalex.org/W1947251450","https://openalex.org/W1953143846","https://openalex.org/W1966461768","https://openalex.org/W1966797434","https://openalex.org/W1969425174","https://openalex.org/W1972076735","https://openalex.org/W1972458871","https://openalex.org/W1982400723","https://openalex.org/W1993022903","https://openalex.org/W2001097956","https://openalex.org/W2006319238","https://openalex.org/W2014683958","https://openalex.org/W2019608648","https://openalex.org/W2025751302","https://openalex.org/W2027502701","https://openalex.org/W2036309320","https://openalex.org/W2043181832","https://openalex.org/W2047088852","https://openalex.org/W2049928562","https://openalex.org/W2056925087","https://openalex.org/W2065919594","https://openalex.org/W2073259577","https://openalex.org/W2073795431","https://openalex.org/W2075230775","https://openalex.org/W2086872953","https://openalex.org/W2093300839","https://openalex.org/W2095140437","https://openalex.org/W2095905361","https://openalex.org/W2107565916","https://openalex.org/W2107790366","https://openalex.org/W2112824349","https://openalex.org/W2127864857","https://openalex.org/W2128568765","https://openalex.org/W2136559866","https://openalex.org/W2139564752","https://openalex.org/W2144756000","https://openalex.org/W2148028185","https://openalex.org/W2151393950","https://openalex.org/W2160113147","https://openalex.org/W2166294624","https://openalex.org/W2168647817","https://openalex.org/W2188000735","https://openalex.org/W2232827647","https://openalex.org/W2273310283","https://openalex.org/W2280719928","https://openalex.org/W2323851044","https://openalex.org/W2334364997","https://openalex.org/W2347321271","https://openalex.org/W2413045365","https://openalex.org/W2478764905","https://openalex.org/W2508285469","https://openalex.org/W2547173732","https://openalex.org/W2562639901","https://openalex.org/W2577343412","https://openalex.org/W2623565810","https://openalex.org/W2625929003","https://openalex.org/W2749183303","https://openalex.org/W2754156622","https://openalex.org/W2765606391","https://openalex.org/W2767262600","https://openalex.org/W2782856978","https://openalex.org/W2785448952","https://openalex.org/W2792670553","https://openalex.org/W2800276980","https://openalex.org/W2801464374","https://openalex.org/W2810302362","https://openalex.org/W2817324925","https://openalex.org/W2896297654","https://openalex.org/W2904463929","https://openalex.org/W2920125235","https://openalex.org/W2942753551","https://openalex.org/W2948557801","https://openalex.org/W2955711911","https://openalex.org/W2979342419","https://openalex.org/W3105474450","https://openalex.org/W6637654131","https://openalex.org/W6989880136"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W4312960290","https://openalex.org/W2466887110","https://openalex.org/W2068485906","https://openalex.org/W4389933916","https://openalex.org/W2314032432","https://openalex.org/W2335893660"],"abstract_inverted_index":{"Identifying":[0],"emotions":[1],"has":[2,17],"become":[3],"essential":[4],"for":[5,20,48,151,175],"comprehending":[6],"varied":[7],"human":[8,205],"behavior":[9,206],"during":[10],"our":[11],"daily":[12],"lives.":[13],"The":[14,31,90,154],"electroencephalogram":[15],"(EEG)":[16],"been":[18],"adopted":[19],"eliciting":[21],"information":[22],"in":[23],"terms":[24],"of":[25,65,92,100,125,128,160,167],"waveform":[26],"distribution":[27],"over":[28,86,191],"the":[29,56,87,98,137,147,158,192,212],"scalp.":[30],"rationale":[32],"behind":[33],"this":[34],"work":[35],"is":[36],"twofold.":[37],"First,":[38],"it":[39,52],"aims":[40,53],"to":[41,54,135,145,187],"propose":[42],"spectral,":[43,57,162],"entropy":[44,58,116,163],"and":[45,59,78,118,140,164,171,182,197],"temporal":[46,60,119,165],"biomarkers":[47,61,139,174,196],"emotion":[49],"identification.":[50],"Second,":[51],"integrate":[55],"as":[62,134,208],"a":[63],"means":[64],"developing":[66],"spectro-spatial":[67],"(":[68,74,80],"S":[69,70,76,82,177,178,181,184],")":[71,77,83],",":[72,179],"entropy-spatial":[73],"E":[75,180],"temporo-spatial":[79],"T":[81,183],"emotional":[84,109,138,152,189],"profiles":[85,150,185,198],"brain":[88,193],"regions.":[89],"EEGs":[91],"40":[93],"healthy":[94],"volunteer":[95],"students":[96],"from":[97],"University":[99],"Vienna":[101],"were":[102,121,131,143],"recorded":[103],"while":[104],"they":[105],"viewed":[106],"seven":[107],"brief":[108],"video":[110],"clips.":[111],"Features":[112],"using":[113],"spectral":[114],"analysis,":[115],"method":[117],"feature":[120],"computed.":[122],"Three":[123],"stages":[124],"two-way":[126],"analysis":[127],"variance":[129],"(ANOVA)":[130],"undertaken":[132],"so":[133],"identify":[136],"Pearson's":[141],"correlations":[142],"employed":[144],"determine":[146],"optimal":[148],"explanatory":[149],"detection.":[153],"results":[155],"evidence":[156],"that":[157],"combination":[159],"applied":[161],"sets":[166],"features":[168],"may":[169],"provide":[170],"convey":[172],"reliable":[173],"identifying":[176],"relating":[186],"different":[188],"states":[190],"areas.":[194],"EEG":[195],"enable":[199],"more":[200],"comprehensive":[201],"insights":[202],"into":[203],"various":[204],"effects":[207],"an":[209],"intervention":[210],"on":[211],"brain.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}