{"id":"https://openalex.org/W4308905625","doi":"https://doi.org/10.1007/s13755-022-00201-y","title":"Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset","display_name":"Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset","publication_year":2022,"publication_date":"2022-11-10","ids":{"openalex":"https://openalex.org/W4308905625","doi":"https://doi.org/10.1007/s13755-022-00201-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/36387749"},"language":"en","primary_location":{"id":"doi:10.1007/s13755-022-00201-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-022-00201-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9649575","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035590902","display_name":"Erkan Den\u0131z","orcid":"https://orcid.org/0000-0002-9048-6547"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erkan Deniz","raw_affiliation_strings":["Electrical and Electronics Engineering Department, Technology Faculty, Firat University, Elazig, Turkey","Firat University"],"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Technology Faculty, Firat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]},{"raw_affiliation_string":"Firat University","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000378603","display_name":"Nebras Sobahi","orcid":"https://orcid.org/0000-0001-5788-5629"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nebras Sobahi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014629395","display_name":"Naaman Omar","orcid":"https://orcid.org/0000-0001-6513-1640"},"institutions":[{"id":"https://openalex.org/I4210124331","display_name":"Duhok Polytechnic University","ror":"https://ror.org/024kjbt21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210124331"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Naaman Omar","raw_affiliation_strings":["Department of Information Technology Management, Administration Technical College, Duhok Polytechnic University, Duhok, Iraq"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology Management, Administration Technical College, Duhok Polytechnic University, Duhok, Iraq","institution_ids":["https://openalex.org/I4210124331"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045216943","display_name":"Abdulkadir \u015eeng\u00fcr","orcid":"https://orcid.org/0000-0003-1614-2639"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Abdulkadir Sengur","raw_affiliation_strings":["Electrical and Electronics Engineering Department, Technology Faculty, Firat University, Elazig, Turkey"],"affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Technology Faculty, Firat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074179735","display_name":"U. Rajendra Acharya","orcid":"https://orcid.org/0000-0003-2689-8552"},"institutions":[{"id":"https://openalex.org/I58236372","display_name":"Ngee Ann Polytechnic","ror":"https://ror.org/01w953x65","country_code":"SG","type":"education","lineage":["https://openalex.org/I58236372"]},{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]},{"id":"https://openalex.org/I8696757","display_name":"Singapore University of Social Sciences","ror":"https://ror.org/01s57k749","country_code":"SG","type":"education","lineage":["https://openalex.org/I8696757"]}],"countries":["SG","TW"],"is_corresponding":false,"raw_author_name":"U. Rajendra Acharya","raw_affiliation_strings":["Biomedical Engineering, School of Science and Technology, SUSS University, Singapore, Singapore","Biomedical Informatics and Medical Engineering, Asia University, Taichung, Taiwan","Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore, 599489 Singapore","Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering, School of Science and Technology, SUSS University, Singapore, Singapore","institution_ids":["https://openalex.org/I8696757"]},{"raw_affiliation_string":"Biomedical Informatics and Medical Engineering, Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore, 599489 Singapore","institution_ids":[]},{"raw_affiliation_string":"Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore, Singapore","institution_ids":["https://openalex.org/I58236372"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045216943"],"corresponding_institution_ids":["https://openalex.org/I143396566"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":1.5307,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.81983877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"1","first_page":"31","last_page":"31"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9958000183105469,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9941999912261963,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7906607389450073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7739511728286743},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6868364810943604},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6824687719345093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6817944049835205},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5488026738166809},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5260289311408997},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.5059954524040222},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5054175853729248},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4910919666290283},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.47513940930366516},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.47415226697921753},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43369874358177185},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.41720402240753174},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.4156387150287628},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.405539333820343},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.39656078815460205},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07541802525520325},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.07214972376823425}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7906607389450073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7739511728286743},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6868364810943604},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6824687719345093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6817944049835205},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5488026738166809},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5260289311408997},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.5059954524040222},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5054175853729248},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4910919666290283},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.47513940930366516},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.47415226697921753},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43369874358177185},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.41720402240753174},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.4156387150287628},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.405539333820343},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.39656078815460205},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07541802525520325},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.07214972376823425},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13755-022-00201-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-022-00201-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},{"id":"pmid:36387749","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36387749","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":"Health information science and systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9649575","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9649575","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Health Inf Sci Syst","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9649575","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9649575","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Health Inf Sci Syst","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1545302199","https://openalex.org/W2077532788","https://openalex.org/W2090218979","https://openalex.org/W2108598243","https://openalex.org/W2112797878","https://openalex.org/W2113894235","https://openalex.org/W2115755118","https://openalex.org/W2132085292","https://openalex.org/W2163352848","https://openalex.org/W2163605009","https://openalex.org/W2884642211","https://openalex.org/W2904450375","https://openalex.org/W3009120439","https://openalex.org/W3040413318","https://openalex.org/W3043308633","https://openalex.org/W3044186523","https://openalex.org/W3046236234","https://openalex.org/W3088256290","https://openalex.org/W3094421184","https://openalex.org/W3119290801","https://openalex.org/W3148172507","https://openalex.org/W3158824420","https://openalex.org/W3199376589","https://openalex.org/W3211845866","https://openalex.org/W4205568492","https://openalex.org/W4205730971"],"related_works":["https://openalex.org/W2581696209","https://openalex.org/W2020430625","https://openalex.org/W2044065526","https://openalex.org/W2955952267","https://openalex.org/W2058306460","https://openalex.org/W2076436625","https://openalex.org/W2083564146","https://openalex.org/W2542672976","https://openalex.org/W2049095871","https://openalex.org/W2148428954"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":9}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}