{"id":"https://openalex.org/W4387956018","doi":"https://doi.org/10.1007/s11760-023-02702-z","title":"Intelligent optimal feature selection-based hybrid variational autoencoder and block recurrent transformer network for accurate emotion recognition model using EEG signals","display_name":"Intelligent optimal feature selection-based hybrid variational autoencoder and block recurrent transformer network for accurate emotion recognition model using EEG signals","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387956018","doi":"https://doi.org/10.1007/s11760-023-02702-z"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-023-02702-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-023-02702-z","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-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/A5104188304","display_name":"C. H. Narsimha Reddy","orcid":null},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"C. H. Narsimha Reddy","raw_affiliation_strings":["Electrical Electronics and Communication Engineering (EECE), GITAM University, Patancheru Mandal, Hyderabad, Telangana, 502329, India"],"affiliations":[{"raw_affiliation_string":"Electrical Electronics and Communication Engineering (EECE), GITAM University, Patancheru Mandal, Hyderabad, Telangana, 502329, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026451455","display_name":"Shanthi Mahesh","orcid":"https://orcid.org/0000-0002-3332-5739"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shanthi Mahesh","raw_affiliation_strings":["Information Science and Engineering, Atria Institute of Technology, Hebbal, Bengaluru, 560024, India"],"affiliations":[{"raw_affiliation_string":"Information Science and Engineering, Atria Institute of Technology, Hebbal, Bengaluru, 560024, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013536213","display_name":"K. Manjunathachari","orcid":"https://orcid.org/0000-0001-9586-5282"},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Manjunathachari","raw_affiliation_strings":["Electrical Electronics and Communication Engineering (EECE), GITAM University, Patancheru Mandal, Hyderabad, Telangana, 502329, India"],"affiliations":[{"raw_affiliation_string":"Electrical Electronics and Communication Engineering (EECE), GITAM University, Patancheru Mandal, Hyderabad, Telangana, 502329, India","institution_ids":["https://openalex.org/I885392262"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5104188304"],"corresponding_institution_ids":["https://openalex.org/I885392262"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.8651,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72679717,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"18","issue":"2","first_page":"1027","last_page":"1039"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.9995999932289124,"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":0.998199999332428,"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":0.9812999963760376,"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/autoencoder","display_name":"Autoencoder","score":0.8134725093841553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6851456165313721},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6827656626701355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6637853384017944},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5850541591644287},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.57581627368927},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4596710801124573},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4456857442855835},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41530776023864746},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4008968770503998},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36584556102752686},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09976392984390259}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8134725093841553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6851456165313721},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6827656626701355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6637853384017944},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5850541591644287},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.57581627368927},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4596710801124573},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4456857442855835},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41530776023864746},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4008968770503998},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36584556102752686},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09976392984390259},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-023-02702-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-023-02702-z","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2139795045","https://openalex.org/W2142256396","https://openalex.org/W2168465881","https://openalex.org/W2337522860","https://openalex.org/W2613375858","https://openalex.org/W2740113900","https://openalex.org/W2790404832","https://openalex.org/W2800170478","https://openalex.org/W2902877680","https://openalex.org/W2903959724","https://openalex.org/W2913846632","https://openalex.org/W2946322152","https://openalex.org/W2964276171","https://openalex.org/W2978238286","https://openalex.org/W2978613765","https://openalex.org/W3006383880","https://openalex.org/W3042085267","https://openalex.org/W3081792780","https://openalex.org/W3084140714","https://openalex.org/W3084624816","https://openalex.org/W3086321517","https://openalex.org/W3102160429","https://openalex.org/W3111259518","https://openalex.org/W3139484821","https://openalex.org/W3144907487","https://openalex.org/W3158824420","https://openalex.org/W3185076117","https://openalex.org/W3202606543","https://openalex.org/W4205681697","https://openalex.org/W4285065336","https://openalex.org/W4294597177","https://openalex.org/W4296614627","https://openalex.org/W4308478537","https://openalex.org/W4310258015","https://openalex.org/W4317104075"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4386815338","https://openalex.org/W2145836866","https://openalex.org/W2032664813"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}