{"id":"https://openalex.org/W4309456554","doi":"https://doi.org/10.3390/s22228886","title":"Machine Learning Techniques for Arousal Classification from Electrodermal Activity: A Systematic Review","display_name":"Machine Learning Techniques for Arousal Classification from Electrodermal Activity: A Systematic Review","publication_year":2022,"publication_date":"2022-11-17","ids":{"openalex":"https://openalex.org/W4309456554","doi":"https://doi.org/10.3390/s22228886","pmid":"https://pubmed.ncbi.nlm.nih.gov/36433482"},"language":"en","primary_location":{"id":"doi:10.3390/s22228886","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22228886","pdf_url":"https://www.mdpi.com/1424-8220/22/22/8886/pdf?version=1668674440","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":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/22/8886/pdf?version=1668674440","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088973319","display_name":"Roberto S\u00e1nchez-Reolid","orcid":"https://orcid.org/0000-0003-4455-370X"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto S\u00e1nchez-Reolid","raw_affiliation_strings":["Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, 02071 Albacete, Spain","Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4455-370X","affiliations":[{"raw_affiliation_string":"Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, 02071 Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050805384","display_name":"Francisco L\u00f3pez de la Rosa","orcid":"https://orcid.org/0000-0002-1407-9886"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francisco L\u00f3pez de la Rosa","raw_affiliation_strings":["Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1407-9886","affiliations":[{"raw_affiliation_string":"Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076381599","display_name":"Daniel S\u00e1nchez-Reolid","orcid":"https://orcid.org/0000-0003-3612-1261"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel S\u00e1nchez-Reolid","raw_affiliation_strings":["Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3612-1261","affiliations":[{"raw_affiliation_string":"Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033881882","display_name":"Mar\u0131\u0301a Teresa L\u00f3pez","orcid":"https://orcid.org/0000-0002-2846-3483"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda T. L\u00f3pez","raw_affiliation_strings":["Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, 02071 Albacete, Spain","Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2846-3483","affiliations":[{"raw_affiliation_string":"Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, 02071 Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062083281","display_name":"Antonio Fern\u00e1ndez\u2010Caballero","orcid":"https://orcid.org/0000-0002-8211-0398"},"institutions":[{"id":"https://openalex.org/I2801357902","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886","country_code":"ES","type":"funder","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I4210090703","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Salud Mental","ror":"https://ror.org/009byq155","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210090703","https://openalex.org/I4387152914"]},{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Antonio Fern\u00e1ndez-Caballero","raw_affiliation_strings":["CIBERSAM-ISCIII (Biomedical Research Networking Center in Mental Health, Instituto de Salud Carlos III), 28016 Madrid, Spain","Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, 02071 Albacete, Spain","Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8211-0398","affiliations":[{"raw_affiliation_string":"CIBERSAM-ISCIII (Biomedical Research Networking Center in Mental Health, Instituto de Salud Carlos III), 28016 Madrid, Spain","institution_ids":["https://openalex.org/I2801357902","https://openalex.org/I4210090703"]},{"raw_affiliation_string":"Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, 02071 Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Neurocognition and Emotion Unit, Instituto de Investigaci\u00f3n en Inform\u00e1tica, 02071 Albacete, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062083281"],"corresponding_institution_ids":["https://openalex.org/I2801357902","https://openalex.org/I4210090703","https://openalex.org/I79189158"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.1968,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.92725799,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"22","issue":"22","first_page":"8886","last_page":"8886"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9947999715805054,"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":0.9947999715805054,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9894999861717224,"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/arousal","display_name":"Arousal","score":0.7488024234771729},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7131339907646179},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7122396230697632},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6147812008857727},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5876265168190002},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5474969148635864},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.4707986116409302},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44469642639160156},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23760944604873657},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.0971897542476654},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.06614276766777039}],"concepts":[{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.7488024234771729},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7131339907646179},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7122396230697632},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6147812008857727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5876265168190002},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5474969148635864},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.4707986116409302},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44469642639160156},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23760944604873657},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0971897542476654},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06614276766777039},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001143","descriptor_name":"Arousal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001143","descriptor_name":"Arousal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001143","descriptor_name":"Arousal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001143","descriptor_name":"Arousal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005712","descriptor_name":"Galvanic Skin Response","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005712","descriptor_name":"Galvanic Skin Response","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005712","descriptor_name":"Galvanic Skin Response","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005712","descriptor_name":"Galvanic Skin Response","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22228886","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22228886","pdf_url":"https://www.mdpi.com/1424-8220/22/22/8886/pdf?version=1668674440","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:36433482","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36433482","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:doaj.org/article:66394da481664075911434d5b3920e1a","is_oa":true,"landing_page_url":"https://doaj.org/article/66394da481664075911434d5b3920e1a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 22, p 8886 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/22/8886/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22228886","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; Volume 22; Issue 22; Pages: 8886","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9695360","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9695360","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/s22228886","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22228886","pdf_url":"https://www.mdpi.com/1424-8220/22/22/8886/pdf?version=1668674440","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/G1622782223","display_name":null,"funder_award_id":"MCIN/AEI/10","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2478451446","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320334923","funder_display_name":"Instituto de Salud Carlos III"},{"id":"https://openalex.org/G2672435700","display_name":null,"funder_award_id":"/10.13039/501100011033","funder_id":"https://openalex.org/F4320334923","funder_display_name":"Instituto de Salud Carlos III"},{"id":"https://openalex.org/G2713276326","display_name":null,"funder_award_id":"by MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3219925899","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3836713045","display_name":null,"funder_award_id":"PID2020-115220RB-C21","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4045093968","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G410571670","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G4305436266","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G451917667","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G4661563589","display_name":null,"funder_award_id":"FPU16/03740","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G4707444320","display_name":null,"funder_award_id":"BES-2017-081958","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5513591117","display_name":null,"funder_award_id":"FPU16/03740","funder_id":"https://openalex.org/F4320334923","funder_display_name":"Instituto de Salud Carlos III"},{"id":"https://openalex.org/G5539308778","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5967599077","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6218905885","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G6388568436","display_name":null,"funder_award_id":"BES-2017-081958","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6881117114","display_name":null,"funder_award_id":"FPU16/03740","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7017711563","display_name":null,"funder_award_id":"081958","funder_id":"https://openalex.org/F4320334923","funder_display_name":"Instituto de Salud Carlos III"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7495748125","display_name":null,"funder_award_id":"EQC2019-006063-P","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7599946676","display_name":null,"funder_award_id":"EQC2019-006063-P","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7803249223","display_name":null,"funder_award_id":"PID2020-115220RB-C21","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8696694383","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320334923","funder_display_name":"Instituto de Salud Carlos III"},{"id":"https://openalex.org/G8888022036","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"}],"funders":[{"id":"https://openalex.org/F4320324085","display_name":"Centro de Investigaci\u00f3n Biom\u00e9dica en Red de Salud Mental","ror":"https://ror.org/009byq155"},{"id":"https://openalex.org/F4320334923","display_name":"Instituto de Salud Carlos III","ror":"https://ror.org/00ca2c886"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4309456554.pdf","grobid_xml":"https://content.openalex.org/works/W4309456554.grobid-xml"},"referenced_works_count":140,"referenced_works":["https://openalex.org/W183905541","https://openalex.org/W1239497932","https://openalex.org/W1842328245","https://openalex.org/W1963552713","https://openalex.org/W1981648298","https://openalex.org/W1985941926","https://openalex.org/W1990517717","https://openalex.org/W1995875735","https://openalex.org/W2000503364","https://openalex.org/W2002055708","https://openalex.org/W2027068798","https://openalex.org/W2027309689","https://openalex.org/W2029065161","https://openalex.org/W2034450065","https://openalex.org/W2042124323","https://openalex.org/W2056553391","https://openalex.org/W2064354493","https://openalex.org/W2079155753","https://openalex.org/W2091306084","https://openalex.org/W2100085204","https://openalex.org/W2105036571","https://openalex.org/W2113555622","https://openalex.org/W2119018277","https://openalex.org/W2120339204","https://openalex.org/W2128396630","https://openalex.org/W2130175312","https://openalex.org/W2131274108","https://openalex.org/W2144408839","https://openalex.org/W2149628368","https://openalex.org/W2161374186","https://openalex.org/W2165857685","https://openalex.org/W2167641870","https://openalex.org/W2226946753","https://openalex.org/W2279166943","https://openalex.org/W2294683276","https://openalex.org/W2295748404","https://openalex.org/W2329439512","https://openalex.org/W2336384609","https://openalex.org/W2396566314","https://openalex.org/W2425176062","https://openalex.org/W2486424409","https://openalex.org/W2504069552","https://openalex.org/W2538039704","https://openalex.org/W2547616654","https://openalex.org/W2563752936","https://openalex.org/W2719677204","https://openalex.org/W2731836491","https://openalex.org/W2754363123","https://openalex.org/W2755090024","https://openalex.org/W2756440391","https://openalex.org/W2764271683","https://openalex.org/W2766415135","https://openalex.org/W2772676597","https://openalex.org/W2774167400","https://openalex.org/W2799458759","https://openalex.org/W2808649502","https://openalex.org/W2811388232","https://openalex.org/W2885195348","https://openalex.org/W2898923912","https://openalex.org/W2901099183","https://openalex.org/W2905559137","https://openalex.org/W2908897176","https://openalex.org/W2909512602","https://openalex.org/W2913068231","https://openalex.org/W2915903427","https://openalex.org/W2917094047","https://openalex.org/W2928768852","https://openalex.org/W2932628637","https://openalex.org/W2937732310","https://openalex.org/W2941139002","https://openalex.org/W2941933393","https://openalex.org/W2942495215","https://openalex.org/W2944707459","https://openalex.org/W2944720247","https://openalex.org/W2946005651","https://openalex.org/W2949727560","https://openalex.org/W2953127026","https://openalex.org/W2954948187","https://openalex.org/W2959925525","https://openalex.org/W2964302218","https://openalex.org/W2969221148","https://openalex.org/W2976256431","https://openalex.org/W2979133542","https://openalex.org/W2980064575","https://openalex.org/W2980182935","https://openalex.org/W2980888565","https://openalex.org/W2981080915","https://openalex.org/W2984566643","https://openalex.org/W2991115988","https://openalex.org/W2993314850","https://openalex.org/W2995368444","https://openalex.org/W2999117202","https://openalex.org/W2999806515","https://openalex.org/W3000402017","https://openalex.org/W3010734943","https://openalex.org/W3010735150","https://openalex.org/W3015948701","https://openalex.org/W3017298754","https://openalex.org/W3020088698","https://openalex.org/W3024761859","https://openalex.org/W3030021786","https://openalex.org/W3031136159","https://openalex.org/W3033013105","https://openalex.org/W3039300181","https://openalex.org/W3080359996","https://openalex.org/W3085508294","https://openalex.org/W3087422162","https://openalex.org/W3092087814","https://openalex.org/W3092123285","https://openalex.org/W3094585968","https://openalex.org/W3103821361","https://openalex.org/W3116273309","https://openalex.org/W3133520287","https://openalex.org/W3138012048","https://openalex.org/W3145728983","https://openalex.org/W3147945880","https://openalex.org/W3157743651","https://openalex.org/W3170744252","https://openalex.org/W3174243433","https://openalex.org/W3176466033","https://openalex.org/W3180419441","https://openalex.org/W3184018974","https://openalex.org/W3189113687","https://openalex.org/W3211717257","https://openalex.org/W3215863384","https://openalex.org/W4200245573","https://openalex.org/W4205185431","https://openalex.org/W4214910852","https://openalex.org/W4220654868","https://openalex.org/W4231254085","https://openalex.org/W4239510810","https://openalex.org/W4283736160","https://openalex.org/W4285243507","https://openalex.org/W4288435334","https://openalex.org/W4300856760","https://openalex.org/W6628116150","https://openalex.org/W6678739133","https://openalex.org/W6680532697","https://openalex.org/W6681082973","https://openalex.org/W6722270890"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2733753409","https://openalex.org/W2104657898","https://openalex.org/W2740144240","https://openalex.org/W1948992892","https://openalex.org/W4249408726","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2067113104"],"abstract_inverted_index":{"This":[0,124],"article":[1],"introduces":[2],"a":[3,19],"systematic":[4,41,125],"review":[5,42,126],"on":[6,10],"arousal":[7,77,121,137],"classification":[8,78,146],"based":[9],"electrodermal":[11],"activity":[12],"(EDA)":[13],"and":[14,62,90],"machine":[15],"learning":[16,99,113],"(ML).":[17],"From":[18],"first":[20],"set":[21],"of":[22,73,120,131,136],"284":[23],"articles":[24],"searched":[25],"for":[26,76,133],"in":[27,117,145],"six":[28],"scientific":[29],"databases,":[30],"fifty-nine":[31],"were":[32],"finally":[33],"selected":[34],"according":[35],"to":[36,47,52,70],"various":[37],"criteria":[38],"established.":[39],"The":[40],"has":[43,83,108],"made":[44],"it":[45,107],"possible":[46],"analyse":[48],"all":[49,66],"the":[50,54,71,97,118,129,134,148],"steps":[51],"which":[53],"EDA":[55,132],"signals":[56,75],"are":[57],"subjected:":[58],"acquisition,":[59],"pre-processing,":[60],"processing":[61],"feature":[63],"extraction.":[64],"Finally,":[65],"ML":[67,149],"techniques":[68],"applied":[69],"features":[72],"these":[74],"have":[79],"been":[80,84,109],"studied.":[81],"It":[82],"found":[85],"that":[86,111,128],"support":[87],"vector":[88],"machines":[89],"artificial":[91],"neural":[92],"networks":[93],"stand":[94],"out":[95],"within":[96],"supervised":[98],"methods":[100,150],"given":[101],"their":[102],"high-performance":[103],"values.":[104],"In":[105],"contrast,":[106],"shown":[110],"unsupervised":[112],"is":[114,138],"not":[115],"present":[116],"detection":[119,135],"through":[122],"EDA.":[123],"concludes":[127],"use":[130],"widely":[139],"spread,":[140],"with":[141,147],"particularly":[142],"good":[143],"results":[144],"found.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
