{"id":"https://openalex.org/W3196066756","doi":"https://doi.org/10.1007/978-3-030-85030-2_22","title":"Feature and Time Series Extraction in Artificial Neural Networks for Arousal Detection from Electrodermal Activity","display_name":"Feature and Time Series Extraction in Artificial Neural Networks for Arousal Detection from Electrodermal Activity","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3196066756","doi":"https://doi.org/10.1007/978-3-030-85030-2_22","mag":"3196066756"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-85030-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85030-2_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/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":true,"raw_author_name":"Roberto S\u00e1nchez-Reolid","raw_affiliation_strings":["Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, 02071, Albacete, Spain","Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain"],"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":"Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"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":[{"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":"Francisco L\u00f3pez de la Rosa","raw_affiliation_strings":["Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076381599","display_name":"Daniel S\u00e1nchez-Reolid","orcid":"https://orcid.org/0000-0003-3612-1261"},"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":"Daniel S\u00e1nchez-Reolid","raw_affiliation_strings":["Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"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","Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain"],"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":"Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"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/I4210163440","display_name":"Medical Research Network","ror":"https://ror.org/05e56c835","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210163440"]},{"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","US"],"is_corresponding":false,"raw_author_name":"Antonio Fern\u00e1ndez-Caballero","raw_affiliation_strings":["CIBERSAM (Biomedical Research Networking Center in Mental Health), 28016, Madrid, Spain","Departamento de Sistemas Inform\u00e1ticos, Universidad de Castilla-La Mancha, 02071, Albacete, Spain","Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain"],"affiliations":[{"raw_affiliation_string":"CIBERSAM (Biomedical Research Networking Center in Mental Health), 28016, Madrid, Spain","institution_ids":["https://openalex.org/I4210163440"]},{"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":"Instituto de Investigaci\u00f3n en Inform\u00e1tica de Albacete, Universidad de Castilla-La Mancha, 02071, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088973319"],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18326834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9976999759674072,"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":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7753764986991882},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.7492619752883911},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7013228535652161},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5946213603019714},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.543764591217041},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5054826736450195},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5024998188018799},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47730979323387146},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.4568834900856018},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4346919059753418},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43332821130752563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38927149772644043},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.2735310196876526},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14887535572052002}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7753764986991882},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.7492619752883911},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7013228535652161},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5946213603019714},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.543764591217041},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5054826736450195},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5024998188018799},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47730979323387146},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.4568834900856018},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4346919059753418},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43332821130752563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38927149772644043},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.2735310196876526},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14887535572052002},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-85030-2_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85030-2_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W608122687","https://openalex.org/W1689711448","https://openalex.org/W1988981069","https://openalex.org/W2008264338","https://openalex.org/W2079735306","https://openalex.org/W2113555622","https://openalex.org/W2116261113","https://openalex.org/W2120339204","https://openalex.org/W2149628368","https://openalex.org/W2288286287","https://openalex.org/W2483430316","https://openalex.org/W2944707459","https://openalex.org/W2948154109","https://openalex.org/W2948277279","https://openalex.org/W2948309415","https://openalex.org/W2948593529","https://openalex.org/W2952175242","https://openalex.org/W3032942404","https://openalex.org/W3033013105","https://openalex.org/W3036393052","https://openalex.org/W3048648033","https://openalex.org/W3080359996","https://openalex.org/W3128764679","https://openalex.org/W3136692761"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624","https://openalex.org/W3135897568"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
