{"id":"https://openalex.org/W2994145896","doi":"https://doi.org/10.1007/978-3-030-37078-7_19","title":"Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System","display_name":"Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2994145896","doi":"https://doi.org/10.1007/978-3-030-37078-7_19","mag":"2994145896"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-37078-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37078-7_19","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/A5030616495","display_name":"Emil Vega-Gual\u00e1n","orcid":null},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Emil Vega-Gual\u00e1n","raw_affiliation_strings":["SDAS Research Group, Urcuqui, Ecuador","Yachay Tech University, Urcuqui, Ecuador"],"affiliations":[{"raw_affiliation_string":"SDAS Research Group, Urcuqui, Ecuador","institution_ids":[]},{"raw_affiliation_string":"Yachay Tech University, Urcuqui, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045162361","display_name":"Andr\u00e9s M. Gonz\u00e1lez\u2010Vargas","orcid":"https://orcid.org/0000-0001-6393-7130"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andr\u00e9s Vargas","raw_affiliation_strings":["SDAS Research Group, Urcuqui, Ecuador"],"affiliations":[{"raw_affiliation_string":"SDAS Research Group, Urcuqui, Ecuador","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030477606","display_name":"Miguel A. Becerra","orcid":"https://orcid.org/0000-0002-6236-1982"},"institutions":[{"id":"https://openalex.org/I4210094719","display_name":"Pascual Bravo Institution University","ror":"https://ror.org/00s1b0733","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210094719"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Miguel Becerra","raw_affiliation_strings":["Instituci\u00f3n Universitaria Pascual Bravo, Medell\u00ed\u00adn, Colombia","SDAS Research Group, Urcuqui, Ecuador"],"affiliations":[{"raw_affiliation_string":"Instituci\u00f3n Universitaria Pascual Bravo, Medell\u00ed\u00adn, Colombia","institution_ids":["https://openalex.org/I4210094719"]},{"raw_affiliation_string":"SDAS Research Group, Urcuqui, Ecuador","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109364402","display_name":"Ana Umaquinga","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130315","display_name":"Universidad T\u00e9cnica del Norte","ror":"https://ror.org/03f0t8b71","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210130315"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Ana Umaquinga","raw_affiliation_strings":["SDAS Research Group, Urcuqui, Ecuador","Universidad T\u00e9cnica del Norte, Ibarra, Ecuador"],"affiliations":[{"raw_affiliation_string":"SDAS Research Group, Urcuqui, Ecuador","institution_ids":[]},{"raw_affiliation_string":"Universidad T\u00e9cnica del Norte, Ibarra, Ecuador","institution_ids":["https://openalex.org/I4210130315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011699333","display_name":"Jaime A. Riascos","orcid":"https://orcid.org/0000-0001-6134-4139"},"institutions":[{"id":"https://openalex.org/I4210101203","display_name":"Corporaci\u00f3n Universitaria Aut\u00f3noma de Nari\u00f1o","ror":"https://ror.org/015rec412","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210101203"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jaime A. Riascos","raw_affiliation_strings":["Corporaci\u00f3n Universitaria Aut\u00f3noma de Nari\u00f1o, Pasto, Colombia","SDAS Research Group, Urcuqui, Ecuador"],"affiliations":[{"raw_affiliation_string":"Corporaci\u00f3n Universitaria Aut\u00f3noma de Nari\u00f1o, Pasto, Colombia","institution_ids":["https://openalex.org/I4210101203"]},{"raw_affiliation_string":"SDAS Research Group, Urcuqui, Ecuador","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062882562","display_name":"Diego H. Peluffo-Ord\u00f3\u0144ez","orcid":"https://orcid.org/0000-0002-9045-6997"},"institutions":[{"id":"https://openalex.org/I4210101203","display_name":"Corporaci\u00f3n Universitaria Aut\u00f3noma de Nari\u00f1o","ror":"https://ror.org/015rec412","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210101203"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Diego Peluffo","raw_affiliation_strings":["Corporaci\u00f3n Universitaria Aut\u00f3noma de Nari\u00f1o, Pasto, Colombia","SDAS Research Group, Urcuqui, Ecuador"],"affiliations":[{"raw_affiliation_string":"Corporaci\u00f3n Universitaria Aut\u00f3noma de Nari\u00f1o, Pasto, Colombia","institution_ids":["https://openalex.org/I4210101203"]},{"raw_affiliation_string":"SDAS Research Group, Urcuqui, Ecuador","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030477606","https://openalex.org/A5030616495"],"corresponding_institution_ids":["https://openalex.org/I3130401523","https://openalex.org/I4210094719"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5537,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73409243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"189","last_page":"198"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8093245625495911},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8025110960006714},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.749919056892395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7136637568473816},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6715483665466309},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6425663232803345},{"id":"https://openalex.org/keywords/quadratic-classifier","display_name":"Quadratic classifier","score":0.6250255703926086},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5122653841972351},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.43892282247543335},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42203187942504883},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07675909996032715},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06498375535011292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8093245625495911},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8025110960006714},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.749919056892395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7136637568473816},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6715483665466309},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6425663232803345},{"id":"https://openalex.org/C52620605","wikidata":"https://www.wikidata.org/wiki/Q7268357","display_name":"Quadratic classifier","level":3,"score":0.6250255703926086},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5122653841972351},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.43892282247543335},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42203187942504883},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07675909996032715},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06498375535011292}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-37078-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-37078-7_19","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":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W123983963","https://openalex.org/W1979148805","https://openalex.org/W2099169745","https://openalex.org/W2133990480","https://openalex.org/W2166681354","https://openalex.org/W2167961803","https://openalex.org/W2531111755","https://openalex.org/W2617938108","https://openalex.org/W2799061466","https://openalex.org/W2904559787","https://openalex.org/W2923596073","https://openalex.org/W3103913776","https://openalex.org/W4244494905"],"related_works":["https://openalex.org/W2113454941","https://openalex.org/W2951122819","https://openalex.org/W2350751952","https://openalex.org/W1999647744","https://openalex.org/W2362114017","https://openalex.org/W2088711785","https://openalex.org/W3147024994","https://openalex.org/W2411585343","https://openalex.org/W4285246984","https://openalex.org/W2075660794"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}