{"id":"https://openalex.org/W2892993518","doi":"https://doi.org/10.1007/978-3-030-01421-6_12","title":"Epileptic Seizure Prediction from EEG Signals Using Unsupervised Learning and a Polling-Based Decision Process","display_name":"Epileptic Seizure Prediction from EEG Signals Using Unsupervised Learning and a Polling-Based Decision Process","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2892993518","doi":"https://doi.org/10.1007/978-3-030-01421-6_12","mag":"2892993518"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-01421-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01421-6_12","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/A5014023447","display_name":"Lucas Aparecido Silva Kitano","orcid":null},"institutions":[{"id":"https://openalex.org/I107371206","display_name":"Federal Institute of S\u00e3o Paulo","ror":"https://ror.org/005pn5z34","country_code":"BR","type":"education","lineage":["https://openalex.org/I107371206"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Lucas Aparecido Silva Kitano","raw_affiliation_strings":["Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil","institution_ids":["https://openalex.org/I107371206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085268505","display_name":"Miguel Angelo de Abreu de Sousa","orcid":"https://orcid.org/0000-0001-9056-1095"},"institutions":[{"id":"https://openalex.org/I107371206","display_name":"Federal Institute of S\u00e3o Paulo","ror":"https://ror.org/005pn5z34","country_code":"BR","type":"education","lineage":["https://openalex.org/I107371206"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Miguel Angelo Abreu Sousa","raw_affiliation_strings":["Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil","institution_ids":["https://openalex.org/I107371206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081561758","display_name":"Sara Dereste dos Santos","orcid":"https://orcid.org/0000-0001-5060-8768"},"institutions":[{"id":"https://openalex.org/I107371206","display_name":"Federal Institute of S\u00e3o Paulo","ror":"https://ror.org/005pn5z34","country_code":"BR","type":"education","lineage":["https://openalex.org/I107371206"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sara Dereste Santos","raw_affiliation_strings":["Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil","institution_ids":["https://openalex.org/I107371206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044117098","display_name":"Ricardo Pires","orcid":"https://orcid.org/0000-0003-4677-8435"},"institutions":[{"id":"https://openalex.org/I107371206","display_name":"Federal Institute of S\u00e3o Paulo","ror":"https://ror.org/005pn5z34","country_code":"BR","type":"education","lineage":["https://openalex.org/I107371206"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo Pires","raw_affiliation_strings":["Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil","institution_ids":["https://openalex.org/I107371206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060542296","display_name":"Sigride Thom\u00e9-Souza","orcid":"https://orcid.org/0000-0002-3017-6723"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sigride Thome-Souza","raw_affiliation_strings":["Institute of Psychiatry, Faculty of Medicine, University of S\u00e3o Paulo, R. Dr. Ov\u00eddio Pires de Campos, 785, S\u00e3o Paulo, SP, 01060-970, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Psychiatry, Faculty of Medicine, University of S\u00e3o Paulo, R. Dr. Ov\u00eddio Pires de Campos, 785, S\u00e3o Paulo, SP, 01060-970, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064437671","display_name":"Alexandre Brincalepe Campo","orcid":"https://orcid.org/0000-0001-5473-3283"},"institutions":[{"id":"https://openalex.org/I107371206","display_name":"Federal Institute of S\u00e3o Paulo","ror":"https://ror.org/005pn5z34","country_code":"BR","type":"education","lineage":["https://openalex.org/I107371206"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre Brincalepe Campo","raw_affiliation_strings":["Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Institute of Education, Science and Technology of S\u00e3o Paulo, Rua Pedro Vicente, 625, S\u00e3o Paulo, 01109-010, Brazil","institution_ids":["https://openalex.org/I107371206"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014023447"],"corresponding_institution_ids":["https://openalex.org/I107371206"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.6327,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.95943591,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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":0.9976000189781189,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9857000112533569,"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/computer-science","display_name":"Computer science","score":0.7625266909599304},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.721053957939148},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7061126828193665},{"id":"https://openalex.org/keywords/polling","display_name":"Polling","score":0.6898819208145142},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.683192253112793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.582297146320343},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48043060302734375},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41247260570526123},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41246867179870605},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33752119541168213},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16690880060195923},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1417611837387085}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7625266909599304},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.721053957939148},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7061126828193665},{"id":"https://openalex.org/C204854418","wikidata":"https://www.wikidata.org/wiki/Q1362921","display_name":"Polling","level":2,"score":0.6898819208145142},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.683192253112793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.582297146320343},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48043060302734375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41247260570526123},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41246867179870605},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33752119541168213},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16690880060195923},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1417611837387085},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-01421-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01421-6_12","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1175789168","https://openalex.org/W1556131344","https://openalex.org/W1566689562","https://openalex.org/W1569512666","https://openalex.org/W2020410413","https://openalex.org/W2025668297","https://openalex.org/W2046079134","https://openalex.org/W2073475997","https://openalex.org/W2115755118","https://openalex.org/W2127261457","https://openalex.org/W2158585918","https://openalex.org/W2162800060","https://openalex.org/W2246329527","https://openalex.org/W2550762818","https://openalex.org/W2556262614","https://openalex.org/W2559873324","https://openalex.org/W2561299851","https://openalex.org/W2915860409"],"related_works":["https://openalex.org/W4393179257","https://openalex.org/W4205624458","https://openalex.org/W2987499578","https://openalex.org/W2462076241","https://openalex.org/W2076641224","https://openalex.org/W4230797417","https://openalex.org/W4386075345","https://openalex.org/W2166624857","https://openalex.org/W2363907062","https://openalex.org/W2393137063"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}