{"id":"https://openalex.org/W2064893992","doi":"https://doi.org/10.1109/bibe.2012.6399688","title":"EEG-based automatic sleep-wake classification in humans using short and standard epoch lengths","display_name":"EEG-based automatic sleep-wake classification in humans using short and standard epoch lengths","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2064893992","doi":"https://doi.org/10.1109/bibe.2012.6399688","mag":"2064893992"},"language":"en","primary_location":{"id":"doi:10.1109/bibe.2012.6399688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2012.6399688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 12th International Conference on Bioinformatics &amp; Bioengineering (BIBE)","raw_type":"proceedings-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/A5062125954","display_name":"Arnaud Brignol","orcid":"https://orcid.org/0009-0003-4670-9701"},"institutions":[{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]},{"id":"https://openalex.org/I12187552","display_name":"UniLaSalle Amiens (ESIEE-Amiens)","ror":"https://ror.org/03r13py57","country_code":"FR","type":"education","lineage":["https://openalex.org/I12187552"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Arnaud Brignol","raw_affiliation_strings":["D\u00e9partement Informatique- ISBS, ESIEE-Paris, Noisy-Le-Grand, France","D\u00e9partement Informatique-ISBS, ESIEE-Paris, Cit\u00e9 Descartes-BP 99, 93162 Noisy-Le-Grand, France#TAB#"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement Informatique- ISBS, ESIEE-Paris, Noisy-Le-Grand, France","institution_ids":["https://openalex.org/I12187552","https://openalex.org/I35298706","https://openalex.org/I4210154111"]},{"raw_affiliation_string":"D\u00e9partement Informatique-ISBS, ESIEE-Paris, Cit\u00e9 Descartes-BP 99, 93162 Noisy-Le-Grand, France#TAB#","institution_ids":["https://openalex.org/I12187552","https://openalex.org/I4210154111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070686427","display_name":"Tarik Al-ani","orcid":"https://orcid.org/0000-0003-0987-8082"},"institutions":[{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]},{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I12187552","display_name":"UniLaSalle Amiens (ESIEE-Amiens)","ror":"https://ror.org/03r13py57","country_code":"FR","type":"education","lineage":["https://openalex.org/I12187552"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tarik Al-ani","raw_affiliation_strings":["D\u00e9partement Informatique, ESIEE-Paris, Noisy-Le-Grand, France","LISV-UVSQ, 10-12 Av. de l'Europe, 78140 V\u00e9lizy and D\u00e9partement Informatique, ESIEE-Paris, Cit\u00e9 Descartes-BP 99, 93162 Noisy-Le-Grand, France"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement Informatique, ESIEE-Paris, Noisy-Le-Grand, France","institution_ids":["https://openalex.org/I35298706","https://openalex.org/I12187552","https://openalex.org/I4210154111"]},{"raw_affiliation_string":"LISV-UVSQ, 10-12 Av. de l'Europe, 78140 V\u00e9lizy and D\u00e9partement Informatique, ESIEE-Paris, Cit\u00e9 Descartes-BP 99, 93162 Noisy-Le-Grand, France","institution_ids":["https://openalex.org/I195731000","https://openalex.org/I35298706","https://openalex.org/I12187552","https://openalex.org/I4210154111"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022083347","display_name":"Xavier Drouot","orcid":"https://orcid.org/0000-0002-3940-4825"},"institutions":[{"id":"https://openalex.org/I197681013","display_name":"Universit\u00e9 Paris-Est Cr\u00e9teil","ror":"https://ror.org/05ggc9x40","country_code":"FR","type":"education","lineage":["https://openalex.org/I197681013"]},{"id":"https://openalex.org/I3019246885","display_name":"Centre Hospitalier Universitaire Henri-Mondor","ror":"https://ror.org/04m61mj84","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3019246885"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xavier Drouot","raw_affiliation_strings":["EA 4391, Facult\u00e9 de M\u00e9decine, Universit\u00e9 Paris Est Cr\u00e9teil, Cr\u00e9teil, France","Service de Physiologie, H\u00f4pital Henri Mondor, APHP, 51 av. de Lattre de Tassigny, 94010 Cr\u00e9teil, France"],"affiliations":[{"raw_affiliation_string":"EA 4391, Facult\u00e9 de M\u00e9decine, Universit\u00e9 Paris Est Cr\u00e9teil, Cr\u00e9teil, France","institution_ids":["https://openalex.org/I197681013"]},{"raw_affiliation_string":"Service de Physiologie, H\u00f4pital Henri Mondor, APHP, 51 av. de Lattre de Tassigny, 94010 Cr\u00e9teil, France","institution_ids":["https://openalex.org/I3019246885"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062125954"],"corresponding_institution_ids":["https://openalex.org/I12187552","https://openalex.org/I35298706","https://openalex.org/I4210154111"],"apc_list":null,"apc_paid":null,"fwci":0.1395,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.49786098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"281"},"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9975000023841858,"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":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7452187538146973},{"id":"https://openalex.org/keywords/epoch","display_name":"Epoch (astronomy)","score":0.7075079083442688},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.6050356030464172},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5979385375976562},{"id":"https://openalex.org/keywords/amplitude","display_name":"Amplitude","score":0.5649987459182739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47262096405029297},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4605265259742737},{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.43649208545684814},{"id":"https://openalex.org/keywords/spectral-density","display_name":"Spectral density","score":0.4141681492328644},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4036247134208679},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3896234333515167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38701748847961426},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.37259817123413086},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3642301559448242},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21614563465118408},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1989346444606781},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.15903937816619873},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.12579777836799622},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11351323127746582},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11233910918235779},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.09806585311889648}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7452187538146973},{"id":"https://openalex.org/C2780317896","wikidata":"https://www.wikidata.org/wiki/Q2703","display_name":"Epoch (astronomy)","level":3,"score":0.7075079083442688},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.6050356030464172},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5979385375976562},{"id":"https://openalex.org/C180205008","wikidata":"https://www.wikidata.org/wiki/Q159190","display_name":"Amplitude","level":2,"score":0.5649987459182739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47262096405029297},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4605265259742737},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.43649208545684814},{"id":"https://openalex.org/C168110828","wikidata":"https://www.wikidata.org/wiki/Q1331626","display_name":"Spectral density","level":2,"score":0.4141681492328644},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4036247134208679},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3896234333515167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38701748847961426},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37259817123413086},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3642301559448242},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21614563465118408},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1989346444606781},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.15903937816619873},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.12579777836799622},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11351323127746582},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11233910918235779},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09806585311889648},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C150846664","wikidata":"https://www.wikidata.org/wiki/Q7602306","display_name":"Stars","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibe.2012.6399688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2012.6399688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 12th International Conference on Bioinformatics &amp; Bioengineering (BIBE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W94317225","https://openalex.org/W1538482441","https://openalex.org/W1549386224","https://openalex.org/W1573527758","https://openalex.org/W1603076382","https://openalex.org/W1899217221","https://openalex.org/W1912982817","https://openalex.org/W1963629801","https://openalex.org/W1982322534","https://openalex.org/W1987327530","https://openalex.org/W2000938010","https://openalex.org/W2004024143","https://openalex.org/W2011278787","https://openalex.org/W2029694543","https://openalex.org/W2032156141","https://openalex.org/W2037219364","https://openalex.org/W2039421486","https://openalex.org/W2061171222","https://openalex.org/W2106478809","https://openalex.org/W2114915160","https://openalex.org/W2124177697","https://openalex.org/W2127668515","https://openalex.org/W2131209034","https://openalex.org/W2135280991","https://openalex.org/W2145301804","https://openalex.org/W2145675843","https://openalex.org/W2149298154","https://openalex.org/W2157825442","https://openalex.org/W2158698691","https://openalex.org/W2337979757","https://openalex.org/W2525537354","https://openalex.org/W3022302886","https://openalex.org/W3152633770","https://openalex.org/W4252910012","https://openalex.org/W4285719527","https://openalex.org/W6703945150"],"related_works":["https://openalex.org/W3121188996","https://openalex.org/W4308561096","https://openalex.org/W3200508116","https://openalex.org/W2136162213","https://openalex.org/W2376497661","https://openalex.org/W3011076523","https://openalex.org/W2332107599","https://openalex.org/W2319810220","https://openalex.org/W2424678138","https://openalex.org/W2324099496"],"abstract_inverted_index":{"The":[0,24,80,112,150],"alternating":[1,16],"among":[2],"sleep-wake":[3,68],"stages":[4],"gives":[5,158],"information":[6],"related":[7],"to":[8,40,110,121],"the":[9,41,154,162],"sleep":[10,22,27,46],"quality":[11],"and":[12,44,101],"quantity":[13],"since":[14],"this":[15,50],"pattern":[17],"is":[18,30,85],"highly":[19],"affected":[20],"during":[21],"disorders.":[23],"analysis":[25],"of":[26,36,67,82,90,114,164],"in":[28,70,130,161],"humans":[29,71],"usually":[31],"made":[32],"on":[33,61,104],"periods":[34],"(epochs)":[35],"30-s":[37,170],"length":[38],"according":[39],"original":[42],"Rechtschaffen":[43],"Kales":[45],"scoring":[47],"manual.":[48],"In":[49],"paper,":[51],"we":[52],"propose":[53],"a":[54,88,122],"new":[55],"phase":[56,116,155],"space-based":[57],"algorithm":[58],"(mainly":[59],"based":[60],"Poincar\u00e9":[62],"plot)":[63],"for":[64],"automatic":[65],"classification":[66],"states":[69],"using":[72,127],"EEG":[73,93],"data":[74,94],"gathered":[75],"over":[76],"relatively":[77],"short-time":[78],"periods.":[79],"effectiveness":[81],"our":[83,115],"approach":[84,118,126,157],"demonstrated":[86,152],"through":[87],"series":[89],"experiments":[91],"involving":[92],"from":[95,108],"seven":[96],"healthy":[97],"adult":[98],"female":[99],"subjects":[100],"was":[102,119],"tested":[103],"epoch":[105,171],"lengths":[106],"ranging":[107],"3-s":[109],"30-s.":[111],"performance":[113,160],"space":[117,125,156],"compared":[120],"2-dimensional":[123],"state":[124],"spectral":[128,143],"power":[129],"two":[131],"selected":[132,146],"human-specific":[133,147],"frequency":[134,148],"bands.":[135,149],"These":[136],"powers":[137],"were":[138],"calculated":[139],"by":[140],"dividing":[141],"integrated":[142],"amplitudes":[144],"at":[145],"comparison":[151],"that":[153],"better":[159],"case":[163],"short":[165],"as":[166,168],"well":[167],"standard":[169],"lengths.":[172]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
