{"id":"https://openalex.org/W2771231641","doi":"https://doi.org/10.1109/smc.2017.8123056","title":"Sleep stage classification for managing nocturnal enuresis through effective configuration","display_name":"Sleep stage classification for managing nocturnal enuresis through effective configuration","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2771231641","doi":"https://doi.org/10.1109/smc.2017.8123056","mag":"2771231641"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2017.8123056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8123056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5100600364","display_name":"Sangyeop Lee","orcid":"https://orcid.org/0000-0002-9340-4412"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangyeop Lee","raw_affiliation_strings":["Department of Computer Science Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102832671","display_name":"Junhyung Moon","orcid":"https://orcid.org/0000-0001-6719-7934"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junhyung Moon","raw_affiliation_strings":["Department of Computer Science Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100759354","display_name":"Tae\u2010Ho Lee","orcid":"https://orcid.org/0000-0001-6458-0620"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taeho Lee","raw_affiliation_strings":["Department of Computer Science Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065349097","display_name":"Saewon Kye","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Saewon Kye","raw_affiliation_strings":["Department of Computer Science Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031543156","display_name":"Kyoungwoo Lee","orcid":"https://orcid.org/0000-0001-5082-3775"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyoungwoo Lee","raw_affiliation_strings":["Department of Computer Science Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086467461","display_name":"Yong Seung Lee","orcid":"https://orcid.org/0000-0003-3778-9888"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong Seung Lee","raw_affiliation_strings":["Department of Urology and Urological Science Institute, Yonsei University College of Medicine, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology and Urological Science Institute, Yonsei University College of Medicine, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087615542","display_name":"Seung-Chul Shin","orcid":"https://orcid.org/0000-0003-3833-0454"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seung-chul Shin","raw_affiliation_strings":["School of Electrical and Electronic Engineering Yonsei University Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering Yonsei University Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.133,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50844785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"101","issue":null,"first_page":"2832","last_page":"2837"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994999766349792,"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":0.9994999766349792,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9933000206947327,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9879000186920166,"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/enuresis","display_name":"Enuresis","score":0.8398338556289673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6550867557525635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6550641059875488},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.6442875862121582},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5921346545219421},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5706841945648193},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5661288499832153},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.558601438999176},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5026822090148926},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.45125141739845276},{"id":"https://openalex.org/keywords/nocturnal","display_name":"Nocturnal","score":0.4509810209274292},{"id":"https://openalex.org/keywords/sleep-patterns","display_name":"Sleep patterns","score":0.41081008315086365},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36855775117874146},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21656617522239685},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.19637611508369446},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.17291593551635742},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12779417634010315},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.06635531783103943}],"concepts":[{"id":"https://openalex.org/C2780610425","wikidata":"https://www.wikidata.org/wiki/Q3448862","display_name":"Enuresis","level":2,"score":0.8398338556289673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6550867557525635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6550641059875488},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.6442875862121582},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5921346545219421},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5706841945648193},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5661288499832153},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.558601438999176},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5026822090148926},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.45125141739845276},{"id":"https://openalex.org/C2777334680","wikidata":"https://www.wikidata.org/wiki/Q1607611","display_name":"Nocturnal","level":2,"score":0.4509810209274292},{"id":"https://openalex.org/C3019903994","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep patterns","level":3,"score":0.41081008315086365},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36855775117874146},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21656617522239685},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.19637611508369446},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.17291593551635742},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12779417634010315},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06635531783103943},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2017.8123056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8123056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1526990717","https://openalex.org/W1570448133","https://openalex.org/W1608735834","https://openalex.org/W1965734974","https://openalex.org/W1972615077","https://openalex.org/W1978905254","https://openalex.org/W1996369579","https://openalex.org/W2023912726","https://openalex.org/W2038971587","https://openalex.org/W2049739255","https://openalex.org/W2064675550","https://openalex.org/W2113207845","https://openalex.org/W2133233905","https://openalex.org/W2136117227","https://openalex.org/W2162800060","https://openalex.org/W2309584085","https://openalex.org/W2340366261","https://openalex.org/W2525537354","https://openalex.org/W2537076516","https://openalex.org/W2548326739","https://openalex.org/W2884525847","https://openalex.org/W3022302886","https://openalex.org/W6677088747","https://openalex.org/W6704250572"],"related_works":["https://openalex.org/W2026593359","https://openalex.org/W2152586629","https://openalex.org/W4387069549","https://openalex.org/W2422844787","https://openalex.org/W3128217114","https://openalex.org/W2377538047","https://openalex.org/W4236308393","https://openalex.org/W2562742246","https://openalex.org/W3136849373","https://openalex.org/W2408469749"],"abstract_inverted_index":{"Various":[0],"studies":[1],"have":[2,53,70],"examined":[3],"the":[4,23,35,46,57,64,77,101,112,122,127,132,137,140,150,154,161,167,183,189],"quality":[5],"of":[6,38,80,85,131,153],"one's":[7,20,42],"sleep":[8,13,21,25,65,114,120],"and":[9],"further":[10],"investigated":[11],"several":[12,86],"disorders.":[14],"In":[15,169],"those":[16],"investigations,":[17],"accurately":[18],"classifying":[19],"into":[22],"standardized":[24],"stages":[26,66,87,115,134,181],"is":[27],"important.":[28],"The":[29],"conventional":[30],"classification":[31,51,78,108,162],"heavily":[32],"depends":[33],"on":[34,41,67,111],"manual":[36],"examination":[37],"each":[39],"expert":[40],"physiological":[43,129,155],"signals":[44,130],"during":[45],"sleep.":[47],"Therefore,":[48],"various":[49],"automatic":[50],"models":[52],"been":[54,71],"proposed":[55,141,158],"using":[56],"machine":[58,186],"learning.":[59],"Although":[60],"they":[61],"properly":[62],"classify":[63],"average,":[68],"there":[69],"few":[72],"investigations":[73],"to":[74,99,117,147,174,178],"specifically":[75],"improve":[76],"accuracy":[79,163,177],"certain":[81],"stages.":[82],"Accurate":[83],"determination":[84],"considerably":[88],"correlating":[89],"with":[90],"a":[91,95,106,118],"disorder":[92],"gives":[93],"us":[94],"more":[96],"effective":[97],"hint":[98],"conquer":[100],"disorder.":[102],"Accordingly,":[103],"we":[104],"propose":[105],"configured":[107],"model":[109],"focusing":[110],"interesting":[113,133,180],"related":[116],"challenging":[119],"disorder,":[121],"nocturnal":[123,190],"enuresis.":[124,191],"We":[125],"consider":[126],"deterministic":[128],"when":[135],"training":[136],"classifiers.":[138],"Further,":[139],"system":[142,159],"utilizes":[143],"recurrent":[144],"neural":[145],"network":[146],"effectively":[148],"learn":[149],"sequential":[151],"feature":[152],"data.":[156,168],"Our":[157],"achieves":[160],"by":[164],"83.6%":[165],"over":[166],"particular,":[170],"technique":[171],"presents":[172],"up":[173],"15.5%":[175],"higher":[176],"differentiate":[179],"than":[182],"support":[184],"vector":[185],"approach":[187],"for":[188]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
