{"id":"https://openalex.org/W2967542424","doi":"https://doi.org/10.5220/0007925503010309","title":"An Automatic Sleep Scoring Toolbox: Multi-modality of Polysomnography Signals\u2019 Processing","display_name":"An Automatic Sleep Scoring Toolbox: Multi-modality of Polysomnography Signals\u2019 Processing","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2967542424","doi":"https://doi.org/10.5220/0007925503010309","mag":"2967542424"},"language":"en","primary_location":{"id":"doi:10.5220/0007925503010309","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007925503010309","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on e-Business and Telecommunications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0007925503010309","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101424043","display_name":"Rui Yan","orcid":"https://orcid.org/0000-0001-6936-3422"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["CN","FI"],"is_corresponding":true,"raw_author_name":"Rui Yan","raw_affiliation_strings":["Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014, Jyv\u00e4skyl\u00e4, Finland, School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian and China, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014, Jyv\u00e4skyl\u00e4, Finland, School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian and China, --- Select a Country ---","institution_ids":["https://openalex.org/I94722563","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373613","display_name":"Fan Li","orcid":"https://orcid.org/0000-0002-6696-668X"},"institutions":[{"id":"https://openalex.org/I88372448","display_name":"Dalian Polytechnic University","ror":"https://ror.org/00c7x4a95","country_code":"CN","type":"education","lineage":["https://openalex.org/I88372448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Li","raw_affiliation_strings":["School of Information Science and Engineering, Dalian Polytechnic University, 116034, Dalian and China, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Dalian Polytechnic University, 116034, Dalian and China, --- Select a Country ---","institution_ids":["https://openalex.org/I88372448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357581","display_name":"Xiaoyu Wang","orcid":"https://orcid.org/0000-0002-0828-6328"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Wang","raw_affiliation_strings":["School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian and China, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian and China, --- Select a Country ---","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086891852","display_name":"Tapani Ristaniemi","orcid":"https://orcid.org/0000-0002-8461-3968"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tapani Ristaniemi","raw_affiliation_strings":["Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014, Jyv\u00e4skyl\u00e4 and Finland, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014, Jyv\u00e4skyl\u00e4 and Finland, --- Select a Country ---","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042937962","display_name":"Fengyu Cong","orcid":"https://orcid.org/0000-0003-0058-2429"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]},{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN","FI"],"is_corresponding":false,"raw_author_name":"Fengyu Cong","raw_affiliation_strings":["Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014, Jyv\u00e4skyl\u00e4, Finland, School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian and China, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyv\u00e4skyl\u00e4, 40014, Jyv\u00e4skyl\u00e4, Finland, School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian and China, --- Select a Country ---","institution_ids":["https://openalex.org/I94722563","https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101424043"],"corresponding_institution_ids":["https://openalex.org/I27357992","https://openalex.org/I94722563"],"apc_list":null,"apc_paid":null,"fwci":0.3722,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59931289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"301","last_page":"309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9951000213623047,"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":0.9951000213623047,"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/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9363999962806702,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9236000180244446,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7509913444519043},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.635984480381012},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.6299604773521423},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.575622022151947},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.5609036087989807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5467010736465454},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47427138686180115},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.45418182015419006},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4202403426170349},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.365861713886261},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33239632844924927},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3238583505153656},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.2804262042045593},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12050428986549377}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7509913444519043},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.635984480381012},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.6299604773521423},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.575622022151947},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.5609036087989807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5467010736465454},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47427138686180115},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45418182015419006},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4202403426170349},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.365861713886261},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33239632844924927},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3238583505153656},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.2804262042045593},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12050428986549377},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0007925503010309","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007925503010309","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on e-Business and Telecommunications","raw_type":"proceedings-article"},{"id":"pmh:oai:jyx.jyu.fi:123456789/65363","is_oa":false,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-201908293969","pdf_url":null,"source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"A4"}],"best_oa_location":{"id":"doi:10.5220/0007925503010309","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0007925503010309","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Joint Conference on e-Business and Telecommunications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8965047121","display_name":null,"funder_award_id":"201606060227","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4390146185","https://openalex.org/W3121188996","https://openalex.org/W2084125138","https://openalex.org/W4308561096","https://openalex.org/W3200508116","https://openalex.org/W2136162213","https://openalex.org/W2841059565","https://openalex.org/W2376497661","https://openalex.org/W2294987193","https://openalex.org/W3011076523"],"abstract_inverted_index":{"Sleep":[0],"scoring":[1,19,29,172],"is":[2,100,116],"a":[3,96,126],"fundamental":[4],"but":[5],"time-consuming":[6],"process":[7,16,54],"in":[8,120,138],"any":[9],"sleep":[10,18,28,76,79,83,108,136,183,187],"laboratory.":[11],"To":[12,88],"speed":[13,181],"up":[14,182],"the":[15,32,39,46,71,82,90,104,113,121,132,139,176,179],"of":[17,34,48,93,107,112,135,154,167,178],"without":[20],"compromising":[21],"accuracy,":[22],"this":[23],"paper":[24],"develops":[25],"an":[26,52,164],"automatic":[27,53,171],"toolbox":[30,156,173],"with":[31,163],"capability":[33],"multi-signal":[35],"processing.":[36],"It":[37],"allows":[38],"user":[40],"to":[41,103,130],"choose":[42],"signal":[43,56,105],"types":[44],"and":[45,64,81,185],"number":[47],"target":[49],"classes.":[50],"Then,":[51],"containing":[55],"pre-processing,":[57],"feature":[58],"extraction,":[59],"classifier":[60],"training":[61,140],"(or":[62],"prediction)":[63],"result":[65],"correction":[66,122],"will":[67,145],"be":[68,146],"performed.":[69],"Finally,":[70],"application":[72],"interface":[73],"displays":[74],"predicted":[75],"structure,":[77],"related":[78],"parameters":[80],"quality":[84],"index":[85],"for":[86,148],"reference.":[87],"improve":[89],"identification":[91],"accuracy":[92,166],"minority":[94],"stages,":[95],"layer-wise":[97],"classification":[98,150],"strategy":[99],"proposed":[101,155,170],"according":[102],"characteristics":[106],"stages.":[109],"The":[110,152,169],"context":[111],"current":[114],"stage":[115],"taken":[117],"into":[118],"consideration":[119],"phase":[123],"by":[124],"employing":[125],"Hidden":[127],"Markov":[128],"Model":[129],"study":[131],"transition":[133,143],"rules":[134,144],"stages":[137],"dataset.":[141],"These":[142],"used":[147],"logic":[149],"results.":[151],"performance":[153],"has":[157],"been":[158],"tested":[159],"on":[160],"100":[161],"subjects":[162],"average":[165],"85.76%.":[168],"would":[174],"alleviate":[175],"burden":[177],"physicians,":[180],"scoring,":[184],"expedite":[186],"research.":[188]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}