{"id":"https://openalex.org/W2293161626","doi":"https://doi.org/10.1109/icce.2016.7430624","title":"SVM based dynamic classifier for sleep disorder monitoring wearable device","display_name":"SVM based dynamic classifier for sleep disorder monitoring wearable device","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2293161626","doi":"https://doi.org/10.1109/icce.2016.7430624","mag":"2293161626"},"language":"en","primary_location":{"id":"doi:10.1109/icce.2016.7430624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce.2016.7430624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Consumer Electronics (ICCE)","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/A5075661524","display_name":"Jaihyun Park","orcid":"https://orcid.org/0000-0002-1432-2815"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jaihyun Park","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018805099","display_name":"Daehun Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Daehun Kim","raw_affiliation_strings":["School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102750538","display_name":"Cheoljong Yang","orcid":"https://orcid.org/0000-0001-8517-2562"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cheoljong Yang","raw_affiliation_strings":["Dept. of Vision Information Processing, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Vision Information Processing, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026204977","display_name":"Hanseok Ko","orcid":"https://orcid.org/0000-0002-8744-4514"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hanseok Ko","raw_affiliation_strings":["Dept. of Vision Information Processing, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Vision Information Processing, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075661524"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.7497,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7361318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"17","issue":null,"first_page":"309","last_page":"310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9503999948501587,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9502999782562256,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/accelerometer","display_name":"Accelerometer","score":0.8445678949356079},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7665207386016846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7162259817123413},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6811684370040894},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6339780688285828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5380908846855164},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4269864559173584},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3771716356277466},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3442462086677551},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09982579946517944}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8445678949356079},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7665207386016846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7162259817123413},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6811684370040894},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6339780688285828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5380908846855164},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4269864559173584},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3771716356277466},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3442462086677551},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09982579946517944},{"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:10.1109/icce.2016.7430624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce.2016.7430624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W117545607","https://openalex.org/W1507001215","https://openalex.org/W2041406732","https://openalex.org/W2065940963","https://openalex.org/W2117478831","https://openalex.org/W2165874743","https://openalex.org/W6684578312"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W2009888974","https://openalex.org/W2355539379","https://openalex.org/W2056341223","https://openalex.org/W4231410700","https://openalex.org/W4237770763","https://openalex.org/W2592948570"],"abstract_inverted_index":{"An":[0],"accelerometer":[1,27],"embedded":[2],"wrist-worn":[3],"device":[4],"is":[5,44,66,96,106],"widely":[6],"used":[7],"for":[8],"sleep":[9],"assessment.":[10],"However,":[11],"conventional":[12],"methods":[13],"determine":[14],"a":[15,33,39,63,74],"state":[16],"of":[17,29,92],"user":[18],"to":[19,24,47],"\"sleep\"":[20],"or":[21,36],"\"wakefulness\"":[22],"according":[23],"whether":[25],"the":[26,81,93],"value":[28],"individual":[30],"epoch":[31],"exceeds":[32],"certain":[34],"threshold":[35],"not.":[37],"As":[38],"result,":[40],"high":[41],"miss-classification":[42],"rate":[43],"observed":[45],"due":[46],"user's":[48],"small":[49],"intermittent":[50],"movements":[51,57],"while":[52,58],"sleeping":[53],"and":[54,103],"short":[55],"term":[56],"awake.":[59],"In":[60],"this":[61],"paper,":[62],"novel":[64],"approach":[65],"proposed":[67,94],"that":[68],"mitigates":[69],"such":[70],"problems":[71],"by":[72],"employing":[73],"dynamic":[75],"classifier":[76],"which":[77],"analyzes":[78],"similarity":[79],"between":[80],"neighboring":[82],"data":[83,101],"scores":[84],"obtained":[85],"from":[86],"support":[87],"vector":[88],"machine":[89],"classifier.":[90],"Performance":[91],"method":[95],"evaluated":[97],"using":[98],"50":[99],"real":[100],"sets":[102],"its":[104],"superiority":[105],"verified.":[107]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
