{"id":"https://openalex.org/W2769215349","doi":"https://doi.org/10.1109/globalsip.2017.8308684","title":"Cepstrum coefficients based sleep stage classification","display_name":"Cepstrum coefficients based sleep stage classification","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2769215349","doi":"https://doi.org/10.1109/globalsip.2017.8308684","mag":"2769215349"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2017.8308684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8308684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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/A5111533530","display_name":"Emin Argun Oral","orcid":null},"institutions":[{"id":"https://openalex.org/I64134780","display_name":"Atat\u00fcrk University","ror":"https://ror.org/03je5c526","country_code":"TR","type":"education","lineage":["https://openalex.org/I64134780"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"E. Argun Oral","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Ataturk University, Erzurum, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Ataturk University, Erzurum, Turkey","institution_ids":["https://openalex.org/I64134780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029983008","display_name":"\u0130brahim Y\u00fccel \u00d6zbek","orcid":"https://orcid.org/0000-0002-5734-7430"},"institutions":[{"id":"https://openalex.org/I64134780","display_name":"Atat\u00fcrk University","ror":"https://ror.org/03je5c526","country_code":"TR","type":"education","lineage":["https://openalex.org/I64134780"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"I. Yucel Ozbek","raw_affiliation_strings":["Ataturk Universitesi, Erzurum, TR"],"affiliations":[{"raw_affiliation_string":"Ataturk Universitesi, Erzurum, TR","institution_ids":["https://openalex.org/I64134780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055855144","display_name":"M. Mustafa \u00c7odur","orcid":"https://orcid.org/0000-0002-6439-7372"},"institutions":[{"id":"https://openalex.org/I64134780","display_name":"Atat\u00fcrk University","ror":"https://ror.org/03je5c526","country_code":"TR","type":"education","lineage":["https://openalex.org/I64134780"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M. Mustafa Codur","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Ataturk University, Erzurum, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Ataturk University, Erzurum, Turkey","institution_ids":["https://openalex.org/I64134780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111533530"],"corresponding_institution_ids":["https://openalex.org/I64134780"],"apc_list":null,"apc_paid":null,"fwci":0.1321,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50251171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"457","last_page":"461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9980000257492065,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9782000184059143,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8009849786758423},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7591458559036255},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.745141863822937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7023257613182068},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6895312666893005},{"id":"https://openalex.org/keywords/cepstrum","display_name":"Cepstrum","score":0.6643568277359009},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.6538192629814148},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6387239098548889},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.518131673336029},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5066307187080383}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8009849786758423},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7591458559036255},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.745141863822937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7023257613182068},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6895312666893005},{"id":"https://openalex.org/C88485024","wikidata":"https://www.wikidata.org/wiki/Q1054571","display_name":"Cepstrum","level":2,"score":0.6643568277359009},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.6538192629814148},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6387239098548889},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.518131673336029},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5066307187080383}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globalsip.2017.8308684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8308684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:https://open.metu.edu.tr:11511/77351","is_oa":false,"landing_page_url":"https://hdl.handle.net/11511/77351","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Tam Metin Bildiri"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W596403090","https://openalex.org/W1574496672","https://openalex.org/W1616126598","https://openalex.org/W1820534876","https://openalex.org/W1976800754","https://openalex.org/W1977068381","https://openalex.org/W1978347377","https://openalex.org/W2042050378","https://openalex.org/W2048219658","https://openalex.org/W2088478798","https://openalex.org/W2102376611","https://openalex.org/W2131659142","https://openalex.org/W2135280991","https://openalex.org/W2144210281","https://openalex.org/W2144691514","https://openalex.org/W2172000360","https://openalex.org/W2285010888","https://openalex.org/W2309584085","https://openalex.org/W2347748326","https://openalex.org/W2482168716","https://openalex.org/W2513213398","https://openalex.org/W2560384232","https://openalex.org/W2590099141","https://openalex.org/W2611523888","https://openalex.org/W2884525847","https://openalex.org/W6644901112"],"related_works":["https://openalex.org/W2990982991","https://openalex.org/W2018086531","https://openalex.org/W1980297060","https://openalex.org/W2387604097","https://openalex.org/W4385672897","https://openalex.org/W2373675101","https://openalex.org/W1487808658","https://openalex.org/W106160982","https://openalex.org/W2359140082","https://openalex.org/W2074132948"],"abstract_inverted_index":{"This":[0],"paper":[1],"examines":[2],"filterbank":[3],"parameters":[4],"to":[5],"extract":[6],"discriminative":[7],"cepstrum":[8,47],"coefficient":[9],"from":[10],"EEG":[11,51],"signals":[12],"for":[13,96],"sleep":[14],"stage":[15],"classification":[16,92],"using":[17,44,77],"well-known":[18],"Support":[19],"Vector":[20],"Machine":[21],"(SVM)":[22],"algorithm.":[23],"The":[24],"proposed":[25],"method":[26],"has":[27],"three":[28,97],"main":[29],"stages":[30],"as":[31],"feature":[32,38],"extraction,":[33],"training":[34],"and":[35,99],"classification.":[36],"In":[37,63],"extraction":[39],"step,":[40],"features":[41],"are":[42],"obtained":[43],"linear":[45],"frequency":[46],"coefficients":[48],"(LFCC)":[49],"of":[50,67,71,88],"signals.":[52],"Then":[53],"SVM":[54],"classifier":[55],"is":[56,74,94,101],"trained":[57,79],"based":[58],"on":[59],"the":[60,64,69,78,104,109],"extracted":[61],"features.":[62],"final":[65],"step":[66],"classification,":[68],"class":[70],"test":[72],"subject":[73],"estimated":[75],"by":[76],"model.":[80],"Experimental":[81],"results":[82,106],"show":[83],"that":[84],"about":[85],"an":[86],"average":[87],"95":[89],"percent":[90],"correct":[91],"rate":[93],"achievable":[95],"classes,":[98],"this":[100],"better":[102],"than":[103],"compared":[105],"available":[107],"in":[108],"literature.":[110]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
