{"id":"https://openalex.org/W2477938795","doi":"https://doi.org/10.1145/2908812.2908910","title":"A Hybrid Approach for Sleep Stages Classification","display_name":"A Hybrid Approach for Sleep Stages Classification","publication_year":2016,"publication_date":"2016-07-20","ids":{"openalex":"https://openalex.org/W2477938795","doi":"https://doi.org/10.1145/2908812.2908910","mag":"2477938795"},"language":"en","primary_location":{"id":"doi:10.1145/2908812.2908910","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2908812.2908910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","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/A5010310589","display_name":"Abdelhamid Ouanes","orcid":null},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Abdelhamid Ouanes","raw_affiliation_strings":["University of Tunis, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067170253","display_name":"Lilia Rejeb","orcid":"https://orcid.org/0000-0002-5740-1556"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Lilia Rejeb","raw_affiliation_strings":["University of Tunis, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010310589"],"corresponding_institution_ids":["https://openalex.org/I108714496"],"apc_list":null,"apc_paid":null,"fwci":0.1625,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.54111725,"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":"493","last_page":"500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9976000189781189,"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":0.9976000189781189,"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/T10320","display_name":"Neural Networks and Applications","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9937000274658203,"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/computer-science","display_name":"Computer science","score":0.635673999786377},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5845127701759338},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41627100110054016},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10065752267837524}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.635673999786377},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5845127701759338},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41627100110054016},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10065752267837524}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2908812.2908910","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2908812.2908910","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference 2016","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":28,"referenced_works":["https://openalex.org/W44529056","https://openalex.org/W1494388112","https://openalex.org/W1563989202","https://openalex.org/W1616126598","https://openalex.org/W1617232655","https://openalex.org/W1634056896","https://openalex.org/W1978347377","https://openalex.org/W1989101984","https://openalex.org/W1996369579","https://openalex.org/W1999128321","https://openalex.org/W2024853701","https://openalex.org/W2034498469","https://openalex.org/W2038971587","https://openalex.org/W2046126307","https://openalex.org/W2046936604","https://openalex.org/W2055603681","https://openalex.org/W2057017203","https://openalex.org/W2058508918","https://openalex.org/W2058807024","https://openalex.org/W2090927324","https://openalex.org/W2142638745","https://openalex.org/W2144691514","https://openalex.org/W2163462953","https://openalex.org/W2164313740","https://openalex.org/W2477329842","https://openalex.org/W2884525847","https://openalex.org/W3022302886","https://openalex.org/W4235769872"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Healthy":[0],"sleep":[1,17,36,48,80],"is":[2,9,59],"essential":[3],"for":[4,13],"human":[5],"well-being.":[6],"Sleep":[7],"analysis":[8,31],"a":[10,60,84,131],"necessary":[11],"process":[12],"the":[14,42,77,99],"majority":[15],"of":[16,79,98],"disorders":[18],"diagnosis.":[19],"In":[20],"this":[21],"work":[22],"we":[23,82],"propose":[24,83],"to":[25,34,113],"analyze":[26],"brain":[27],"activity":[28],"through":[29],"Electroencephalogram":[30],"in":[32,47],"order":[33],"identify":[35],"stages":[37,49],"variation.":[38],"We":[39],"focus":[40],"on":[41,53,88],"classification":[43,50],"phase.":[44],"Most":[45],"works":[46],"are":[51],"based":[52,87],"prior":[54],"experts":[55],"signal":[56],"scoring":[57],"which":[58],"hard":[61],"task.":[62],"So":[63],"many":[64],"available":[65],"unlabeled":[66],"data":[67,74],"remain":[68],"unused.":[69],"To":[70],"explore":[71],"more":[72],"these":[73],"and":[75,92],"enrich":[76],"study":[78],"classification,":[81],"hybrid":[85],"approach":[86,101,121],"learning":[89,115],"classifier":[90],"systems":[91],"artificial":[93],"neural":[94],"networks.":[95],"The":[96,119],"effectiveness":[97],"proposed":[100,120],"was":[102],"investigated":[103],"using":[104],"real":[105],"electroencephalography":[106],"data.":[107],"Good":[108],"results":[109],"were":[110],"reached":[111],"comparing":[112],"supervised":[114],"methods":[116],"usually":[117],"used.":[118],"provides":[122],"also,":[123],"an":[124],"explicit":[125],"model":[126],"that":[127],"could":[128],"be":[129],"analyzed":[130],"posteriori":[132],"by":[133],"experts.":[134]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}