{"id":"https://openalex.org/W3093925743","doi":"https://doi.org/10.1145/3340531.3412686","title":"An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening","display_name":"An Extensive Investigation of Machine Learning Techniques for Sleep Apnea Screening","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3093925743","doi":"https://doi.org/10.1145/3340531.3412686","mag":"3093925743"},"language":"en","primary_location":{"id":"doi:10.1145/3340531.3412686","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02972546v1/file/CIKM2020_Machine_Learning_Apnea.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063700071","display_name":"Jos\u00e9 F. Rodrigues","orcid":"https://orcid.org/0000-0001-8318-1780"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Jose F. Rodrigues","raw_affiliation_strings":["University of Sao Paulo, Sao Carlos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Sao Paulo, Sao Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067706451","display_name":"Jean\u2010Louis P\u00e9pin","orcid":"https://orcid.org/0000-0003-3832-2358"},"institutions":[{"id":"https://openalex.org/I2800555055","display_name":"Centre Hospitalier Universitaire de Grenoble","ror":"https://ror.org/041rhpw39","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I2800555055"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Louis Pepin","raw_affiliation_strings":["Centre Hospitalier Universitaire, Grenoble, France","CHUGA - Centre Hospitalier Universitaire [CHU Grenoble] (CS 10217\r\n38043 Grenoble cedex 9 - France)"],"affiliations":[{"raw_affiliation_string":"Centre Hospitalier Universitaire, Grenoble, France","institution_ids":["https://openalex.org/I2800555055"]},{"raw_affiliation_string":"CHUGA - Centre Hospitalier Universitaire [CHU Grenoble] (CS 10217\r\n38043 Grenoble cedex 9 - France)","institution_ids":["https://openalex.org/I2800555055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062228577","display_name":"Lorraine Goeuriot","orcid":"https://orcid.org/0000-0001-7491-1980"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lorraine Goeuriot","raw_affiliation_strings":["CNRS, Univ. Grenoble Alpes, Saint-Martin d'Heres, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Univ. Grenoble Alpes, Saint-Martin d'Heres, France","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081664259","display_name":"Sihem Amer-Yahia","orcid":"https://orcid.org/0000-0002-6194-4502"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sihem Amer-Yahia","raw_affiliation_strings":["CNRS, Univ. Grenoble Alpes, Saint-Martin d'Heres, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Univ. Grenoble Alpes, Saint-Martin d'Heres, France","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063700071"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":0.9649,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.75531097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2709","last_page":"2716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9998999834060669,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9886999726295471,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9266999959945679,"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/polysomnography","display_name":"Polysomnography","score":0.8380274772644043},{"id":"https://openalex.org/keywords/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.6257012486457825},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6176639795303345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5935455560684204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5849367380142212},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5482979416847229},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.49370989203453064},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4254250228404999},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39693716168403625},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.3833759129047394},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32603776454925537},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12668964266777039}],"concepts":[{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.8380274772644043},{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.6257012486457825},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6176639795303345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5935455560684204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5849367380142212},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5482979416847229},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.49370989203453064},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4254250228404999},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39693716168403625},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.3833759129047394},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32603776454925537},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12668964266777039}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3340531.3412686","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02972546v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02972546","pdf_url":"https://hal.science/hal-02972546v1/file/CIKM2020_Machine_Learning_Apnea.pdf","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020, Virtual Event Ireland, France. pp.2709-2716, ⟨10.1145/3340531.3412686⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02972546v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02972546","pdf_url":"https://hal.science/hal-02972546v1/file/CIKM2020_Machine_Learning_Apnea.pdf","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020, Virtual Event Ireland, France. pp.2709-2716, ⟨10.1145/3340531.3412686⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G5696276328","display_name":null,"funder_award_id":"Finance","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G692611148","display_name":null,"funder_award_id":"Brazil","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3093925743.pdf","grobid_xml":"https://content.openalex.org/works/W3093925743.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W573592669","https://openalex.org/W1487029832","https://openalex.org/W1521879664","https://openalex.org/W1698155719","https://openalex.org/W1964824584","https://openalex.org/W1968705065","https://openalex.org/W1970984835","https://openalex.org/W1979063736","https://openalex.org/W1982909972","https://openalex.org/W2056132907","https://openalex.org/W2059812124","https://openalex.org/W2084665316","https://openalex.org/W2104933073","https://openalex.org/W2113170953","https://openalex.org/W2155424615","https://openalex.org/W2162073574","https://openalex.org/W2308884720","https://openalex.org/W2396120831","https://openalex.org/W2521000591","https://openalex.org/W2558831827","https://openalex.org/W2911964244","https://openalex.org/W2914197217","https://openalex.org/W2999086204","https://openalex.org/W4248220371","https://openalex.org/W4285719527","https://openalex.org/W6616460502","https://openalex.org/W6664976405"],"related_works":["https://openalex.org/W3004206652","https://openalex.org/W2016370421","https://openalex.org/W4200607786","https://openalex.org/W2186303850","https://openalex.org/W4381597394","https://openalex.org/W4310009901","https://openalex.org/W2985785409","https://openalex.org/W1481679924","https://openalex.org/W2322198899","https://openalex.org/W2268943783"],"abstract_inverted_index":{"International":[0],"audience":[1]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}