{"id":"https://openalex.org/W1989469424","doi":"https://doi.org/10.1016/j.eswa.2014.10.038","title":"On-line policy learning and adaptation for real-time personalization of an artificial pancreas","display_name":"On-line policy learning and adaptation for real-time personalization of an artificial pancreas","publication_year":2014,"publication_date":"2014-10-30","ids":{"openalex":"https://openalex.org/W1989469424","doi":"https://doi.org/10.1016/j.eswa.2014.10.038","mag":"1989469424"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2014.10.038","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ri.conicet.gov.ar/bitstream/11336/22463/2/CONICET_Digital_Nro.a79c453a-d2a3-4349-a5e2-31b3469905e8_A.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071805399","display_name":"Mariano De Paula","orcid":"https://orcid.org/0000-0001-7582-9188"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Mariano De Paula","raw_affiliation_strings":["INTELYMEC - Centro de Investigaciones en F\u00edsica e Ingenier\u00eda del Centro - CIFICEN - CONICET, Av. del Valle 5737, Olavarr\u00eda B7400JWI, Argentina#TAB#"],"affiliations":[{"raw_affiliation_string":"INTELYMEC - Centro de Investigaciones en F\u00edsica e Ingenier\u00eda del Centro - CIFICEN - CONICET, Av. del Valle 5737, Olavarr\u00eda B7400JWI, Argentina#TAB#","institution_ids":["https://openalex.org/I151201029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020800592","display_name":"Gerardo G. Acosta","orcid":"https://orcid.org/0000-0003-3295-1604"},"institutions":[{"id":"https://openalex.org/I3130805194","display_name":"Universidad Nacional del Centro de la Provincia de Buenos Aires","ror":"https://ror.org/011gakh74","country_code":"AR","type":"education","lineage":["https://openalex.org/I3130805194"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Gerardo G. Acosta","raw_affiliation_strings":["UNCPBA-Facultad de Ingenier\u00eda, Universidad Nacional del Centro de la Provincia de Buenos Aires, Av. del Valle 5737, Olavarr\u00eda B7400JWI, Argentina#TAB#"],"affiliations":[{"raw_affiliation_string":"UNCPBA-Facultad de Ingenier\u00eda, Universidad Nacional del Centro de la Provincia de Buenos Aires, Av. del Valle 5737, Olavarr\u00eda B7400JWI, Argentina#TAB#","institution_ids":["https://openalex.org/I3130805194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031875872","display_name":"Ernesto Mart\u00ednez","orcid":"https://orcid.org/0000-0002-2622-1579"},"institutions":[{"id":"https://openalex.org/I4210166609","display_name":"National University of Avellaneda","ror":"https://ror.org/05f05cy37","country_code":"AR","type":"education","lineage":["https://openalex.org/I4210166609"]},{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Ernesto C. Mart\u00ednez","raw_affiliation_strings":["INGAR(CONICET-UTN), Avellaneda 3657, Santa Fe, S3002 GJC, Argentina"],"affiliations":[{"raw_affiliation_string":"INGAR(CONICET-UTN), Avellaneda 3657, Santa Fe, S3002 GJC, Argentina","institution_ids":["https://openalex.org/I4210166609","https://openalex.org/I151201029"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3220,"currency":"USD","value_usd":3220,"provenance":"doaj"},"apc_paid":null,"fwci":0.943,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":19,"citation_normalized_percentile":{"value":0.874381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":91},"biblio":{"volume":"42","issue":"4","first_page":"2234","last_page":"2255"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9989,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10560","display_name":"Diabetes Management and Research","score":0.9989,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9874,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11171","display_name":"Diabetes and associated disorders","score":0.9753,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-pancreas","display_name":"Artificial Pancreas","score":0.64337695}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.77707857},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7525717},{"id":"https://openalex.org/C2780353609","wikidata":"https://www.wikidata.org/wiki/Q1569064","display_name":"Artificial pancreas","level":4,"score":0.64337695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.59072804},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.58120257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.56298053},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5431731},{"id":"https://openalex.org/C2780473172","wikidata":"https://www.wikidata.org/wiki/Q5572518","display_name":"Glycemic","level":3,"score":0.51090616},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.45408207},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42036024},{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.18884978},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.12947997},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.115535825},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09972027},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2014.10.038","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://hdl.handle.net/11336/22463","pdf_url":"https://ri.conicet.gov.ar/bitstream/11336/22463/2/CONICET_Digital_Nro.a79c453a-d2a3-4349-a5e2-31b3469905e8_A.pdf","source":{"id":"https://openalex.org/S4306402455","display_name":"CONICET Digital (CONICET)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210148385","host_organization_name":"Biomedicine Research Institute of Buenos Aires - CONICET - Partner Institute of the Max Planck Society","host_organization_lineage":["https://openalex.org/I4210148385"],"host_organization_lineage_names":["Biomedicine Research Institute of Buenos Aires - CONICET - Partner Institute of the Max Planck Society"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://hdl.handle.net/11336/22463","pdf_url":"https://ri.conicet.gov.ar/bitstream/11336/22463/2/CONICET_Digital_Nro.a79c453a-d2a3-4349-a5e2-31b3469905e8_A.pdf","source":{"id":"https://openalex.org/S4306402455","display_name":"CONICET Digital (CONICET)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210148385","host_organization_name":"Biomedicine Research Institute of Buenos Aires - CONICET - Partner Institute of the Max Planck Society","host_organization_lineage":["https://openalex.org/I4210148385"],"host_organization_lineage_names":["Biomedicine Research Institute of Buenos Aires - CONICET - Partner Institute of the Max Planck Society"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.74}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":80,"referenced_works":["https://openalex.org/W1486280762","https://openalex.org/W1515851193","https://openalex.org/W1522111779","https://openalex.org/W1525280637","https://openalex.org/W1555818350","https://openalex.org/W1560724230","https://openalex.org/W1607198972","https://openalex.org/W1746819321","https://openalex.org/W1964693647","https://openalex.org/W1970153766","https://openalex.org/W1973409145","https://openalex.org/W1980336667","https://openalex.org/W1982955044","https://openalex.org/W1984935210","https://openalex.org/W1986078872","https://openalex.org/W1991725952","https://openalex.org/W1997543377","https://openalex.org/W2001273251","https://openalex.org/W2004173465","https://openalex.org/W2004303440","https://openalex.org/W2005931745","https://openalex.org/W2007369785","https://openalex.org/W2007700189","https://openalex.org/W2008026620","https://openalex.org/W2008449957","https://openalex.org/W2010762887","https://openalex.org/W2014903366","https://openalex.org/W2021348562","https://openalex.org/W2021774297","https://openalex.org/W2025988694","https://openalex.org/W2041058086","https://openalex.org/W2042263481","https://openalex.org/W2044912944","https://openalex.org/W2046390876","https://openalex.org/W2047922146","https://openalex.org/W2058097276","https://openalex.org/W2058767091","https://openalex.org/W2067961213","https://openalex.org/W2073787051","https://openalex.org/W2081055373","https://openalex.org/W2081865478","https://openalex.org/W2087264237","https://openalex.org/W2088032561","https://openalex.org/W2092559456","https://openalex.org/W2094774","https://openalex.org/W2100097728","https://openalex.org/W2100202103","https://openalex.org/W2102340435","https://openalex.org/W2115532997","https://openalex.org/W2121863487","https://openalex.org/W2122410182","https://openalex.org/W2125624587","https://openalex.org/W2131596548","https://openalex.org/W2134323508","https://openalex.org/W2136162474","https://openalex.org/W2144614463","https://openalex.org/W2144785271","https://openalex.org/W2148579631","https://openalex.org/W2153290280","https://openalex.org/W2154032554","https://openalex.org/W2155639879","https://openalex.org/W2155769069","https://openalex.org/W2156353972","https://openalex.org/W2162557622","https://openalex.org/W2167830353","https://openalex.org/W2179284380","https://openalex.org/W2181990710","https://openalex.org/W2316701798","https://openalex.org/W2345333987","https://openalex.org/W2492168822","https://openalex.org/W2570764145","https://openalex.org/W2623293810","https://openalex.org/W2903158431","https://openalex.org/W2949071206","https://openalex.org/W3140968660","https://openalex.org/W3195149063","https://openalex.org/W4211049957","https://openalex.org/W4214717370","https://openalex.org/W4244591555","https://openalex.org/W58116190"],"related_works":["https://openalex.org/W67475362","https://openalex.org/W4252110191","https://openalex.org/W3045686306","https://openalex.org/W3033200810","https://openalex.org/W2738991502","https://openalex.org/W2624491029","https://openalex.org/W2466503045","https://openalex.org/W2289004579","https://openalex.org/W1868271753","https://openalex.org/W1631461823"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1989469424","counts_by_year":[{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2024-12-19T17:12:36.293517","created_date":"2016-06-24"}