{"id":"https://openalex.org/W2734943711","doi":"https://doi.org/10.1145/3067695.3082493","title":"Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation","display_name":"Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation","publication_year":2017,"publication_date":"2017-07-11","ids":{"openalex":"https://openalex.org/W2734943711","doi":"https://doi.org/10.1145/3067695.3082493","mag":"2734943711"},"language":"en","primary_location":{"id":"doi:10.1145/3067695.3082493","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3067695.3082493","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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/A5101456216","display_name":"J. Manuel Velasco","orcid":"https://orcid.org/0000-0001-5993-2521"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Manuel Velasco","raw_affiliation_strings":["Universidad Complutense de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Complutense de Madrid","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022352568","display_name":"\u00d3scar Garnica","orcid":"https://orcid.org/0000-0001-5064-2587"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Garnica","raw_affiliation_strings":["Universidad Complutense de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Complutense de Madrid","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091656010","display_name":"Sergio Contador","orcid":"https://orcid.org/0000-0001-5828-7209"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Contador","raw_affiliation_strings":["Universidad Complutense de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Complutense de Madrid","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041464849","display_name":"Marta Botella","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106572","display_name":"Hospital Universitario Pr\u00edncipe de Asturias","ror":"https://ror.org/01az6dv73","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210106572","https://openalex.org/I4210139293"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marta Botella","raw_affiliation_strings":["Hospital Hospital U. Principe Asturias, Alcala de Henares"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Hospital U. Principe Asturias, Alcala de Henares","institution_ids":["https://openalex.org/I4210106572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109358307","display_name":"Juan Lanchares","orcid":null},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Lanchares","raw_affiliation_strings":["Universidad Complutense de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Complutense de Madrid","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085569944","display_name":"J. Ignacio Hidalgo","orcid":"https://orcid.org/0000-0002-3046-6368"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Ignacio Hidalgo","raw_affiliation_strings":["Universidad Complutense de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Complutense de Madrid","institution_ids":["https://openalex.org/I121748325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3481,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.66666667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1387","last_page":"1394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987000226974487,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9545000195503235,"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/T11269","display_name":"Algorithms and Data Compression","score":0.945900022983551,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6653082370758057},{"id":"https://openalex.org/keywords/blood-sugar","display_name":"Blood sugar","score":0.6560958027839661},{"id":"https://openalex.org/keywords/insulin","display_name":"Insulin","score":0.5650913119316101},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4750485420227051},{"id":"https://openalex.org/keywords/type-2-diabetes-mellitus","display_name":"Type 2 Diabetes Mellitus","score":0.47213393449783325},{"id":"https://openalex.org/keywords/blood-stream","display_name":"Blood stream","score":0.4536648392677307},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4453648626804352},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.43784862756729126},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.4251546263694763},{"id":"https://openalex.org/keywords/grammatical-evolution","display_name":"Grammatical evolution","score":0.42442435026168823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4157811999320984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4095327854156494},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3958936929702759},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.3451201617717743},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.08906590938568115}],"concepts":[{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6653082370758057},{"id":"https://openalex.org/C2780485761","wikidata":"https://www.wikidata.org/wiki/Q275157","display_name":"Blood sugar","level":3,"score":0.6560958027839661},{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.5650913119316101},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4750485420227051},{"id":"https://openalex.org/C2910068830","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 Diabetes Mellitus","level":3,"score":0.47213393449783325},{"id":"https://openalex.org/C2993831823","wikidata":"https://www.wikidata.org/wiki/Q11068","display_name":"Blood stream","level":2,"score":0.4536648392677307},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4453648626804352},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.43784862756729126},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.4251546263694763},{"id":"https://openalex.org/C10906938","wikidata":"https://www.wikidata.org/wiki/Q5593687","display_name":"Grammatical evolution","level":3,"score":0.42442435026168823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4157811999320984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4095327854156494},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3958936929702759},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.3451201617717743},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.08906590938568115},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3067695.3082493","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3067695.3082493","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W201289342","https://openalex.org/W1503370304","https://openalex.org/W1576818901","https://openalex.org/W1795093649","https://openalex.org/W1810334051","https://openalex.org/W1971476108","https://openalex.org/W1984732187","https://openalex.org/W1986495510","https://openalex.org/W2018691083","https://openalex.org/W2019625726","https://openalex.org/W2025272597","https://openalex.org/W2030792885","https://openalex.org/W2084288340","https://openalex.org/W2089732667","https://openalex.org/W2098324512","https://openalex.org/W2114529996","https://openalex.org/W2116512828","https://openalex.org/W2117748324","https://openalex.org/W2134017961","https://openalex.org/W2139015486","https://openalex.org/W2154224420","https://openalex.org/W2154876023","https://openalex.org/W2164274563","https://openalex.org/W2180987315","https://openalex.org/W2313953460","https://openalex.org/W2464472116","https://openalex.org/W2471498193","https://openalex.org/W3122820950","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2318447304","https://openalex.org/W2440364284","https://openalex.org/W1997369325","https://openalex.org/W2077803189","https://openalex.org/W2147838718","https://openalex.org/W1993379878","https://openalex.org/W4224240084","https://openalex.org/W2946151416","https://openalex.org/W3088398010","https://openalex.org/W2355413907"],"abstract_inverted_index":{"Type":[0],"1":[1],"Diabetes":[2],"Mellitus":[3],"can":[4],"only":[5],"be":[6],"treated":[7],"injecting":[8],"insulin":[9,50],"and":[10],"glucagon":[11],"into":[12],"the":[13,21,44,56],"blood":[14,27,53],"stream.":[15],"This":[16],"research":[17],"is":[18,42],"motivated":[19],"by":[20],"challenge":[22],"to":[23,51],"accurately":[24],"predict":[25],"future":[26],"glucose":[28],"levels":[29],"of":[30,46,49],"a":[31,47],"diabetic":[32],"patient":[33],"so":[34],"that":[35],"an":[36],"automatic":[37],"system":[38],"could":[39],"decide":[40],"when":[41],"necessary":[43],"injection":[45],"bolus":[48],"keep":[52],"sugar":[54],"in":[55],"healthy":[57],"range.":[58]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}