{"id":"https://openalex.org/W4323665234","doi":"https://doi.org/10.3390/s23062957","title":"A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction","display_name":"A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction","publication_year":2023,"publication_date":"2023-03-08","ids":{"openalex":"https://openalex.org/W4323665234","doi":"https://doi.org/10.3390/s23062957","pmid":"https://pubmed.ncbi.nlm.nih.gov/36991668"},"language":"en","primary_location":{"id":"doi:10.3390/s23062957","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23062957","pdf_url":"https://www.mdpi.com/1424-8220/23/6/2957/pdf?version=1678346761","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/6/2957/pdf?version=1678346761","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008040085","display_name":"Ivanoe De Falco","orcid":"https://orcid.org/0000-0001-6127-1195"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ivanoe De Falco","raw_affiliation_strings":["ICAR-National Research Council of Italy, Via P. Castellino, 80131 Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6127-1195","affiliations":[{"raw_affiliation_string":"ICAR-National Research Council of Italy, Via P. Castellino, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087041607","display_name":"Antonio Della Cioppa","orcid":"https://orcid.org/0000-0002-4092-6102"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Della Cioppa","raw_affiliation_strings":["ICAR-National Research Council of Italy, Via P. Castellino, 80131 Naples, Italy","Natural Computation Lab, DIEM, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4092-6102","affiliations":[{"raw_affiliation_string":"ICAR-National Research Council of Italy, Via P. Castellino, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210155236"]},{"raw_affiliation_string":"Natural Computation Lab, DIEM, University of Salerno, Via Giovanni Paolo II 132, 84084 Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021481392","display_name":"Tom\u00e1\u0161 Koutn\u00fd","orcid":"https://orcid.org/0000-0002-7773-098X"},"institutions":[{"id":"https://openalex.org/I92715842","display_name":"University of West Bohemia in Pilsen","ror":"https://ror.org/040t43x18","country_code":"CZ","type":"education","lineage":["https://openalex.org/I92715842"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Tomas Koutny","raw_affiliation_strings":["Department of Computer Science and Engineering, New Technologies for Information Society, University of West Bohemia, Technicka 18, 330 01 Pilsen, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-7773-098X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, New Technologies for Information Society, University of West Bohemia, Technicka 18, 330 01 Pilsen, Czech Republic","institution_ids":["https://openalex.org/I92715842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070575774","display_name":"Martin \u00dabl","orcid":"https://orcid.org/0000-0003-3269-0408"},"institutions":[{"id":"https://openalex.org/I92715842","display_name":"University of West Bohemia in Pilsen","ror":"https://ror.org/040t43x18","country_code":"CZ","type":"education","lineage":["https://openalex.org/I92715842"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Martin Ubl","raw_affiliation_strings":["Department of Computer Science and Engineering, University of West Bohemia, Technicka 18, 330 01 Pilsen, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-3269-0408","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of West Bohemia, Technicka 18, 330 01 Pilsen, Czech Republic","institution_ids":["https://openalex.org/I92715842"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022984705","display_name":"Michal Kr\u010dma","orcid":"https://orcid.org/0000-0002-1564-2503"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michal Krcma","raw_affiliation_strings":["Diabetology Center, First Department of Internal Medicine, University Hospital Pilsen, Alej Svobody 923/80, 323 00 Pilsen, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-1564-2503","affiliations":[{"raw_affiliation_string":"Diabetology Center, First Department of Internal Medicine, University Hospital Pilsen, Alej Svobody 923/80, 323 00 Pilsen, Czech Republic","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036774268","display_name":"Umberto Scafuri","orcid":"https://orcid.org/0009-0006-6410-6404"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Umberto Scafuri","raw_affiliation_strings":["ICAR-National Research Council of Italy, Via P. Castellino, 80131 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICAR-National Research Council of Italy, Via P. Castellino, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087379941","display_name":"Ernesto Tarantino","orcid":"https://orcid.org/0000-0002-6988-7901"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ernesto Tarantino","raw_affiliation_strings":["ICAR-National Research Council of Italy, Via P. Castellino, 80131 Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICAR-National Research Council of Italy, Via P. Castellino, 80131 Naples, Italy","institution_ids":["https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021481392"],"corresponding_institution_ids":["https://openalex.org/I92715842"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":3.4069,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.93727727,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"23","issue":"6","first_page":"2957","last_page":"2957"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9939000010490417,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9939000010490417,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.989799976348877,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9879000186920166,"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/interpretability","display_name":"Interpretability","score":0.8419908285140991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7205681800842285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7178990244865417},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6943516135215759},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.6709522008895874},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5289801359176636},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5184547305107117},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.4670350253582001},{"id":"https://openalex.org/keywords/knowledge-sharing","display_name":"Knowledge sharing","score":0.44624513387680054},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.43966299295425415},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.42573416233062744},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41701942682266235},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.1196138858795166}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8419908285140991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7205681800842285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7178990244865417},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6943516135215759},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6709522008895874},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5289801359176636},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5184547305107117},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.4670350253582001},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.44624513387680054},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.43966299295425415},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.42573416233062744},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41701942682266235},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.1196138858795166},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005947","descriptor_name":"Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005947","descriptor_name":"Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005947","descriptor_name":"Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018907","descriptor_name":"Privacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019359","descriptor_name":"Knowledge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019359","descriptor_name":"Knowledge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019359","descriptor_name":"Knowledge","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s23062957","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23062957","pdf_url":"https://www.mdpi.com/1424-8220/23/6/2957/pdf?version=1678346761","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36991668","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36991668","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:dspace5.zcu.cz:11025/51910","is_oa":true,"landing_page_url":"http://hdl.handle.net/11025/51910","pdf_url":"https://dspace.zcu.cz/bitstreams/458838ff-fd18-4379-98ba-744c5544b3a0/download","source":{"id":"https://openalex.org/S4306400586","display_name":"Digital Library (University of West Bohemia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I92715842","host_organization_name":"University of West Bohemia in Pilsen","host_organization_lineage":["https://openalex.org/I92715842"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u010dl\u00e1nek"},{"id":"pmh:oai:pubmedcentral.nih.gov:10059991","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10059991","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10059991/pdf/sensors-23-02957.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:e8c74c5d348a4eb4927f6fd9cccde7ec","is_oa":true,"landing_page_url":"https://doaj.org/article/e8c74c5d348a4eb4927f6fd9cccde7ec","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 6, p 2957 (2023)","raw_type":"article"},{"id":"pmh:oai:it.cnr:prodotti:479177","is_oa":false,"landing_page_url":"http://www.cnr.it/prodotto/i/479177","pdf_url":null,"source":{"id":"https://openalex.org/S7407055101","display_name":"CNR ExploRA","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":"info:cnr-pdr/source/autori:Ivanoe De Falco, Antonio Della Cioppa, Tomas Koutny, Martin Ubl, Michal Krcma, Umberto Scafuri and Ernesto Tarantino/titolo:A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction/doi:10.3390%2Fs23062957/rivista:Sensors (Basel)/anno:2023/pagina_da:/pagina_a:/intervallo_pagine:/volume:23","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/6/2957/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23062957","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 6; Pages: 2957","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23062957","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23062957","pdf_url":"https://www.mdpi.com/1424-8220/23/6/2957/pdf?version=1678346761","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2332044917","display_name":null,"funder_award_id":"SGS-2022-015","funder_id":"https://openalex.org/F4320310981","funder_display_name":"Z\u00e1pado\u010desk\u00e1 Univerzita v Plzni"},{"id":"https://openalex.org/G3821773884","display_name":null,"funder_award_id":"PE0000013-FAIR","funder_id":"https://openalex.org/F4320310981","funder_display_name":"Z\u00e1pado\u010desk\u00e1 Univerzita v Plzni"}],"funders":[{"id":"https://openalex.org/F4320310981","display_name":"Z\u00e1pado\u010desk\u00e1 Univerzita v Plzni","ror":"https://ror.org/040t43x18"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323665234.pdf"},"referenced_works_count":101,"referenced_works":["https://openalex.org/W1500783943","https://openalex.org/W1559956479","https://openalex.org/W1593481303","https://openalex.org/W1831950995","https://openalex.org/W1964693647","https://openalex.org/W2015452969","https://openalex.org/W2024425422","https://openalex.org/W2054536516","https://openalex.org/W2076063813","https://openalex.org/W2096166399","https://openalex.org/W2102391083","https://openalex.org/W2177019876","https://openalex.org/W2181947976","https://openalex.org/W2198447985","https://openalex.org/W2296218809","https://openalex.org/W2313106246","https://openalex.org/W2657631929","https://openalex.org/W2742286538","https://openalex.org/W2758818073","https://openalex.org/W2770616601","https://openalex.org/W2792757017","https://openalex.org/W2795807997","https://openalex.org/W2807027008","https://openalex.org/W2811031266","https://openalex.org/W2886794383","https://openalex.org/W2889087356","https://openalex.org/W2889209615","https://openalex.org/W2889249519","https://openalex.org/W2892741787","https://openalex.org/W2894558420","https://openalex.org/W2905097366","https://openalex.org/W2913191344","https://openalex.org/W2913275455","https://openalex.org/W2921196390","https://openalex.org/W2945976633","https://openalex.org/W2948261890","https://openalex.org/W2949743083","https://openalex.org/W2995191368","https://openalex.org/W2995523160","https://openalex.org/W2995785927","https://openalex.org/W2996061341","https://openalex.org/W2997606798","https://openalex.org/W2999881292","https://openalex.org/W3013510938","https://openalex.org/W3020776760","https://openalex.org/W3026865739","https://openalex.org/W3033283414","https://openalex.org/W3033653582","https://openalex.org/W3086809868","https://openalex.org/W3087603533","https://openalex.org/W3089652905","https://openalex.org/W3090729601","https://openalex.org/W3090881968","https://openalex.org/W3091870957","https://openalex.org/W3100779497","https://openalex.org/W3107001518","https://openalex.org/W3126647681","https://openalex.org/W3133874086","https://openalex.org/W3137125108","https://openalex.org/W3156485131","https://openalex.org/W3160768652","https://openalex.org/W3167277098","https://openalex.org/W3192463117","https://openalex.org/W3200969281","https://openalex.org/W3201701294","https://openalex.org/W3203930968","https://openalex.org/W3205103682","https://openalex.org/W3209073537","https://openalex.org/W3209696639","https://openalex.org/W3216633527","https://openalex.org/W3217311410","https://openalex.org/W4200026682","https://openalex.org/W4206627303","https://openalex.org/W4226065182","https://openalex.org/W4226320324","https://openalex.org/W4231109964","https://openalex.org/W4251524583","https://openalex.org/W4287434575","https://openalex.org/W4291377807","https://openalex.org/W4292148537","https://openalex.org/W4293155325","https://openalex.org/W4294811617","https://openalex.org/W4295806247","https://openalex.org/W4297499605","https://openalex.org/W4300919558","https://openalex.org/W4302306785","https://openalex.org/W4304893345","https://openalex.org/W4307727682","https://openalex.org/W4308946213","https://openalex.org/W4310673876","https://openalex.org/W4310730668","https://openalex.org/W4310987106","https://openalex.org/W4315471561","https://openalex.org/W4398786193","https://openalex.org/W6685613253","https://openalex.org/W6698665580","https://openalex.org/W6784018277","https://openalex.org/W6786208689","https://openalex.org/W6789961226","https://openalex.org/W6795745475","https://openalex.org/W6843655950"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4247136043","https://openalex.org/W4312407344"],"abstract_inverted_index":{"In":[0],"this":[1,16,161],"paper,":[2],"we":[3],"propose":[4],"an":[5,22,97],"innovative":[6],"Federated":[7,33,48],"Learning-inspired":[8],"evolutionary":[9,98],"framework.":[10],"Its":[11],"main":[12],"novelty":[13,38],"is":[14,17,25,142,164,191,249],"that":[15,21,114,128,184],"the":[18,41,46,52,59,75,108,110,137,140,169,185,188,195,202,222,227,243,270,279],"first":[19],"time":[20,61],"Evolutionary":[23],"Algorithm":[24],"employed":[26],"on":[27,116],"its":[28,198],"own":[29],"to":[30,100,144,251,278],"directly":[31],"perform":[32],"Learning":[34,49],"activity.":[35],"A":[36],"further":[37,217],"resides":[39],"in":[40,51,66,84,124,136,221],"fact":[42],"that,":[43],"differently":[44],"from":[45],"other":[47],"frameworks":[50],"literature,":[53],"ours":[54],"can":[55],"efficiently":[56],"deal":[57],"at":[58],"same":[60],"with":[62,172,276],"two":[63],"relevant":[64],"issues":[65],"Machine":[67],"Learning,":[68],"i.e.,":[69],"data":[70,129],"privacy":[71,130],"and":[72,95,131,193,262],"interpretability":[73,132],"of":[74,80,160,177,187,197,204,273,281],"solutions.":[76],"Our":[77],"framework":[78,171,232],"consists":[79],"a":[81,154],"master/slave":[82],"approach":[83,190],"which":[85],"each":[86,117],"slave":[87],"contains":[88],"local":[89,121,178,205],"data,":[90,94],"protecting":[91],"sensible":[92],"private":[93],"exploits":[96],"algorithm":[99,141],"generate":[101],"prediction":[102],"models.":[103,126,215],"The":[104,158,181],"master":[105],"shares":[106],"through":[107],"slaves":[109],"locally":[111],"learned":[112],"models":[113,122,179,206,228],"emerge":[115],"slave.":[118],"Sharing":[119],"these":[120],"results":[123,182],"global":[125,214],"Being":[127],"are":[133,225],"very":[134],"significant":[135],"medical":[138],"domain,":[139],"tested":[143],"forecast":[145],"future":[146],"glucose":[147],"values":[148],"for":[149,201,207,254,257,260,264],"diabetic":[150],"patients":[151],"by":[152,167,230,246],"exploiting":[153],"Grammatical":[155],"Evolution":[156],"algorithm.":[157],"effectiveness":[159],"knowledge-sharing":[162],"process":[163,200,224],"assessed":[165],"experimentally":[166],"comparing":[168],"proposed":[170,189],"another":[173],"where":[174],"no":[175,282],"exchange":[176,275,283],"occurs.":[180],"show":[183,233],"performance":[186],"better":[192],"demonstrate":[194],"validity":[196],"sharing":[199,248],"emergence":[203],"personal":[208],"diabetes":[209],"management,":[210],"usable":[211],"as":[212],"efficient":[213],"When":[216],"subjects":[218],"not":[219],"involved":[220],"learning":[223],"considered,":[226],"discovered":[229],"our":[231],"higher":[234],"generalization":[235],"capability":[236],"than":[237],"those":[238],"achieved":[239],"without":[240],"knowledge":[241,247],"sharing:":[242],"improvement":[244],"provided":[245],"equal":[250],"about":[252],"3.03%":[253],"precision,":[255],"1.56%":[256,263],"recall,":[258],"3.17%":[259],"F1,":[261],"accuracy.":[265],"Moreover,":[266],"statistical":[267,271],"analysis":[268],"reveals":[269],"superiority":[272],"model":[274],"respect":[277],"case":[280],"taking":[284],"place.":[285]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}