{"id":"https://openalex.org/W4321436059","doi":"https://doi.org/10.1007/s00521-023-08342-1","title":"An interdependent evolutionary machine learning model applied to global horizontal irradiance modeling","display_name":"An interdependent evolutionary machine learning model applied to global horizontal irradiance modeling","publication_year":2023,"publication_date":"2023-02-20","ids":{"openalex":"https://openalex.org/W4321436059","doi":"https://doi.org/10.1007/s00521-023-08342-1"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-08342-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08342-1","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5080353628","display_name":"Samuel da Costa Alves Bas\u00edlio","orcid":null},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]},{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Samuel da Costa Alves Bas\u00edlio","raw_affiliation_strings":["Department of Applied and Computational Mechanics, Federal University of Juiz de Fora, Juiz de Fora, MG, Brazil","Department of Computing and Mechanics, Federal Center for Technological Education of Minas Gerais, Leopoldina, MG, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied and Computational Mechanics, Federal University of Juiz de Fora, Juiz de Fora, MG, Brazil","institution_ids":["https://openalex.org/I101100930"]},{"raw_affiliation_string":"Department of Computing and Mechanics, Federal Center for Technological Education of Minas Gerais, Leopoldina, MG, Brazil","institution_ids":["https://openalex.org/I4210136482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012686616","display_name":"Camila Martins Saporetti","orcid":"https://orcid.org/0000-0002-8145-7074"},"institutions":[{"id":"https://openalex.org/I40034438","display_name":"Universidade do Estado do Rio de Janeiro","ror":"https://ror.org/0198v2949","country_code":"BR","type":"education","lineage":["https://openalex.org/I40034438"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Camila M. Saporetti","raw_affiliation_strings":["Department of Computational Modeling, Polytechnic Institute, Rio de Janeiro State University, Nova Friburgo, RJ, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Modeling, Polytechnic Institute, Rio de Janeiro State University, Nova Friburgo, RJ, Brazil","institution_ids":["https://openalex.org/I40034438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004862221","display_name":"Leonardo Goliatt","orcid":"https://orcid.org/0000-0002-2844-9470"},"institutions":[{"id":"https://openalex.org/I101100930","display_name":"Universidade Federal de Juiz de Fora","ror":"https://ror.org/04yqw9c44","country_code":"BR","type":"education","lineage":["https://openalex.org/I101100930"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Leonardo Goliatt","raw_affiliation_strings":["Department of Applied and Computational Mechanics, Federal University of Juiz de Fora, Juiz de Fora, MG, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-2844-9470","affiliations":[{"raw_affiliation_string":"Department of Applied and Computational Mechanics, Federal University of Juiz de Fora, Juiz de Fora, MG, Brazil","institution_ids":["https://openalex.org/I101100930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004862221"],"corresponding_institution_ids":["https://openalex.org/I101100930"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.8137,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76939561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"35","issue":"16","first_page":"12099","last_page":"12120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9998999834060669,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9998999834060669,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7562190294265747},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.693754255771637},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.603144109249115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5894775390625},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5786595344543457},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4330565929412842},{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"Solar irradiance","score":0.42384248971939087},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3239251971244812}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7562190294265747},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.693754255771637},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.603144109249115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5894775390625},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5786595344543457},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4330565929412842},{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.42384248971939087},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3239251971244812},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-023-08342-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08342-1","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G4471807746","display_name":null,"funder_award_id":"307688/2022-4","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1913657127","https://openalex.org/W2022637272","https://openalex.org/W2041859212","https://openalex.org/W2052437577","https://openalex.org/W2056192250","https://openalex.org/W2075891641","https://openalex.org/W2088765131","https://openalex.org/W2089487480","https://openalex.org/W2122825543","https://openalex.org/W2136495462","https://openalex.org/W2582794214","https://openalex.org/W2594027828","https://openalex.org/W2620224544","https://openalex.org/W2724872897","https://openalex.org/W2787894218","https://openalex.org/W2793530392","https://openalex.org/W2796855349","https://openalex.org/W2903158782","https://openalex.org/W2904672395","https://openalex.org/W2907684802","https://openalex.org/W2935838819","https://openalex.org/W2950048411","https://openalex.org/W2963918665","https://openalex.org/W2987867641","https://openalex.org/W2998745260","https://openalex.org/W3000398335","https://openalex.org/W3006268427","https://openalex.org/W3016726239","https://openalex.org/W3084608922","https://openalex.org/W3086784814","https://openalex.org/W3111561338","https://openalex.org/W3124590480","https://openalex.org/W3134723677","https://openalex.org/W3194518363","https://openalex.org/W3207286568","https://openalex.org/W4210576749","https://openalex.org/W4285612317","https://openalex.org/W4285810545","https://openalex.org/W4306931946"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2022718820","https://openalex.org/W2989924723","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4322211974","https://openalex.org/W2131174359","https://openalex.org/W4205958290","https://openalex.org/W4384212932"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}