{"id":"https://openalex.org/W7172108380","doi":"https://doi.org/10.1007/978-3-032-32023-0_46","title":"A Genetic Programming Approach Applied to Airborne Salinity Prediction","display_name":"A Genetic Programming Approach Applied to Airborne Salinity Prediction","publication_year":2026,"publication_date":"2026-08-01","ids":{"openalex":"https://openalex.org/W7172108380","doi":"https://doi.org/10.1007/978-3-032-32023-0_46"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-32023-0_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-32023-0_46","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","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/A5093809555","display_name":"Thiago Brandenburg","orcid":null},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago Brandenburg","raw_affiliation_strings":["Graduate Program in Applied Computing, State University of Santa Catarina (UDESC), Joinville, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Applied Computing, State University of Santa Catarina (UDESC), Joinville, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106866256","display_name":"Lav\u00ednia Rafaela De Marco","orcid":null},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lav\u00ednia Rafaela de Marco","raw_affiliation_strings":["Graduate Program in Applied Computing, State University of Santa Catarina (UDESC), Joinville, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Applied Computing, State University of Santa Catarina (UDESC), Joinville, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039645533","display_name":"Gustavo Alexandre Achilles Fischer","orcid":"https://orcid.org/0000-0002-0680-8639"},"institutions":[{"id":"https://openalex.org/I4210150794","display_name":"ArcelorMittal (Brazil)","ror":"https://ror.org/05vfv3b25","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210150794"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Alexandre Achilles Fischer","raw_affiliation_strings":["ArcelorMittal VEGA, R&D Group, S\u00e3o Francisco do Sul, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ArcelorMittal VEGA, R&D Group, S\u00e3o Francisco do Sul, SC, Brazil","institution_ids":["https://openalex.org/I4210150794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144214352","display_name":"Fabiano Miranda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150794","display_name":"ArcelorMittal (Brazil)","ror":"https://ror.org/05vfv3b25","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210150794"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabiano Miranda","raw_affiliation_strings":["ArcelorMittal VEGA, R&D Group, S\u00e3o Francisco do Sul, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ArcelorMittal VEGA, R&D Group, S\u00e3o Francisco do Sul, SC, Brazil","institution_ids":["https://openalex.org/I4210150794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100720645","display_name":"Jos\u00e9 Francisco Da Silva Filho","orcid":"https://orcid.org/0000-0002-5817-1043"},"institutions":[{"id":"https://openalex.org/I4210150794","display_name":"ArcelorMittal (Brazil)","ror":"https://ror.org/05vfv3b25","country_code":"BR","type":"company","lineage":["https://openalex.org/I4210150794"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Francisco da Silva Filho","raw_affiliation_strings":["ArcelorMittal VEGA, R&D Group, S\u00e3o Francisco do Sul, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ArcelorMittal VEGA, R&D Group, S\u00e3o Francisco do Sul, SC, Brazil","institution_ids":["https://openalex.org/I4210150794"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5144203237","display_name":"Rafael Stubs Parpinelli","orcid":null},"institutions":[{"id":"https://openalex.org/I164790352","display_name":"Universidade do Estado de Santa Catarina","ror":"https://ror.org/03ztsbk67","country_code":"BR","type":"education","lineage":["https://openalex.org/I164790352"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Rafael Stubs Parpinelli","raw_affiliation_strings":["Graduate Program in Applied Computing, State University of Santa Catarina (UDESC), Joinville, SC, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate Program in Applied Computing, State University of Santa Catarina (UDESC), Joinville, SC, Brazil","institution_ids":["https://openalex.org/I164790352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5144203237"],"corresponding_institution_ids":["https://openalex.org/I164790352"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"562","last_page":"573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.8909000158309937},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7598999738693237},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7429999709129333},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.625},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.5497999787330627},{"id":"https://openalex.org/keywords/empirical-modelling","display_name":"Empirical modelling","score":0.46050000190734863},{"id":"https://openalex.org/keywords/salinity","display_name":"Salinity","score":0.42239999771118164},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.39660000801086426}],"concepts":[{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.8909000158309937},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7598999738693237},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7429999709129333},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.625},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5497999787330627},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.46050000190734863},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.43149998784065247},{"id":"https://openalex.org/C129513315","wikidata":"https://www.wikidata.org/wiki/Q179615","display_name":"Salinity","level":2,"score":0.42239999771118164},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3971000015735626},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.39660000801086426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3880000114440918},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.37599998712539673},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.3734000027179718},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3603000044822693},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.35679998993873596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35499998927116394},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.3538999855518341},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.3393999934196472},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32749998569488525},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.3262999951839447},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2955999970436096},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2847000062465668},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-32023-0_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-32023-0_46","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W920452825","https://openalex.org/W1985718223","https://openalex.org/W1996481020","https://openalex.org/W2017511295","https://openalex.org/W2021874545","https://openalex.org/W2040492000","https://openalex.org/W2090946930","https://openalex.org/W2136253230","https://openalex.org/W2475616277","https://openalex.org/W2611772571","https://openalex.org/W3025949386","https://openalex.org/W4368303491","https://openalex.org/W4405691949"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-08-02T00:00:00"}
