{"id":"https://openalex.org/W2913570020","doi":"https://doi.org/10.2991/ijcis.2018.25905183","title":"Using regression trees to predict citrus load balancing accuracy and costs","display_name":"Using regression trees to predict citrus load balancing accuracy and costs","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2913570020","doi":"https://doi.org/10.2991/ijcis.2018.25905183","mag":"2913570020"},"language":"en","primary_location":{"id":"doi:10.2991/ijcis.2018.25905183","is_oa":true,"landing_page_url":"https://doi.org/10.2991/ijcis.2018.25905183","pdf_url":"https://download.atlantis-press.com/article/25905183.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://download.atlantis-press.com/article/25905183.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019271684","display_name":"Griselda R. R. B\u00f3beda","orcid":"https://orcid.org/0000-0001-8949-6513"},"institutions":[{"id":"https://openalex.org/I3017690349","display_name":"National University of the Northeast","ror":"https://ror.org/057ecva72","country_code":"AR","type":"education","lineage":["https://openalex.org/I3017690349"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"G.R.R. B\u00f3beda","raw_affiliation_strings":["Faculty of Agronomy, Northeastern National University, Sargento Juan Bautista Cabral 2131 Corrientes, W3402, Argentina"],"affiliations":[{"raw_affiliation_string":"Faculty of Agronomy, Northeastern National University, Sargento Juan Bautista Cabral 2131 Corrientes, W3402, Argentina","institution_ids":["https://openalex.org/I3017690349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024165230","display_name":"El\u00edas F. Combarro","orcid":"https://orcid.org/0000-0003-3808-4273"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"E.F. Combarro","raw_affiliation_strings":["Computer Science Department, Jess Arias de Velasco, Oviedo, Asturias 33005, Spain","Computer Science Department, University of Oviedo,","Computer Science Department, Jes\u00fas Arias de Velasco, Oviedo, Asturias 33005, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Jess Arias de Velasco, Oviedo, Asturias 33005, Spain","institution_ids":["https://openalex.org/I165339363"]},{"raw_affiliation_string":"Computer Science Department, University of Oviedo,","institution_ids":["https://openalex.org/I165339363","https://openalex.org/I4210156583"]},{"raw_affiliation_string":"Computer Science Department, Jes\u00fas Arias de Velasco, Oviedo, Asturias 33005, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070016479","display_name":"Silvia Matilde Mazza","orcid":"https://orcid.org/0000-0002-2277-1493"},"institutions":[{"id":"https://openalex.org/I3017690349","display_name":"National University of the Northeast","ror":"https://ror.org/057ecva72","country_code":"AR","type":"education","lineage":["https://openalex.org/I3017690349"]}],"countries":["AR"],"is_corresponding":true,"raw_author_name":"S. Mazza","raw_affiliation_strings":["Faculty of Agronomy, Northeastern National University, Sargento Juan Bautista Cabral 2131 Corrientes, W3402, Argentina"],"affiliations":[{"raw_affiliation_string":"Faculty of Agronomy, Northeastern National University, Sargento Juan Bautista Cabral 2131 Corrientes, W3402, Argentina","institution_ids":["https://openalex.org/I3017690349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107422418","display_name":"Laura Gim\u00e9nez","orcid":null},"institutions":[{"id":"https://openalex.org/I3017690349","display_name":"National University of the Northeast","ror":"https://ror.org/057ecva72","country_code":"AR","type":"education","lineage":["https://openalex.org/I3017690349"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"L.I. Gim\u00e9nez","raw_affiliation_strings":["Faculty of Agronomy, Northeastern National University, Sargento Juan Bautista Cabral 2131 Corrientes, W3402, Argentina"],"affiliations":[{"raw_affiliation_string":"Faculty of Agronomy, Northeastern National University, Sargento Juan Bautista Cabral 2131 Corrientes, W3402, Argentina","institution_ids":["https://openalex.org/I3017690349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023007721","display_name":"Irene D\u0131\u0301az","orcid":"https://orcid.org/0000-0002-3024-6605"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES","FR"],"is_corresponding":false,"raw_author_name":"I. D\u00edaz","raw_affiliation_strings":["Computer Science Department, University of Oviedo,","Computer Science Department, Jes\u00fas Arias de Velasco, Oviedo, Asturias 33005, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Oviedo,","institution_ids":["https://openalex.org/I165339363","https://openalex.org/I4210156583"]},{"raw_affiliation_string":"Computer Science Department, Jes\u00fas Arias de Velasco, Oviedo, Asturias 33005, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070016479"],"corresponding_institution_ids":["https://openalex.org/I3017690349"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":0.3379,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77119736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"12","issue":"1","first_page":"79","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11404","display_name":"Irrigation Practices and Water Management","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11546","display_name":"Plant Physiology and Cultivation Studies","score":0.9634000062942505,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5575679540634155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5261628031730652},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5231022834777832},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5207269787788391},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3769763112068176},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3287760615348816}],"concepts":[{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5575679540634155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5261628031730652},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5231022834777832},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5207269787788391},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3769763112068176},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3287760615348816}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.2991/ijcis.2018.25905183","is_oa":true,"landing_page_url":"https://doi.org/10.2991/ijcis.2018.25905183","pdf_url":"https://download.atlantis-press.com/article/25905183.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:digibuo.uniovi.es:10651/50973","is_oa":false,"landing_page_url":"http://hdl.handle.net/10651/50973","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:digibuo.uniovi.es:10651/52178","is_oa":false,"landing_page_url":"http://hdl.handle.net/10651/52178","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:eada659a7a8742d9b0d73c7435782cfa","is_oa":true,"landing_page_url":"https://doaj.org/article/eada659a7a8742d9b0d73c7435782cfa","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 12, Iss 1 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2991/ijcis.2018.25905183","is_oa":true,"landing_page_url":"https://doi.org/10.2991/ijcis.2018.25905183","pdf_url":"https://download.atlantis-press.com/article/25905183.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G765317709","display_name":null,"funder_award_id":"TIN2017-87600-P","funder_id":"https://openalex.org/F4320326262","funder_display_name":"Ministerio de Asuntos Econ\u00f3micos y Transformaci\u00f3n Digital, Gobierno de Espa\u00f1a"}],"funders":[{"id":"https://openalex.org/F4320326262","display_name":"Ministerio de Asuntos Econ\u00f3micos y Transformaci\u00f3n Digital, Gobierno de Espa\u00f1a","ror":"https://ror.org/03sv46s19"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2913570020.pdf","grobid_xml":"https://content.openalex.org/works/W2913570020.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W34661925","https://openalex.org/W186258916","https://openalex.org/W339535247","https://openalex.org/W374121114","https://openalex.org/W644449531","https://openalex.org/W901507695","https://openalex.org/W947585488","https://openalex.org/W1528954283","https://openalex.org/W1572978214","https://openalex.org/W1965301480","https://openalex.org/W1980623462","https://openalex.org/W1987480727","https://openalex.org/W1993925155","https://openalex.org/W2001466416","https://openalex.org/W2033371754","https://openalex.org/W2044752512","https://openalex.org/W2046685432","https://openalex.org/W2052476563","https://openalex.org/W2075164070","https://openalex.org/W2084341220","https://openalex.org/W2125055259","https://openalex.org/W2138632244","https://openalex.org/W2162178879","https://openalex.org/W2165669018","https://openalex.org/W2250167495","https://openalex.org/W2278286830","https://openalex.org/W2509095243","https://openalex.org/W2587827010","https://openalex.org/W2590347112","https://openalex.org/W2623783328","https://openalex.org/W6631731243","https://openalex.org/W6658884582","https://openalex.org/W6679455677"],"related_works":["https://openalex.org/W4381136829","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W2312753042","https://openalex.org/W3186837933","https://openalex.org/W1969346022","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852"],"abstract_inverted_index":{"In":[0,22],"order":[1],"to":[2,50,91],"define":[3],"management":[4],"and":[5,20,27,62,115],"marketing":[6],"strategies,":[7],"farmers":[8],"need":[9,106],"adequate":[10],"knowledge":[11],"about":[12],"future":[13],"yield":[14,30],"with":[15,43],"the":[16,33,44,70,98,105,113,118],"greatest":[17],"possible":[18],"accuracy":[19],"anticipation.":[21],"citrus":[23,52,76],"orchards,":[24],"greater":[25],"variability":[26],"non-normality":[28],"of":[29,36,46,60,64,69,117],"distributions":[31],"complicate":[32],"early":[34],"estimation":[35,99],"fruit":[37],"production.":[38],"This":[39],"study":[40],"was":[41],"conducted":[42],"objective":[45],"developing":[47],"a":[48],"method":[49],"estimate":[51],"load":[53],"based":[54],"on":[55],"orchard":[56],"characteristics,":[57],"morphological":[58],"information":[59],"trees":[61],"number":[63],"fruits":[65],"in":[66],"defined":[67],"locations":[68],"crow.":[71],"Field":[72],"data":[73],"from":[74,79],"16":[75],"orchards":[77],"obtained":[78],"2005/06":[80],"through":[81],"2013/14":[82],"seasons":[83],"were":[84,89],"used.":[85],"Machine":[86],"learning":[87],"techniques":[88],"applied":[90],"predict":[92],"yield;":[93],"these":[94],"methods":[95],"can":[96],"reduce":[97],"error":[100],"as":[101,103],"well":[102],"decrease":[104],"for":[107],"in-field":[108],"measuring,":[109],"thus":[110],"reducing":[111],"both":[112],"cost":[114],"time":[116],"process.":[119]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
