{"id":"https://openalex.org/W2073730332","doi":"https://doi.org/10.1109/isda.2011.6121847","title":"The use of fuzzy decision trees for coffee rust warning in Brazilian crops","display_name":"The use of fuzzy decision trees for coffee rust warning in Brazilian crops","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2073730332","doi":"https://doi.org/10.1109/isda.2011.6121847","mag":"2073730332"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2011.6121847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2011.6121847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Intelligent Systems Design and Applications","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/A5027027525","display_name":"Marcos E. Cintra","orcid":"https://orcid.org/0000-0001-7712-6865"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]}],"countries":["BR","MD"],"is_corresponding":false,"raw_author_name":"Marcos E. Cintra","raw_affiliation_strings":["Mathematics and Computer Science Institute, University of Sao Paulo, Sao Carlos, Sao Paulo, Brazil","Mathematics and Computer Science Institute - University of Sao Paulo (USP), CEP 13.566-590, Sao Carlos - SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Institute, University of Sao Paulo, Sao Carlos, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I4210092357"]},{"raw_affiliation_string":"Mathematics and Computer Science Institute - University of Sao Paulo (USP), CEP 13.566-590, Sao Carlos - SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112080947","display_name":"Carlos Alberto Alves Meira","orcid":null},"institutions":[{"id":"https://openalex.org/I199691007","display_name":"Brazilian Agricultural Research Corporation","ror":"https://ror.org/0482b5b22","country_code":"BR","type":"government","lineage":["https://openalex.org/I199691007"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos A. A. Meira","raw_affiliation_strings":["Embrapa Agriculture Informatics, Campinas, Sao Paulo, Brazil","Embrapa Agriculture Informatics - C.P. 6041, CEP 13083-970, Campinas, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embrapa Agriculture Informatics, Campinas, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I199691007"]},{"raw_affiliation_string":"Embrapa Agriculture Informatics - C.P. 6041, CEP 13083-970, Campinas, SP, Brazil","institution_ids":["https://openalex.org/I199691007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000813310","display_name":"Maria Carolina Monard","orcid":"https://orcid.org/0000-0001-6004-7407"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210092357","display_name":"Institute of Mathematics and Computer Science","ror":"https://ror.org/00fy4at53","country_code":"MD","type":"facility","lineage":["https://openalex.org/I112090838","https://openalex.org/I4210092357"]}],"countries":["BR","MD"],"is_corresponding":false,"raw_author_name":"Maria C. Monard","raw_affiliation_strings":["Mathematics and Computer Science Institute, University of Sao Paulo, Sao Carlos, Sao Paulo, Brazil","Mathematics and Computer Science Institute - University of Sao Paulo (USP), CEP 13.566-590, Sao Carlos - SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mathematics and Computer Science Institute, University of Sao Paulo, Sao Carlos, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I4210092357"]},{"raw_affiliation_string":"Mathematics and Computer Science Institute - University of Sao Paulo (USP), CEP 13.566-590, Sao Carlos - SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037198516","display_name":"Heloisa A. Camargo","orcid":"https://orcid.org/0000-0002-5489-7306"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Heloisa A. Camargo","raw_affiliation_strings":["Computer Science Department, Federal University of Sao Carlos, Sao Carlos, Sao Paulo, Brazil","Computer Science Department - Federal University of Sao Carlos - UFSCAR, PO Box 676, 13.565-905, Sao Carlos - SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Federal University of Sao Carlos, Sao Carlos, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I177909021"]},{"raw_affiliation_string":"Computer Science Department - Federal University of Sao Carlos - UFSCAR, PO Box 676, 13.565-905, Sao Carlos - SP, Brazil","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030739163","display_name":"Luiz Henrique Antunes Rodrigues","orcid":"https://orcid.org/0000-0002-1756-7367"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz H. A. Rodrigues","raw_affiliation_strings":["School of Agricultural Engineering, State University of Campinas Unicamp, Campinas, Sao Paulo, Brazil","School of Agricultural Engineering - State University of Campinas - Unicamp, CEP 13083-875 - Campinas, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Agricultural Engineering, State University of Campinas Unicamp, Campinas, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I181391015"]},{"raw_affiliation_string":"School of Agricultural Engineering - State University of Campinas - Unicamp, CEP 13083-875 - Campinas, SP, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2261,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.90490825,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11957","display_name":"Food Safety and Hygiene","score":0.9164999723434448,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T11957","display_name":"Food Safety and Hygiene","score":0.9164999723434448,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/T12388","display_name":"Identification and Quantification in Food","score":0.9050999879837036,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8182356357574463},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.670960009098053},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6649356484413147},{"id":"https://openalex.org/keywords/rust","display_name":"Rust (programming language)","score":0.6047194600105286},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5965777635574341},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5502380132675171},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5091144442558289},{"id":"https://openalex.org/keywords/decision-tree-model","display_name":"Decision tree model","score":0.5011715888977051},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4831749498844147},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48271486163139343},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44401922821998596},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4130033552646637},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24912011623382568}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8182356357574463},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.670960009098053},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6649356484413147},{"id":"https://openalex.org/C197781089","wikidata":"https://www.wikidata.org/wiki/Q575650","display_name":"Rust (programming language)","level":2,"score":0.6047194600105286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5965777635574341},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5502380132675171},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5091144442558289},{"id":"https://openalex.org/C56289965","wikidata":"https://www.wikidata.org/wiki/Q5249246","display_name":"Decision tree model","level":3,"score":0.5011715888977051},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4831749498844147},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48271486163139343},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44401922821998596},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4130033552646637},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24912011623382568},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isda.2011.6121847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2011.6121847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"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":19,"referenced_works":["https://openalex.org/W1565746575","https://openalex.org/W1570448133","https://openalex.org/W1748476768","https://openalex.org/W1980024140","https://openalex.org/W2009270930","https://openalex.org/W2073119158","https://openalex.org/W2088670606","https://openalex.org/W2092925611","https://openalex.org/W2125055259","https://openalex.org/W2125231031","https://openalex.org/W2150753731","https://openalex.org/W2152901552","https://openalex.org/W2204732883","https://openalex.org/W2912565176","https://openalex.org/W2966207845","https://openalex.org/W4211007335","https://openalex.org/W4252461158","https://openalex.org/W4252684946","https://openalex.org/W6678449394"],"related_works":["https://openalex.org/W4293151273","https://openalex.org/W4380629648","https://openalex.org/W3214885503","https://openalex.org/W4385640509","https://openalex.org/W4313906440","https://openalex.org/W2389814391","https://openalex.org/W3004292714","https://openalex.org/W3200192427","https://openalex.org/W4381745612","https://openalex.org/W2087668131"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"the":[3,13,20,39,51,84,95,110,122,125,129],"use":[4],"of":[5,36,83,128],"fuzzy":[6,103,142],"decision":[7,104,116],"trees":[8],"for":[9],"coffee":[10,17],"rust":[11],"warning,":[12],"most":[14],"economically":[15],"important":[16],"disease":[18,78],"in":[19],"world.":[21],"The":[22,47,87,102,141],"models":[23,68,106,143],"were":[24,45,107],"induced":[25,112],"using":[26],"field":[27],"data":[28],"collected":[29],"during":[30],"8":[31],"years.":[32],"Using":[33],"different":[34],"subsets":[35],"attributes":[37],"from":[38],"original":[40],"data,":[41],"three":[42],"distinct":[43,64],"datasets":[44,60],"constructed.":[46],"class":[48],"attribute,":[49],"representing":[50],"monthly":[52,77],"infection":[53,65,79],"rate,":[54],"was":[55],"used":[56,71],"to":[57,62,72,109,137],"construct":[58],"six":[59],"according":[61,136],"two":[63,85],"rates.":[66],"Induced":[67],"can":[69],"be":[70],"trigger":[73],"alerts":[74],"when":[75],"estimated":[76],"rates":[80],"reach":[81],"one":[82,97],"thresholds.":[86],"first":[88],"threshold":[89],"allows":[90],"applying":[91],"preventive":[92],"actions,":[93],"whereas":[94],"second":[96],"requires":[98],"a":[99,114],"curative":[100],"action.":[101],"tree":[105,117],"compared":[108],"ones":[111],"by":[113],"classic":[115],"algorithm,":[118],"taking":[119],"into":[120],"account":[121],"accuracy":[123,146],"and":[124,148],"syntactic":[126],"complexity":[127],"models,":[130],"as":[131,133],"well":[132],"its":[134],"quality":[135],"an":[138],"expert":[139],"opinion.":[140],"showed":[144],"better":[145],"power":[147],"interpretability.":[149]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}