{"id":"https://openalex.org/W2924830724","doi":"https://doi.org/10.3233/jifs-179025","title":"Rule-based expert system for detection of coffee rust warnings in colombian crops","display_name":"Rule-based expert system for detection of coffee rust warnings in colombian crops","publication_year":2019,"publication_date":"2019-03-23","ids":{"openalex":"https://openalex.org/W2924830724","doi":"https://doi.org/10.3233/jifs-179025","mag":"2924830724"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179025","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179025","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5037509528","display_name":"Edwar Javier Gir\u00f3n Buitr\u00f3n","orcid":null},"institutions":[{"id":"https://openalex.org/I152650591","display_name":"University of Cauca","ror":"https://ror.org/04fybn584","country_code":"CO","type":"education","lineage":["https://openalex.org/I152650591"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Edwar Javier Gir\u00f3n Buitr\u00f3n","raw_affiliation_strings":["Department of Telematics Engineering, Engineering Telematics Group, University of Cauca, Popay\u00e1n, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telematics Engineering, Engineering Telematics Group, University of Cauca, Popay\u00e1n, Colombia","institution_ids":["https://openalex.org/I152650591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058031153","display_name":"David Camilo Corrales","orcid":"https://orcid.org/0000-0003-4717-3040"},"institutions":[{"id":"https://openalex.org/I152650591","display_name":"University of Cauca","ror":"https://ror.org/04fybn584","country_code":"CO","type":"education","lineage":["https://openalex.org/I152650591"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"David Camilo Corrales","raw_affiliation_strings":["Department of Telematics Engineering, Engineering Telematics Group, University of Cauca, Popay\u00e1n, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telematics Engineering, Engineering Telematics Group, University of Cauca, Popay\u00e1n, Colombia","institution_ids":["https://openalex.org/I152650591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040676338","display_name":"Jacques Avelino","orcid":"https://orcid.org/0000-0003-1983-9431"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I4210105147","display_name":"Gouvernance, Risque, Environnement, D\u00e9veloppement","ror":"https://ror.org/01h4rra97","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210105147","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405261681"]},{"id":"https://openalex.org/I4210161791","display_name":"Centro Agronomico Tropical de Investigacion y Ensenanza Catie","ror":null,"country_code":"CR","type":null,"lineage":["https://openalex.org/I4210161791"]}],"countries":["CR","FR"],"is_corresponding":false,"raw_author_name":"Jacques Avelino","raw_affiliation_strings":["CIRAD, UPR Bioagresseurs analyse et ma\u00eetrise du risque, Montpellier, France, Department of Research and Development, CATIE, Turrialba, Costa Rica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIRAD, UPR Bioagresseurs analyse et ma\u00eetrise du risque, Montpellier, France, Department of Research and Development, CATIE, Turrialba, Costa Rica","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I4210105147","https://openalex.org/I4210161791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042119350","display_name":"Jos\u00e9 Antonio Iglesias","orcid":"https://orcid.org/0000-0003-0447-5444"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Antonio Iglesias","raw_affiliation_strings":["Computer Science and Engineering Department, CAOS Research Group, Carlos III University of Madrid (UC3M)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, CAOS Research Group, Carlos III University of Madrid (UC3M)","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084306663","display_name":"Juan Carlos Corrales","orcid":"https://orcid.org/0000-0002-5608-9097"},"institutions":[{"id":"https://openalex.org/I152650591","display_name":"University of Cauca","ror":"https://ror.org/04fybn584","country_code":"CO","type":"education","lineage":["https://openalex.org/I152650591"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Juan Carlos Corrales","raw_affiliation_strings":["Department of Telematics Engineering, Engineering Telematics Group, University of Cauca, Popay\u00e1n, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telematics Engineering, Engineering Telematics Group, University of Cauca, Popay\u00e1n, Colombia","institution_ids":["https://openalex.org/I152650591"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037509528"],"corresponding_institution_ids":["https://openalex.org/I152650591"],"apc_list":null,"apc_paid":null,"fwci":1.5911,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8282618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"36","issue":"5","first_page":"4765","last_page":"4775"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9708999991416931,"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/T12486","display_name":"Food Supply Chain Traceability","score":0.9708999991416931,"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/T11560","display_name":"Animal Disease Management and Epidemiology","score":0.9581999778747559,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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/rust","display_name":"Rust (programming language)","score":0.8436708450317383},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.7706140279769897},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.4633394479751587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4504377543926239},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4010498821735382},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3695392608642578},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31124570965766907}],"concepts":[{"id":"https://openalex.org/C197781089","wikidata":"https://www.wikidata.org/wiki/Q575650","display_name":"Rust (programming language)","level":2,"score":0.8436708450317383},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.7706140279769897},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.4633394479751587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4504377543926239},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4010498821735382},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3695392608642578},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31124570965766907},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3233/jifs-179025","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179025","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04936026v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04936026","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent and Fuzzy Systems, 2019, 36 (5), pp.4765-4775. &#x27E8;10.3233/JIFS-179025&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:agritrop.cirad.fr:591769","is_oa":false,"landing_page_url":"http://agritrop.cirad.fr/591769/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402311","display_name":"Agritrop (Cirad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I131077856","host_organization_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","host_organization_lineage":["https://openalex.org/I131077856"],"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/conferenceObject"},{"id":"pmh:oai:agritrop.cirad.fr:592507","is_oa":false,"landing_page_url":"http://agritrop.cirad.fr/592507/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402311","display_name":"Agritrop (Cirad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I131077856","host_organization_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","host_organization_lineage":["https://openalex.org/I131077856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent and Fuzzy Systems","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309955","display_name":"Departamento Administrativo de Ciencia, Tecnolog\u00eda e Innovaci\u00f3n (COLCIENCIAS)","ror":"https://ror.org/048jthh02"},{"id":"https://openalex.org/F4320317367","display_name":"Universidad de Especialidades Esp\u00edritu Santo","ror":"https://ror.org/00b210x50"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W915098716","https://openalex.org/W958206490","https://openalex.org/W1579285494","https://openalex.org/W1965482737","https://openalex.org/W2035809853","https://openalex.org/W2047025992","https://openalex.org/W2048319799","https://openalex.org/W2073730332","https://openalex.org/W2126131095","https://openalex.org/W2142471217","https://openalex.org/W2147845607","https://openalex.org/W2180790833","https://openalex.org/W2189233457","https://openalex.org/W2245675991","https://openalex.org/W2352321756","https://openalex.org/W2570389351","https://openalex.org/W2734009514","https://openalex.org/W2767789061","https://openalex.org/W2768000598","https://openalex.org/W2774610113","https://openalex.org/W3047600708","https://openalex.org/W4242730284","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"The":[0,15,160],"coffee":[1,40,59,74,99,157,184],"rust":[2,36,60,75,158,185],"is":[3,140,163],"a":[4,43,131,180],"devastating":[5],"disease":[6,19,37,129],"that":[7],"causes":[8],"large":[9],"economic":[10,32],"losses":[11],"across":[12],"the":[13,24,31,35,39,54,58,79,93,111,116,125,128,141,156,167],"world.":[14],"severity":[16],"of":[17,30,34,95,119,127,176,183],"this":[18,139],"changes":[20],"over":[21],"time":[22],"so":[23],"farmers":[25],"are":[26,77,113],"not":[27,87,147],"fully":[28],"aware":[29],"importance":[33],"in":[38,155],"crops.":[41],"From":[42],"computational":[44],"science":[45],"perspective,":[46],"several":[47],"investigations":[48],"have":[49],"been":[50],"proposed":[51,145,168],"to":[52,91,165,178],"decrease":[53],"effects":[55],"caused":[56],"by":[57],"appearance":[61],"from":[62,82],"Expert":[63],"systems":[64],"based":[65,107],"on":[66,108],"machine":[67,83],"learning":[68,84],"techniques.":[69],"However,":[70],"because":[71],"samples":[72],"about":[73,124],"incidence":[76],"few,":[78],"rules":[80,112],"created":[81,114],"techniques":[85],"do":[86],"contain":[88],"enough":[89],"information":[90],"consider":[92],"diversity":[94],"scenarios":[96],"for":[97],"detecting":[98],"rust.":[100],"This":[101],"paper":[102],"proposes":[103],"an":[104,173],"expert":[105,117,143,149],"system":[106,144],"rules,":[109],"where":[110],"considering":[115],"knowledge":[118,150],"specialists":[120],"and":[121],"technical":[122,153],"reports":[123,154],"behavior":[126],"during":[130],"crop":[132],"year.":[133],"As":[134],"far":[135],"as":[136],"we":[137],"know,":[138],"first":[142],"using":[146],"only":[148],"but":[151],"also":[152],"problem.":[159],"Buchanan":[161],"methodology":[162],"used":[164],"design":[166],"system.":[169],"Experiment":[170],"results":[171],"present":[172],"average":[174],"accuracy":[175],"66,67%":[177],"detect":[179],"correct":[181],"warning":[182],"levels.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5}],"updated_date":"2026-07-25T05:54:39.514286","created_date":"2025-10-10T00:00:00"}
