{"id":"https://openalex.org/W2792290583","doi":"https://doi.org/10.4018/ijaeis.2018040103","title":"A Process for Increasing the Samples of Coffee Rust Through Machine Learning Methods","display_name":"A Process for Increasing the Samples of Coffee Rust Through Machine Learning Methods","publication_year":2018,"publication_date":"2018-03-22","ids":{"openalex":"https://openalex.org/W2792290583","doi":"https://doi.org/10.4018/ijaeis.2018040103","mag":"2792290583"},"language":"en","primary_location":{"id":"doi:10.4018/ijaeis.2018040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijaeis.2018040103","pdf_url":null,"source":{"id":"https://openalex.org/S129247094","display_name":"International Journal of Agricultural and Environmental Information Systems","issn_l":"1947-3192","issn":["1947-3192","1947-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Agricultural and Environmental Information 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/A5074216883","display_name":"Jhonn Pablo Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-7171-0179"},"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":"Jhonn Pablo Rodr\u00edguez","raw_affiliation_strings":["University of Cauca, Popay\u00e1n, Colombia"],"affiliations":[{"raw_affiliation_string":"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"]},{"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":["CO","ES"],"is_corresponding":false,"raw_author_name":"David Camilo Corrales","raw_affiliation_strings":["Telematic Engineering Group, University of Cauca, Popay\u00e1n, Colombia and Department of Computer Science and Engineering, Carlos III University of Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Telematic Engineering Group, University of Cauca, Popay\u00e1n, Colombia and Department of Computer Science and Engineering, Carlos III University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I152650591","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":["Telematic Engineering Group, University of Cauca, Popay\u00e1n, Colombia"],"affiliations":[{"raw_affiliation_string":"Telematic Engineering Group, University of Cauca, Popay\u00e1n, Colombia","institution_ids":["https://openalex.org/I152650591"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074216883"],"corresponding_institution_ids":["https://openalex.org/I152650591"],"apc_list":null,"apc_paid":null,"fwci":0.9664,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76279183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":"2","first_page":"32","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11560","display_name":"Animal Disease Management and Epidemiology","score":0.9660999774932861,"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"}},"topics":[{"id":"https://openalex.org/T11560","display_name":"Animal Disease Management and Epidemiology","score":0.9660999774932861,"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"}},{"id":"https://openalex.org/T12431","display_name":"Sugarcane Cultivation and Processing","score":0.9639000296592712,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9466000199317932,"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/rust","display_name":"Rust (programming language)","score":0.7618834972381592},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5183523893356323},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5047613382339478},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5028964877128601},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.50197434425354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44573473930358887},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37536877393722534},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2830018401145935},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15713316202163696}],"concepts":[{"id":"https://openalex.org/C197781089","wikidata":"https://www.wikidata.org/wiki/Q575650","display_name":"Rust (programming language)","level":2,"score":0.7618834972381592},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5183523893356323},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5047613382339478},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5028964877128601},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.50197434425354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44573473930358887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37536877393722534},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2830018401145935},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15713316202163696},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijaeis.2018040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijaeis.2018040103","pdf_url":null,"source":{"id":"https://openalex.org/S129247094","display_name":"International Journal of Agricultural and Environmental Information Systems","issn_l":"1947-3192","issn":["1947-3192","1947-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Agricultural and Environmental Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jaeis0:v:9:y:2018:i:2:p:32-52","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJAEIS.2018040103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W150045479","https://openalex.org/W183361202","https://openalex.org/W571200655","https://openalex.org/W864720030","https://openalex.org/W915098716","https://openalex.org/W958206490","https://openalex.org/W1542204591","https://openalex.org/W1554407026","https://openalex.org/W1560621543","https://openalex.org/W1563554545","https://openalex.org/W1563938718","https://openalex.org/W1594031697","https://openalex.org/W1606124777","https://openalex.org/W1873332500","https://openalex.org/W1967127231","https://openalex.org/W1967320885","https://openalex.org/W1987860477","https://openalex.org/W1988474781","https://openalex.org/W1995643781","https://openalex.org/W2001935432","https://openalex.org/W2003638356","https://openalex.org/W2035809853","https://openalex.org/W2039082789","https://openalex.org/W2040010062","https://openalex.org/W2065317638","https://openalex.org/W2066443039","https://openalex.org/W2073119158","https://openalex.org/W2073730332","https://openalex.org/W2088431433","https://openalex.org/W2092925611","https://openalex.org/W2093638768","https://openalex.org/W2096945460","https://openalex.org/W2099454382","https://openalex.org/W2107633943","https://openalex.org/W2116361347","https://openalex.org/W2118978333","https://openalex.org/W2122018113","https://openalex.org/W2123737232","https://openalex.org/W2124776405","https://openalex.org/W2126131095","https://openalex.org/W2132791018","https://openalex.org/W2135493362","https://openalex.org/W2142471217","https://openalex.org/W2148143831","https://openalex.org/W2180790833","https://openalex.org/W2185967890","https://openalex.org/W2187183197","https://openalex.org/W2189233457","https://openalex.org/W2232793493","https://openalex.org/W2245675991","https://openalex.org/W2306422286","https://openalex.org/W2323628915","https://openalex.org/W2496114304","https://openalex.org/W2507349779","https://openalex.org/W2507827498","https://openalex.org/W2514819692","https://openalex.org/W2535268253","https://openalex.org/W2535333834","https://openalex.org/W2542230798","https://openalex.org/W2586350499","https://openalex.org/W2734009514","https://openalex.org/W2756264530","https://openalex.org/W2768000598","https://openalex.org/W2902249776","https://openalex.org/W4230683138","https://openalex.org/W4233932529","https://openalex.org/W4244036394","https://openalex.org/W4252461066","https://openalex.org/W4386816703","https://openalex.org/W4394705864"],"related_works":["https://openalex.org/W2321095224","https://openalex.org/W2355956201","https://openalex.org/W2368593304","https://openalex.org/W2508646920","https://openalex.org/W2004186295","https://openalex.org/W2014489614","https://openalex.org/W2037562491","https://openalex.org/W3083064891","https://openalex.org/W4296563699","https://openalex.org/W1411230624"],"abstract_inverted_index":{"This":[0,107],"article":[1,108],"describes":[2],"how":[3],"coffee":[4,13,30,39,113],"rust":[5,114,123],"has":[6,52],"become":[7],"a":[8,93,110],"serious":[9],"concern":[10],"for":[11],"many":[12],"farmers":[14],"and":[15],"manufacturers.":[16],"The":[17,49],"American":[18],"Phytopathological":[19],"Society":[20],"discusses":[21],"its":[22],"importance":[23],"saying":[24],"this:":[25],"\u201c\u2026the":[26],"most":[27,42],"economically":[28],"important":[29,43],"disease":[31,63],"in":[32,46,104],"the":[33,41,62,66,70,74,80,88,97,105],"world\u2026\u201d":[34],"while":[35],"\u201c\u2026in":[36],"monetary":[37],"value,":[38],"is":[40,73],"agricultural":[44],"product":[45],"international":[47],"trade\u2026\u201d":[48],"early":[50],"detection":[51],"inspired":[53],"researchers":[54],"to":[55,115,121],"apply":[56],"supervised":[57],"learning":[58,119],"algorithms":[59],"on":[60],"predicting":[61],"appearance.":[64],"However,":[65],"main":[67],"issue":[68],"of":[69,77,79,85,96],"related":[71],"works":[72],"small":[75],"number":[76],"samples":[78],"dependent":[81],"variable:":[82],"Incidence":[83],"Percentage":[84],"Rust,":[86],"since":[87],"datasets":[89],"do":[90],"not":[91],"have":[92],"reliable":[94],"representation":[95],"disease,":[98],"which":[99],"will":[100],"generate":[101],"inaccurate":[102],"predictions":[103],"models.":[106],"provides":[109],"process":[111],"about":[112],"select":[116],"appropriate":[117],"machine":[118],"methods":[120],"increase":[122],"samples.":[124]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}