{"id":"https://openalex.org/W4403864306","doi":"https://doi.org/10.1109/istas61960.2024.10732679","title":"Revolutionizing Grape Quality Control: Harnessing Artificial Intelligence for Enhanced Precision","display_name":"Revolutionizing Grape Quality Control: Harnessing Artificial Intelligence for Enhanced Precision","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4403864306","doi":"https://doi.org/10.1109/istas61960.2024.10732679"},"language":"en","primary_location":{"id":"doi:10.1109/istas61960.2024.10732679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/istas61960.2024.10732679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Technology and Society (ISTAS)","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/A5101879190","display_name":"Jos\u00e9 Luis Herrera Salazar","orcid":"https://orcid.org/0000-0002-8869-3854"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Luis Herrera Salazar","raw_affiliation_strings":["Universidad Aut&#x00F3;noma de Ica,Facultad de Ingenier&#x00ED;a, Ciencias y Administraci&#x00F3;n,Ica,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Aut&#x00F3;noma de Ica,Facultad de Ingenier&#x00ED;a, Ciencias y Administraci&#x00F3;n,Ica,Per&#x00FA;","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Magdalena Talla Linderman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Magdalena Talla Linderman","raw_affiliation_strings":["Universidad Aut&#x00F3;noma de Ica,Facultad de Ingenier&#x00ED;a, Ciencias y Administraci&#x00F3;n,Ica,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Aut&#x00F3;noma de Ica,Facultad de Ingenier&#x00ED;a, Ciencias y Administraci&#x00F3;n,Ica,Per&#x00FA;","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114444082","display_name":"Hilda Luzmila Felix Pachas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hilda Luzmila Felix Pachas","raw_affiliation_strings":["Universidad Aut&#x00F3;noma de Ica,Facultad de Ingenier&#x00ED;a, Ciencias y Administraci&#x00F3;n,Ica,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Aut&#x00F3;noma de Ica,Facultad de Ingenier&#x00ED;a, Ciencias y Administraci&#x00F3;n,Ica,Per&#x00FA;","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Jhon Angel Herrera Salazar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jhon Angel Herrera Salazar","raw_affiliation_strings":["Universidad Aut&#x00F3;noma de Ica,Facultad de Ingenier&#x00ED;a, Ciencias y Administraci&#x00F3;n,Ica,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Aut&#x00F3;noma de Ica,Facultad de Ingenier&#x00ED;a, Ciencias y Administraci&#x00F3;n,Ica,Per&#x00FA;","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101879190"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1508,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83885347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11796","display_name":"Horticultural and Viticultural Research","score":0.8751999735832214,"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/T11796","display_name":"Horticultural and Viticultural Research","score":0.8751999735832214,"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/T10825","display_name":"Plant Pathogens and Fungal Diseases","score":0.7594000101089478,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell 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"}},{"id":"https://openalex.org/T11301","display_name":"Advanced Surface Polishing Techniques","score":0.7057999968528748,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6429394483566284},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5917994976043701},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5357550382614136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42724597454071045}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6429394483566284},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5917994976043701},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5357550382614136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42724597454071045},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/istas61960.2024.10732679","is_oa":false,"landing_page_url":"https://doi.org/10.1109/istas61960.2024.10732679","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Technology and Society (ISTAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2626539797","https://openalex.org/W2997663236","https://openalex.org/W3023411394","https://openalex.org/W3033954674","https://openalex.org/W3137556054","https://openalex.org/W3165781079","https://openalex.org/W4205549623","https://openalex.org/W4214558895","https://openalex.org/W4246919251","https://openalex.org/W4285300882","https://openalex.org/W4289866037","https://openalex.org/W4323040867","https://openalex.org/W4366769853","https://openalex.org/W4378176572","https://openalex.org/W4379931310","https://openalex.org/W4379932376","https://openalex.org/W4380079524","https://openalex.org/W4386882338","https://openalex.org/W4386932151","https://openalex.org/W4389902720","https://openalex.org/W6780665519"],"related_works":["https://openalex.org/W2384667405","https://openalex.org/W2389266787","https://openalex.org/W2363885542","https://openalex.org/W2387206255","https://openalex.org/W2355570285","https://openalex.org/W2364958354","https://openalex.org/W2352797113","https://openalex.org/W2372137583","https://openalex.org/W2374872591","https://openalex.org/W1548050717"],"abstract_inverted_index":{"In":[0],"this":[1,99],"study,":[2],"a":[3,86],"convolutional":[4],"neural":[5],"network":[6],"(CNN)":[7],"architecture":[8],"adapted":[9],"from":[10],"the":[11,54,57,68,80,83,96,102],"Tiny":[12],"VGG":[13],"model":[14,58,84],"is":[15],"proposed":[16],"for":[17,73],"automated":[18],"disease":[19],"detection":[20,106],"in":[21,27,59,101,109],"grapevine":[22,65],"leaves,":[23],"thus":[24],"addressing":[25],"challenges":[26],"vineyard":[28],"phytosanitary":[29],"management":[30],"by":[31],"grape-producing":[32],"regions":[33],"of":[34,56,98,107],"Peru,":[35],"such":[36],"as":[37],"Ica":[38],"and":[39,46,90,104],"Piura.":[40],"Data":[41],"augmentation":[42],"techniques":[43],"were":[44,49],"used":[45,72],"three":[47,61],"experiments":[48],"carried":[50],"out":[51],"to":[52],"evaluate":[53],"performance":[55],"classifying":[60],"fungal":[62],"diseases":[63,108],"on":[64],"leaves.":[66],"Additionally,":[67],"PlantVillage":[69],"dataset":[70],"was":[71],"training.":[74],"The":[75],"results":[76],"show":[77],"that,":[78],"with":[79],"basic":[81],"configuration,":[82],"achieved":[85],"higher":[87],"accuracy":[88],"(89.9%)":[89],"weighted":[91],"F1":[92],"score":[93],"(89.9%),":[94],"highlighting":[95],"viability":[97],"approach":[100],"early":[103],"effective":[105],"viticulture.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
