{"id":"https://openalex.org/W4391129152","doi":"https://doi.org/10.1109/icca59364.2023.10401464","title":"ML Based Apple Leaf Disease Detection","display_name":"ML Based Apple Leaf Disease Detection","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4391129152","doi":"https://doi.org/10.1109/icca59364.2023.10401464"},"language":"en","primary_location":{"id":"doi:10.1109/icca59364.2023.10401464","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca59364.2023.10401464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Computer and Applications (ICCA)","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/A5093767629","display_name":"Elio Aoun","orcid":null},"institutions":[{"id":"https://openalex.org/I60770847","display_name":"Notre Dame University \u2013 Louaize","ror":"https://ror.org/030br0314","country_code":"LB","type":"education","lineage":["https://openalex.org/I60770847"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Elio Aoun","raw_affiliation_strings":["Notre Dame University-Louaize,Faculty of Engineering,ECCE Department,Zouk Mosbeh,Zouk Mikael,72","ECCE Department, Faculty of Engineering, Notre Dame University-Louaize, Zouk Mosbeh, Zouk Mikael"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Notre Dame University-Louaize,Faculty of Engineering,ECCE Department,Zouk Mosbeh,Zouk Mikael,72","institution_ids":["https://openalex.org/I60770847"]},{"raw_affiliation_string":"ECCE Department, Faculty of Engineering, Notre Dame University-Louaize, Zouk Mosbeh, Zouk Mikael","institution_ids":["https://openalex.org/I60770847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025448575","display_name":"Mohamad Abou Ali","orcid":"https://orcid.org/0000-0002-2887-8232"},"institutions":[{"id":"https://openalex.org/I911468752","display_name":"Lebanese International University","ror":"https://ror.org/034agrd14","country_code":"LB","type":"education","lineage":["https://openalex.org/I911468752"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mohamad Abou Ali","raw_affiliation_strings":["Lebanese International University,Department of Biomedical Engineering,Lebanon","Department of Biomedical Engineering, Lebanese International University, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lebanese International University,Department of Biomedical Engineering,Lebanon","institution_ids":["https://openalex.org/I911468752"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Lebanese International University, Lebanon","institution_ids":["https://openalex.org/I911468752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026204627","display_name":"Abdallah Kassem","orcid":"https://orcid.org/0000-0003-4724-7628"},"institutions":[{"id":"https://openalex.org/I60770847","display_name":"Notre Dame University \u2013 Louaize","ror":"https://ror.org/030br0314","country_code":"LB","type":"education","lineage":["https://openalex.org/I60770847"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Abdallah Kassem","raw_affiliation_strings":["Notre Dame University-Louaize,Faculty of Engineering,ECCE Department,Zouk Mosbeh,Zouk Mikael,72","ECCE Department, Faculty of Engineering, Notre Dame University-Louaize, Zouk Mosbeh, Zouk Mikael"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Notre Dame University-Louaize,Faculty of Engineering,ECCE Department,Zouk Mosbeh,Zouk Mikael,72","institution_ids":["https://openalex.org/I60770847"]},{"raw_affiliation_string":"ECCE Department, Faculty of Engineering, Notre Dame University-Louaize, Zouk Mosbeh, Zouk Mikael","institution_ids":["https://openalex.org/I60770847"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030191146","display_name":"Mustapha Hamad","orcid":"https://orcid.org/0000-0002-8631-1760"},"institutions":[{"id":"https://openalex.org/I60770847","display_name":"Notre Dame University \u2013 Louaize","ror":"https://ror.org/030br0314","country_code":"LB","type":"education","lineage":["https://openalex.org/I60770847"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Mustapha Hamad","raw_affiliation_strings":["Notre Dame University-Louaize,Faculty of Engineering,ECCE Department,Zouk Mosbeh,Zouk Mikael,72","ECCE Department, Faculty of Engineering, Notre Dame University-Louaize, Zouk Mosbeh, Zouk Mikael"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Notre Dame University-Louaize,Faculty of Engineering,ECCE Department,Zouk Mosbeh,Zouk Mikael,72","institution_ids":["https://openalex.org/I60770847"]},{"raw_affiliation_string":"ECCE Department, Faculty of Engineering, Notre Dame University-Louaize, Zouk Mosbeh, Zouk Mikael","institution_ids":["https://openalex.org/I60770847"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0855006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"145","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9991000294685364,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9991000294685364,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9520999789237976,"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/high-resolution","display_name":"High resolution","score":0.5536259412765503},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5449709892272949},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4976370632648468},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.44767698645591736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43401825428009033},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.41154131293296814},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.12964928150177002},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11683890223503113},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09398576617240906}],"concepts":[{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.5536259412765503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5449709892272949},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4976370632648468},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.44767698645591736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43401825428009033},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.41154131293296814},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.12964928150177002},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11683890223503113},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09398576617240906},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca59364.2023.10401464","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca59364.2023.10401464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2101234009","https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W2607662938","https://openalex.org/W2618530766","https://openalex.org/W2913668833","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2981413347","https://openalex.org/W4235869546","https://openalex.org/W4385245566","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6675354045","https://openalex.org/W6682889407","https://openalex.org/W6739901393","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W3201212491","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4380767732","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694"],"abstract_inverted_index":{"This":[0,88],"research":[1],"paper":[2],"delves":[3],"into":[4],"the":[5,13,41,92,104],"evaluation":[6],"of":[7,15,43,55,58,94,109],"various":[8,62],"machine":[9],"learning":[10],"algorithms":[11],"for":[12],"detection":[14,106],"diseases":[16,50,110],"in":[17,34,46,71,81,103,115],"apple":[18,59,116],"leaves.":[19],"Models":[20],"such":[21],"as":[22],"VGG,":[23],"DenseNet,":[24],"ResNet,":[25],"EfficientNet,":[26],"ConvNextBase,":[27],"and":[28,48,75,107],"Vision":[29],"Transformer":[30],"(ViT)":[31],"were":[32],"scrutinized":[33],"this":[35],"study.":[36],"The":[37,64],"assessment":[38],"involved":[39],"gauging":[40],"efficacy":[42],"each":[44],"model":[45],"identifying":[47],"categorizing":[49],"using":[51],"a":[52],"dataset":[53],"comprised":[54],"high-resolution":[56],"images":[57],"leaves":[60],"exhibiting":[61],"ailments.":[63],"findings":[65],"revealed":[66],"that":[67],"these":[68],"models":[69],"excel":[70],"distinguishing":[72],"between":[73],"healthy":[74],"diseased":[76],"leaves,":[77],"albeit":[78],"with":[79],"differences":[80],"their":[82],"ability":[83],"to":[84,91,111],"pinpoint":[85],"specific":[86],"diseases.":[87],"investigation":[89],"contributes":[90],"field":[93],"precision":[95],"agriculture":[96],"by":[97],"automating":[98],"disease":[99],"detection,":[100],"thereby":[101],"aiding":[102],"early":[105],"treatment":[108],"bolster":[112],"fruit":[113],"yield":[114],"orchards.":[117]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
