{"id":"https://openalex.org/W4411098863","doi":"https://doi.org/10.1145/3723178.3723315","title":"Advance Step to Protect Agriculture: A Deep Dive into Enhancing Food Security Through EfficientNet-B0 and XAI in Plant Disease Classification","display_name":"Advance Step to Protect Agriculture: A Deep Dive into Enhancing Food Security Through EfficientNet-B0 and XAI in Plant Disease Classification","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4411098863","doi":"https://doi.org/10.1145/3723178.3723315"},"language":"en","primary_location":{"id":"doi:10.1145/3723178.3723315","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723315","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723315","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723315","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095828838","display_name":"Sadia Nawar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Sadia Nawar","raw_affiliation_strings":["East Delta University, East Delta University, Chittagong, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0003-7899-077X","affiliations":[{"raw_affiliation_string":"East Delta University, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063405818","display_name":"A.F. Jamal Uddin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Altaf Uddin","raw_affiliation_strings":["East Delta University, East Delta University, Chittagong, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0004-1521-4914","affiliations":[{"raw_affiliation_string":"East Delta University, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Arnob Saha","orcid":"https://orcid.org/0009-0000-1691-7188"},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Arnob Saha","raw_affiliation_strings":["East Delta University, East Delta University, Chittagong, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0000-1691-7188","affiliations":[{"raw_affiliation_string":"East Delta University, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095828839","display_name":"Md. Hamid Hosen","orcid":"https://orcid.org/0009-0009-6462-6647"},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Hamid Hosen","raw_affiliation_strings":["Computer Science &amp; Engineering, East Delta University, Chittagong, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0009-6462-6647","affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051291121","display_name":"Safa Asgar","orcid":"https://orcid.org/0009-0001-1418-2373"},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Safa Asgar","raw_affiliation_strings":["Computer Science &amp; Engineering, East Delta University, Chittagong, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0001-1418-2373","affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060961111","display_name":"Linkon Chowdhury","orcid":"https://orcid.org/0000-0002-3687-5920"},"institutions":[{"id":"https://openalex.org/I4210114658","display_name":"East Delta University","ror":"https://ror.org/022j25y55","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210114658"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Linkon Chowdhury","raw_affiliation_strings":["Computer Science &amp; Engineering, East Delta University, Chittagong, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-3687-5920","affiliations":[{"raw_affiliation_string":"Computer Science &amp; Engineering, East Delta University, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I4210114658"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5095828838"],"corresponding_institution_ids":["https://openalex.org/I4210114658"],"apc_list":null,"apc_paid":null,"fwci":0.5713,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80192417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1034","last_page":"1041"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9994999766349792,"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":0.9994999766349792,"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/T12486","display_name":"Food Supply Chain Traceability","score":0.9322999715805054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/food-security","display_name":"Food security","score":0.7352070808410645},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6819425225257874},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.4466882348060608},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3778919279575348},{"id":"https://openalex.org/keywords/agroforestry","display_name":"Agroforestry","score":0.3577128052711487},{"id":"https://openalex.org/keywords/agricultural-science","display_name":"Agricultural science","score":0.3495669960975647},{"id":"https://openalex.org/keywords/biotechnology","display_name":"Biotechnology","score":0.3458065390586853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3414471745491028},{"id":"https://openalex.org/keywords/agricultural-economics","display_name":"Agricultural economics","score":0.32288095355033875},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.16326752305030823},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15898987650871277},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09721064567565918},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.05035543441772461}],"concepts":[{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.7352070808410645},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6819425225257874},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.4466882348060608},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3778919279575348},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.3577128052711487},{"id":"https://openalex.org/C37621935","wikidata":"https://www.wikidata.org/wiki/Q3606845","display_name":"Agricultural science","level":1,"score":0.3495669960975647},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.3458065390586853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3414471745491028},{"id":"https://openalex.org/C48824518","wikidata":"https://www.wikidata.org/wiki/Q396340","display_name":"Agricultural economics","level":1,"score":0.32288095355033875},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.16326752305030823},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15898987650871277},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09721064567565918},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.05035543441772461}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3723178.3723315","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723315","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723315","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3723178.3723315","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723315","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723315","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Computing Advancements","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411098863.pdf","grobid_xml":"https://content.openalex.org/works/W4411098863.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1994002998","https://openalex.org/W2057106128","https://openalex.org/W2344225296","https://openalex.org/W2473156356","https://openalex.org/W2520102481","https://openalex.org/W2612690371","https://openalex.org/W2618530766","https://openalex.org/W2753403518","https://openalex.org/W2789255992","https://openalex.org/W2886330227","https://openalex.org/W2913500366","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2963820222","https://openalex.org/W3017093935","https://openalex.org/W3091852228","https://openalex.org/W3095722810","https://openalex.org/W3136563782","https://openalex.org/W3163531312","https://openalex.org/W3167628032","https://openalex.org/W4205220472","https://openalex.org/W4283390251","https://openalex.org/W4384932139","https://openalex.org/W4390942778","https://openalex.org/W4394647276","https://openalex.org/W4406977701"],"related_works":["https://openalex.org/W2066678127","https://openalex.org/W3147442197","https://openalex.org/W2157515611","https://openalex.org/W2171347758","https://openalex.org/W616811778","https://openalex.org/W4407097848","https://openalex.org/W2499892796","https://openalex.org/W2888611162","https://openalex.org/W2006482151","https://openalex.org/W4212800548"],"abstract_inverted_index":{"The":[0],"global":[1],"economy":[2],"heavily":[3],"relies":[4],"on":[5,144],"the":[6,82,105,112,139,145,148],"agricultural":[7],"industry,":[8],"making":[9],"crop":[10,158],"health":[11],"crucial":[12],"for":[13,31,75,104],"both":[14],"survival":[15],"and":[16,50,66,102,122,168],"economic":[17,169],"stability.Significant":[18],"production":[19],"losses":[20],"are":[21,41],"caused":[22,160],"by":[23,79,161],"plant":[24,109,162],"diseases":[25,36],"in":[26],"agriculture.It":[27],"is":[28,70,90,126,153],"often":[29,42],"difficult":[30],"experienced":[32],"farmers":[33],"to":[34,54,58,155],"detect":[35],"with":[37,63],"traditional":[38],"methods,":[39],"which":[40,134,164],"insufficient.Modern":[43],"frameworks":[44],"that":[45],"combine":[46],"deep":[47,87],"learning":[48,88],"approaches":[49],"image":[51,64,68,76],"segmentation":[52,69],"look":[53],"be":[55],"viable":[56],"alternatives":[57],"prior":[59],"techniques.The":[60],"study":[61],"begins":[62],"augmentation":[65],"segmentation.The":[67],"carried":[71],"out":[72],"using":[73],"DeePLabV3+":[74],"preprocessing,":[77],"followed":[78],"feature":[80],"extraction.Subsequently,":[81],"classification":[83,106],"ability":[84],"of":[85,107,147,150],"several":[86],"models":[89],"studied,":[91],"including":[92],"Convolutional":[93],"Neural":[94],"Network":[95],"(CNN),":[96],"VGG16,":[97],"MobileNetV2,":[98],"AlexNet,":[99],"InceptionV3,":[100],"DenseNet201,":[101],"EfficientNet-B0,":[103,151],"38":[108],"disease":[110],"classes.Among":[111],"top-performing":[113],"models,":[114],"EfficientNet-B0":[115],"achieved":[116],"99.86%":[117],"accuracy,":[118],"99.01%precision,":[119],"98.81%":[120],"recall,":[121],"99.34%":[123],"F1":[124],"score.EfficientNet-B0":[125],"also":[127],"explained":[128],"through":[129],"SHAP":[130],"(SHapley":[131],"Additive":[132],"exPlanations),":[133],"provides":[135],"insight":[136],"into":[137],"how":[138],"model":[140],"classifies":[141],"leaf":[142],"diseases.Based":[143],"results":[146],"implementation":[149],"it":[152],"possible":[154],"significantly":[156],"reduce":[157],"destruction":[159],"diseases,":[163],"improves":[165],"food":[166],"security":[167],"stability.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
