{"id":"https://openalex.org/W4410229352","doi":"https://doi.org/10.1109/iccae64891.2025.10980545","title":"Image Classification Model for Data Sentry of Plant Diseases Using Convolutional Neural Networks","display_name":"Image Classification Model for Data Sentry of Plant Diseases Using Convolutional Neural Networks","publication_year":2025,"publication_date":"2025-03-20","ids":{"openalex":"https://openalex.org/W4410229352","doi":"https://doi.org/10.1109/iccae64891.2025.10980545"},"language":"en","primary_location":{"id":"doi:10.1109/iccae64891.2025.10980545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccae64891.2025.10980545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on Computer and Automation Engineering (ICCAE)","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/A5089150980","display_name":"Jose B. Lazaro","orcid":"https://orcid.org/0000-0002-3244-0161"},"institutions":[{"id":"https://openalex.org/I2801908056","display_name":"Malayan Colleges Laguna","ror":"https://ror.org/05b9pe067","country_code":"PH","type":"education","lineage":["https://openalex.org/I2801908056"]},{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Jose B. Lazaro","raw_affiliation_strings":["Mapua Institute of Technology at Laguna, Mapua Malayan Colleges Laguna,Cabuyao,Laguna,Philippines"],"affiliations":[{"raw_affiliation_string":"Mapua Institute of Technology at Laguna, Mapua Malayan Colleges Laguna,Cabuyao,Laguna,Philippines","institution_ids":["https://openalex.org/I2801908056","https://openalex.org/I137967721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5099800741","display_name":"John Rafael L. Jocson","orcid":null},"institutions":[{"id":"https://openalex.org/I2801908056","display_name":"Malayan Colleges Laguna","ror":"https://ror.org/05b9pe067","country_code":"PH","type":"education","lineage":["https://openalex.org/I2801908056"]},{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"John Rafael L. Jocson","raw_affiliation_strings":["Mapua Institute of Technology at Laguna, Mapua Malayan Colleges Laguna,Cabuyao,Laguna,Philippines"],"affiliations":[{"raw_affiliation_string":"Mapua Institute of Technology at Laguna, Mapua Malayan Colleges Laguna,Cabuyao,Laguna,Philippines","institution_ids":["https://openalex.org/I2801908056","https://openalex.org/I137967721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089150980"],"corresponding_institution_ids":["https://openalex.org/I137967721","https://openalex.org/I2801908056"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08032595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.807200014591217,"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":0.807200014591217,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8379030227661133},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7416670322418213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5862513184547424},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.526885986328125},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5097443461418152},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4590451121330261},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36136412620544434},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33847975730895996},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3229401707649231},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14740252494812012}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8379030227661133},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7416670322418213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5862513184547424},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.526885986328125},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5097443461418152},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4590451121330261},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36136412620544434},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33847975730895996},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3229401707649231},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14740252494812012}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccae64891.2025.10980545","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccae64891.2025.10980545","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on Computer and Automation Engineering (ICCAE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2905583750","https://openalex.org/W2913500366","https://openalex.org/W3006296545","https://openalex.org/W3081001824","https://openalex.org/W3171879913","https://openalex.org/W3176127386","https://openalex.org/W4255178902","https://openalex.org/W4292373713","https://openalex.org/W4312213583","https://openalex.org/W4385374294","https://openalex.org/W4392456220","https://openalex.org/W6887842425"],"related_works":["https://openalex.org/W4391621807","https://openalex.org/W4321487865","https://openalex.org/W2911497689","https://openalex.org/W2952813363","https://openalex.org/W2963346891","https://openalex.org/W4360783045","https://openalex.org/W2770149305","https://openalex.org/W3167930666","https://openalex.org/W3014952856","https://openalex.org/W3010730661"],"abstract_inverted_index":{"This":[0,18],"study":[1,19,46,52],"examines":[2],"the":[3,21,51,87,95,163,169,175],"effectiveness":[4,153],"of":[5,53,62,64,145,165,171,177],"using":[6],"machine":[7,179],"learning-based":[8],"image":[9,84,109],"recognition":[10,60],"model":[11,140],"for":[12,24,131],"classifying":[13,149],"common":[14],"diseases":[15],"in":[16,30,148,154],"crops.":[17],"addresses":[20],"critical":[22],"need":[23],"swift":[25,132],"and":[26,83,111,168],"accurate":[27],"disease":[28,59,70,133],"identification":[29],"agriculture,":[31],"particularly":[32],"focusing":[33],"on":[34],"enhancing":[35],"food":[36],"security":[37],"by":[38],"preserving":[39],"crop":[40,172],"yield":[41],"through":[42,174],"early":[43],"intervention.":[44],"The":[45,135],"employs":[47],"a":[48,98,178],"dataset":[49,88],"from":[50],"Mafi,":[54],"et.":[55],"al.,":[56],"about":[57],"eggplant":[58,69],"composed":[61],"thousands":[63],"images":[65,78],"representing":[66],"seven":[67],"distinct":[68],"classes,":[71],"with":[72,94,128],"each":[73],"class":[74],"containing":[75],"approximately":[76],"1600":[77],"[1].":[79],"Through":[80],"extensive":[81],"pre-processing":[82],"augmentation":[85],"techniques,":[86],"is":[89,122],"standardized":[90],"to":[91,107,125,162],"ensure":[92],"compatibility":[93],"model.":[96],"Additionally,":[97],"data":[99,115],"acquisition":[100],"framework":[101],"was":[102],"developed,":[103],"integrating":[104],"frontend":[105],"capabilities":[106,176],"highlight":[108],"capturing":[110],"database":[112],"as":[113],"sensor":[114],"storage.":[116],"A":[117],"graphical":[118],"user":[119],"interface":[120],"(GUI)":[121],"also":[123],"designed":[124],"provide":[126],"stakeholders":[127],"practical":[129],"tools":[130],"identification.":[134],"convolutional":[136],"neural":[137],"network":[138],"(CNN)":[139],"achieves":[141],"an":[142],"average":[143],"accuracy":[144],"94":[146],"%":[147],"diseases,":[150],"indicating":[151],"its":[152],"recognizing":[155],"plant":[156],"disease.":[157],"Overall,":[158],"this":[159],"research":[160],"contributes":[161],"advancement":[164],"agricultural":[166],"productivity":[167],"reduction":[170],"losses":[173],"learning":[180],"method.":[181]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}