{"id":"https://openalex.org/W4404032762","doi":"https://doi.org/10.1109/icccnt61001.2024.10724197","title":"LW-ALDDNet: A Novel Lightweight CNN Model for Automated Detection of Apple Leaf Diseases","display_name":"LW-ALDDNet: A Novel Lightweight CNN Model for Automated Detection of Apple Leaf Diseases","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032762","doi":"https://doi.org/10.1109/icccnt61001.2024.10724197"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724197","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5093194897","display_name":"Rizvee Hassan Prito","orcid":null},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Rizvee Hassan Prito","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051807223","display_name":"Mahmood ul Hassan","orcid":"https://orcid.org/0000-0002-8459-1471"},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Bayzid Hassan","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114512179","display_name":"Zarin Tasnim Nuzhat","orcid":null},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Zarin Tasnim Nuzhat","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ratul Saha","orcid":null},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Ratul Saha","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040607584","display_name":"U Sadia","orcid":null},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Umme Fatema Tuz Sadia","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114512064","display_name":"Sabbir Ahmed Sounok","orcid":null},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sabbir Ahmed Sounok","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106156064","display_name":"Sajid Faysal Fahim","orcid":null},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sajid Faysal Fahim","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114512181","display_name":"Aisha Siddika Mim","orcid":null},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Aisha Siddika Mim","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114512182","display_name":"Shams E Siam","orcid":null},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shams E Siam","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]},{"author_position":"last","author":{"id":null,"display_name":"Syed Musayedul Hussain","orcid":null},"institutions":[{"id":"https://openalex.org/I885507782","display_name":"East West University","ror":"https://ror.org/05p0tzt32","country_code":"BD","type":"education","lineage":["https://openalex.org/I885507782"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Syed Musayedul Hussain","raw_affiliation_strings":["East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East West University,Department of Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I885507782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5093194897"],"corresponding_institution_ids":["https://openalex.org/I885507782"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10663672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.984499990940094,"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":0.984499990940094,"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/computer-science","display_name":"Computer science","score":0.71377032995224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4653269648551941},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3309972584247589}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71377032995224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4653269648551941},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3309972584247589}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724197","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724197","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2944599236","https://openalex.org/W3003697778","https://openalex.org/W3127175491","https://openalex.org/W3163473558","https://openalex.org/W4210370376","https://openalex.org/W4220972777","https://openalex.org/W4225371893","https://openalex.org/W4235267665","https://openalex.org/W4250422246","https://openalex.org/W4281382409","https://openalex.org/W4281694288","https://openalex.org/W4281846758","https://openalex.org/W4308866996","https://openalex.org/W4313203522","https://openalex.org/W4320496104","https://openalex.org/W4367724521"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Plant":[0],"diseases":[1,23,47,77,145,205],"cause":[2],"substantial":[3],"losses":[4],"in":[5,39,66,89,99],"crop":[6],"production,":[7],"which":[8,170],"exerts":[9],"a":[10,50,92,185],"major":[11],"impact":[12],"on":[13,133,162,180],"the":[14,57,82,85,90,109,172,193],"economic":[15],"development":[16],"of":[17,21,45,59,74,78,111,137,142,164,174,196],"agriculture.":[18],"Early":[19],"detection":[20,218],"these":[22,46],"is":[24,34,84,97,118],"inevitable":[25],"to":[26,37,102],"prevent":[27],"significant":[28],"production":[29],"losses.":[30],"However,":[31],"accurate":[32],"identification":[33],"challenging":[35,51],"due":[36],"similarities":[38],"diseases,":[40],"characteristics.":[41],"Therefore":[42],"proper":[43],"recognition":[44],"has":[48,192],"become":[49],"task":[52],"for":[53],"farmers.":[54],"But":[55],"with":[56,146,206,210],"help":[58],"artificial":[60],"intelligence":[61],"and":[62,139,159,166,209,216],"deep":[63,123,176],"learning":[64],"models":[65,178],"IoT":[67],"devices,":[68],"anyone":[69],"can":[70,201],"now":[71],"take":[72],"advantage":[73],"correctly":[75],"recognizing":[76],"various":[79,121],"crops.":[80],"As":[81],"Apple":[83],"most":[86],"consumed":[87],"fruit":[88],"world,":[91],"novel":[93],"lightweight":[94,186],"CNN":[95,124,177,187],"model":[96,117,156,191],"introduced":[98],"this":[100],"study":[101],"accurately":[103],"identify":[104],"apple":[105,112,143,203],"leaf":[106,144,204],"disease":[107],"from":[108],"images":[110],"tree":[113],"leaves.":[114,148],"Our":[115],"proposed":[116,155],"evaluated":[119],"alongside":[120],"popular":[122],"models,":[125],"including":[126],"MobileNetV2,":[127],"InceptionV3,":[128],"ResNet50v2,":[129],"AlexNet,":[130],"SqueezeNet,":[131],"etc.":[132],"two":[134],"public":[135],"datasets":[136,163],"five":[138,167],"nine":[140,165],"categories":[141],"healthy":[147],"The":[149],"evaluation":[150],"results":[151],"revealed":[152],"that":[153,199],"our":[154,189],"achieved":[157],"91.65%,":[158],"97.53%":[160],"accuracies":[161,173],"classes,":[168],"respectively,":[169],"exceeded":[171],"six":[175],"implied":[179],"those":[181],"datasets.":[182],"Moreover,":[183],"being":[184],"model,":[188],"designed":[190],"least":[194],"number":[195],"parameters,":[197],"proving":[198],"it":[200],"detect":[202],"better":[207],"accuracy":[208],"less":[211,213],"storage,":[212],"computational":[214],"resources,":[215],"shorter":[217],"time":[219],"requirements.":[220]},"counts_by_year":[],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2025-10-10T00:00:00"}
