{"id":"https://openalex.org/W4411098419","doi":"https://doi.org/10.1145/3723178.3723282","title":"Efficient Disease and Pests Detection in Cotton Leaves Using NASBiT with Enhanced XAI visualization","display_name":"Efficient Disease and Pests Detection in Cotton Leaves Using NASBiT with Enhanced XAI visualization","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4411098419","doi":"https://doi.org/10.1145/3723178.3723282"},"language":"en","primary_location":{"id":"doi:10.1145/3723178.3723282","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723282","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723282","source":null,"license":null,"license_id":null,"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/10.1145/3723178.3723282","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109752611","display_name":"Md. Sayem Kabir","orcid":"https://orcid.org/0009-0001-7022-4187"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Sayem Kabir","raw_affiliation_strings":["Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0001-7022-4187","affiliations":[{"raw_affiliation_string":"Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092556717","display_name":"Sharia Arfin Tanim","orcid":"https://orcid.org/0009-0009-5231-3432"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sharia Arfin Tanim","raw_affiliation_strings":["Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0009-5231-3432","affiliations":[{"raw_affiliation_string":"Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092613374","display_name":"Kazi Tanvir","orcid":"https://orcid.org/0009-0001-0612-6101"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kazi Tanvir","raw_affiliation_strings":["Department of Mathematics, Vellore Institute of Technology, Vellore, India"],"raw_orcid":"https://orcid.org/0009-0001-0612-6101","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011185016","display_name":"Kamruddin Nur","orcid":"https://orcid.org/0000-0002-4504-6649"},"institutions":[{"id":"https://openalex.org/I103434671","display_name":"American International University-Bangladesh","ror":"https://ror.org/02j8ga255","country_code":"BD","type":"education","lineage":["https://openalex.org/I103434671"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Kamruddin Nur","raw_affiliation_strings":["Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-4504-6649","affiliations":[{"raw_affiliation_string":"Department of Computer Science, American International University-Bangladesh, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I103434671"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mohamed Haq","orcid":"https://orcid.org/0009-0004-4466-0518"},"institutions":[{"id":"https://openalex.org/I10213569","display_name":"Cape Breton University","ror":"https://ror.org/052y05165","country_code":"CA","type":"education","lineage":["https://openalex.org/I10213569"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed Haq","raw_affiliation_strings":["Shannon School of Business, Cape Breton University, Sydney, Canada"],"raw_orcid":"https://orcid.org/0009-0004-4466-0518","affiliations":[{"raw_affiliation_string":"Shannon School of Business, Cape Breton University, Sydney, Canada","institution_ids":["https://openalex.org/I10213569"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109752611"],"corresponding_institution_ids":["https://openalex.org/I103434671"],"apc_list":null,"apc_paid":null,"fwci":0.5713,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80192044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"786","last_page":"793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9976000189781189,"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":0.9976000189781189,"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/visualization","display_name":"Visualization","score":0.6321049928665161},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.515082061290741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2791212201118469}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6321049928665161},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.515082061290741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2791212201118469}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3723178.3723282","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723282","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723282","source":null,"license":null,"license_id":null,"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:10.1145/3723178.3723282","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3723178.3723282","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3723178.3723282","source":null,"license":null,"license_id":null,"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":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411098419.pdf","grobid_xml":"https://content.openalex.org/works/W4411098419.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2897722020","https://openalex.org/W2966284335","https://openalex.org/W2970561829","https://openalex.org/W2975495759","https://openalex.org/W2980591679","https://openalex.org/W3018651684","https://openalex.org/W3092372158","https://openalex.org/W3096780286","https://openalex.org/W3097217077","https://openalex.org/W3119999505","https://openalex.org/W3158827491","https://openalex.org/W3164008977","https://openalex.org/W3172817298","https://openalex.org/W3203077007","https://openalex.org/W4213322193","https://openalex.org/W4226108798","https://openalex.org/W4280523200","https://openalex.org/W4317715932","https://openalex.org/W4320525814","https://openalex.org/W4322775968","https://openalex.org/W4366603285","https://openalex.org/W4387711468","https://openalex.org/W4388595340","https://openalex.org/W6887867006"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2068608913","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Cotton":[0],"is":[1,37],"amongst":[2],"the":[3,25,32,44,85,141,155,160,168,187],"most":[4],"important":[5],"crops":[6],"and":[7,9,23,47,62,76,89,100,120,131,150,179],"diseases":[8,61,158],"pests":[10,63],"have":[11,18],"large":[12,19],"impacts":[13,20],"on":[14,21,64,73],"them,":[15],"hence,":[16],"they":[17],"agriculture":[22],"therefore":[24],"global":[26],"economy.It":[27],"has":[28],"been":[29],"established":[30],"that":[31,184],"identification":[33],"of":[34,78,87,111,114,118,124,140,143,157,162],"these":[35],"challenges":[36],"crucial":[38],"in":[39,97,129,147,159],"a":[40,54,109],"bid":[41],"to":[42,153],"maintain":[43],"crop's":[45],"health":[46],"boost":[48],"yields.The":[49],"study":[50],"proposes":[51],"NASBiT":[52,83],"as":[53],"novel":[55],"hybrid":[56,145],"model":[57],"for":[58,170,173],"accurately":[59],"indetifying":[60],"cotton":[65,163],"leaves.NASNet-Mobile":[66],"combined":[67],"with":[68],"Big":[69,90],"Transfer":[70,91],"(BiT-M-R50x1)":[71],"focuses":[72],"pattern":[74],"recognition":[75],"management":[77],"visual":[79,102],"features,":[80],"which":[81],"makes":[82],"outstanding.Through":[84],"fusion":[86],"NASNet-mobile":[88],"(BiT-M-R50x1),":[92],"NAS-BiT":[93],"demonstrates":[94],"exceptional":[95],"aptitude":[96],"extracting":[98],"patterns":[99],"managing":[101],"features":[103],"adeptly.NASBiT":[104],"exhibits":[105],"noteworthy":[106],"metrics":[107],"including":[108],"precision":[110,132],"100%,":[112],"recall":[113],"99.83%,":[115],"F1":[116],"score":[117],"99.91%,":[119],"an":[121],"accuracy":[122],"rate":[123],"98.98%,":[125],"surpassing":[126],"existing":[127],"models":[128,146],"reliability":[130],"highlighting":[133],"its":[134],"commendable":[135],"performance.Besides,":[136],"it":[137],"enhances":[138],"understanding":[139],"advantages":[142],"using":[144],"agricultural":[148],"environments":[149],"their":[151],"ability":[152],"reshape":[154],"detection":[156],"leaves":[161],"crops.However,":[164],"some":[165],"limitations":[166],"include":[167],"need":[169],"comprehensive":[171],"empirical":[172],"verification":[174],"across":[175],"diverse":[176],"environmental":[177],"conditions,":[178],"research":[180],"into":[181],"additional":[182],"properties":[183],"can":[185],"enhance":[186],"facility's":[188],"performance":[189],"even":[190],"more,":[191],"though":[192],"briefly.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}