{"id":"https://openalex.org/W4313063191","doi":"https://doi.org/10.1063/5.0111988","title":"Detecting the tomato leaf disease using clustering based on fuzzy adaptive turbulence particle swarm optimization","display_name":"Detecting the tomato leaf disease using clustering based on fuzzy adaptive turbulence particle swarm optimization","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4313063191","doi":"https://doi.org/10.1063/5.0111988"},"language":"en","primary_location":{"id":"doi:10.1063/5.0111988","doi":"https://doi.org/10.1063/5.0111988","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0111988","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5009714269","display_name":"Syaiful Anam","orcid":"https://orcid.org/0000-0002-6627-0084","observed_orcids":["https://orcid.org/0000-0002-6627-0084"]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Syaiful Anam","raw_affiliation_strings":["Computer and Data Science Laboratory, Mathematics Department, Brawijaya University, Malang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Data Science Laboratory, Mathematics Department, Brawijaya University, Malang, Indonesia","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070284607","display_name":"Indah Yanti","orcid":"https://orcid.org/0000-0001-9384-2749","observed_orcids":["https://orcid.org/0000-0001-9384-2749"]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Indah Yanti","raw_affiliation_strings":["Computer and Data Science Laboratory, Mathematics Department, Brawijaya University, Malang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Data Science Laboratory, Mathematics Department, Brawijaya University, Malang, Indonesia","institution_ids":["https://openalex.org/I177055848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082225005","display_name":"Zuraidah Fitriah","orcid":"https://orcid.org/0000-0002-0406-0591","observed_orcids":["https://orcid.org/0000-0002-0406-0591"]},"institutions":[{"id":"https://openalex.org/I177055848","display_name":"University of Brawijaya","ror":"https://ror.org/01wk3d929","country_code":"ID","type":"education","lineage":["https://openalex.org/I177055848"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Zuraidah Fitriah","raw_affiliation_strings":["Computer and Data Science Laboratory, Mathematics Department, Brawijaya University, Malang, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Data Science Laboratory, Mathematics Department, Brawijaya University, Malang, Indonesia","institution_ids":["https://openalex.org/I177055848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009714269"],"corresponding_institution_ids":["https://openalex.org/I177055848"],"apc_list":null,"apc_paid":null,"fwci":1.1557,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79334606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2668","issue":null,"first_page":"050008","last_page":"050008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9365000128746033,"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":0.9365000128746033,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.04580000042915344,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.002199999988079071,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tomato-leaf-disease-detection","display_name":"tomato leaf disease detection","score":0.9350000023841858},{"id":"https://openalex.org/keywords/early-blight","display_name":"early blight","score":0.9950000047683716},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.8679999709129333},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.9739999771118164},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.9350000023841858},{"id":"https://openalex.org/keywords/premature-convergence","display_name":"premature convergence","score":0.6579999923706055},{"id":"https://openalex.org/keywords/drone-based-crop-monitoring","display_name":"drone-based crop monitoring","score":0.7279999852180481},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.8309999704360962}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8809260129928589},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6341192722320557},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5274273157119751},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.5262736082077026},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5201692581176758},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.47556227445602417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47518765926361084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.442936509847641},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.43559950590133667},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4272814393043518},{"id":"https://openalex.org/C182076605","wikidata":"https://www.wikidata.org/wiki/Q4273292","display_name":"Blight","level":2,"score":0.42255350947380066},{"id":"https://openalex.org/C58758708","wikidata":"https://www.wikidata.org/wiki/Q7240233","display_name":"Premature convergence","level":3,"score":0.4172234833240509},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3727250397205353},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35430610179901123},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.21647202968597412},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21579211950302124},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.1398128867149353},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/5.0111988","doi":"https://doi.org/10.1063/5.0111988","is_oa":false,"landing_page_url":"https://doi.org/10.1063/5.0111988","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.9208999872207642,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1704135502","https://openalex.org/W1902714657","https://openalex.org/W2170000328","https://openalex.org/W2485307854","https://openalex.org/W2594855295","https://openalex.org/W2757207200","https://openalex.org/W2796047344","https://openalex.org/W2806282050","https://openalex.org/W2808584675","https://openalex.org/W3171993625"],"related_works":["https://openalex.org/W4313423481","https://openalex.org/W4390550716","https://openalex.org/W6912141093","https://openalex.org/W4387315656","https://openalex.org/W4408692224","https://openalex.org/W3042152066","https://openalex.org/W3037868657","https://openalex.org/W2609151886","https://openalex.org/W4400681950","https://openalex.org/W4404905321"],"abstract_inverted_index":{"Early":[0],"blight":[1],"is":[2,43,59,70,92,110,116,163],"one":[3],"of":[4,12,20,34,40,78,96,125,144,149,156,186,215,221],"diseases":[5,42],"that":[6,115,227],"infects":[7],"tomato":[8,24,35,49,52,85,98,105,209,241],"leaves.":[9,25],"The":[10,37,64,107,136,147,212,223],"symptoms":[11],"this":[13,41,75,145,199],"disease":[14,27,87],"are":[15],"characterized":[16],"by":[17],"the":[18,32,48,79,84,93,97,101,123,126,133,153,157,160,168,187,192,204,208,228,235,240],"appearance":[19],"dark":[21],"spots":[22],"on":[23,89,152],"This":[26],"causes":[28],"a":[29,142,231],"decrease":[30],"in":[31,56,73,82,196,238],"production":[33],"plants.":[36],"early":[38],"detection":[39],"very":[44,60],"important":[45,80],"to":[46,190,206],"maintain":[47],"production.":[50],"Monitoring":[51],"leaves":[53],"health":[54],"manually":[55],"large":[57],"area":[58,95],"time-consuming":[61],"and":[62,66,103,119],"inefficient.":[63],"drones":[65],"computer":[67,90],"vision":[68,91],"technology":[69],"an":[71,111,181,218],"alternative":[72],"solving":[74],"problem.":[76,146],"One":[77],"steps":[81],"detecting":[83,239],"leaf":[86,99,210,242],"based":[88],"segmentation":[94,113],"into":[100,132],"healthy":[102],"diseased":[104],"leaf.":[106],"K-means":[108,127],"clustering":[109,128],"image":[112],"method":[114],"simple,":[117],"fast":[118],"works":[120],"unsupervised.":[121],"However,":[122],"solutions":[124],"often":[129],"be":[130],"trapped":[131],"local":[134],"optimum.":[135],"Particle":[137,176],"Swarm":[138,177],"Optimization":[139,178],"(PSO)":[140],"offers":[141,180],"solution":[143],"performance":[148,233],"PSO":[150,169,188,236],"depends":[151],"particle":[154,161],"velocity":[155,162,184],"PSO,":[158],"if":[159],"not":[164],"determined":[165],"precisely":[166],"then":[167],"will":[170],"converge":[171],"prematurely.":[172],"Fuzzy":[173],"Adaptive":[174],"Turbulence":[175],"(FATPSO)":[179],"adaptive":[182],"minimum":[183],"control":[185],"particles":[189],"overcome":[191],"premature":[193],"convergence":[194],"problem":[195],"PSO.":[197],"For":[198],"reason,":[200],"these":[201],"papers":[202],"propose":[203],"FATPSO":[205,216,229],"detect":[207],"disease.":[211,243],"fitness":[213],"function":[214,220],"uses":[217],"objective":[219],"K-means.":[222],"experimental":[224],"results":[225],"show":[226],"has":[230],"better":[232],"than":[234],"algorithm":[237]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-02T10:15:12.560889","created_date":"2023-01-06T00:00:00"}
