{"id":"https://openalex.org/W3119322650","doi":"https://doi.org/10.1088/1742-6596/1722/1/012013","title":"Classification of rice leaf diseases using artificial neural network","display_name":"Classification of rice leaf diseases using artificial neural network","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3119322650","doi":"https://doi.org/10.1088/1742-6596/1722/1/012013","mag":"3119322650"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/1722/1/012013","doi":"https://doi.org/10.1088/1742-6596/1722/1/012013","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1722/1/012013","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1722/1/012013/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1722/1/012013/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044093304","display_name":"P A Gunawan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I126826664","display_name":"Udayana University","ror":"https://ror.org/035qsg823","country_code":"ID","type":"education","lineage":["https://openalex.org/I126826664"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"P A Gunawan","raw_affiliation_strings":["Department of Mathematics\u2013Udayana University, Kampus Bukit Jimbaran, Bali 80361, ID"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics\u2013Udayana University, Kampus Bukit Jimbaran, Bali 80361, ID","institution_ids":["https://openalex.org/I126826664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043579442","display_name":"I PUTU EKA NILA KENCANA","orcid":"https://orcid.org/0000-0003-1935-0142","observed_orcids":["https://orcid.org/0000-0003-1935-0142"]},"institutions":[{"id":"https://openalex.org/I126826664","display_name":"Udayana University","ror":"https://ror.org/035qsg823","country_code":"ID","type":"education","lineage":["https://openalex.org/I126826664"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"E N Kencana","raw_affiliation_strings":["Center of Tourim Excellency, Udayana University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Tourim Excellency, Udayana University","institution_ids":["https://openalex.org/I126826664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033607388","display_name":"Karima Sari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I126826664","display_name":"Udayana University","ror":"https://ror.org/035qsg823","country_code":"ID","type":"education","lineage":["https://openalex.org/I126826664"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"K Sari","raw_affiliation_strings":["Department of Mathematics\u2013Udayana University, Kampus Bukit Jimbaran, Bali 80361, ID"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics\u2013Udayana University, Kampus Bukit Jimbaran, Bali 80361, ID","institution_ids":["https://openalex.org/I126826664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126826664"],"apc_list":null,"apc_paid":null,"fwci":5.2671,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95933404,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"1722","issue":"1","first_page":"012013","last_page":"012013"},"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/T10036","display_name":"Advanced Neural Network Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rice-leaf-disease","display_name":"rice leaf disease","score":0.8870000243186951},{"id":"https://openalex.org/keywords/brown-spot","display_name":"brown spot","score":0.8320000171661377},{"id":"https://openalex.org/keywords/leaf-smut","display_name":"leaf smut","score":0.9789999723434448},{"id":"https://openalex.org/keywords/disease-classification","display_name":"disease classification","score":0.7120000123977661},{"id":"https://openalex.org/keywords/neural-network-architecture","display_name":"neural network architecture","score":0.8849999904632568},{"id":"https://openalex.org/keywords/plant-disease-detection","display_name":"plant disease detection","score":0.4410000145435333}],"concepts":[{"id":"https://openalex.org/C2992726227","wikidata":"https://www.wikidata.org/wiki/Q5090","display_name":"Rice plant","level":2,"score":0.6164019703865051},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5496597290039062},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5457874536514282},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5157244801521301},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.4434829652309418},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.4388575255870819},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.4309404492378235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4057117700576782},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37553560733795166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34624379873275757},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3444729447364807},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3166579008102417},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12840339541435242},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10660627484321594},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/1722/1/012013","doi":"https://doi.org/10.1088/1742-6596/1722/1/012013","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1722/1/012013","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1722/1/012013/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/1722/1/012013","doi":"https://doi.org/10.1088/1742-6596/1722/1/012013","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1722/1/012013","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1722/1/012013/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.958299994468689,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3119322650.pdf","grobid_xml":"https://content.openalex.org/works/W3119322650.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2112062620","https://openalex.org/W2494384153","https://openalex.org/W2736026939","https://openalex.org/W4301381140"],"related_works":["https://openalex.org/W4391444221","https://openalex.org/W2152604820","https://openalex.org/W3204052351","https://openalex.org/W4386092825","https://openalex.org/W4379011738","https://openalex.org/W4415700862","https://openalex.org/W4285130594","https://openalex.org/W3141818885","https://openalex.org/W4322487198","https://openalex.org/W4312869614"],"abstract_inverted_index":{"Abstract":[0],"Rice":[1],"is":[2,16,24,59,123],"one":[3,21,136,141],"of":[4,13,22,29,56,83,95,111],"the":[5,33,42,62,90,115,121,124,130,144],"important":[6],"food":[7],"crops":[8,34],"for":[9],"humans.":[10],"The":[11,27,54,109],"yield":[12],"this":[14,57,112],"crop":[15],"affected":[17],"by":[18,37],"several":[19],"factors,":[20],"them":[23],"climate":[25,30],"change.":[26],"irregularities":[28],"can":[31],"cause":[32],"were":[35,103],"infected":[36],"various":[38],"diseases.":[39,108],"By":[40],"knowing":[41],"diseases":[43,76,84,122],"through":[44],"its":[45],"unusual":[46],"characteristics,":[47],"fast":[48],"remedial":[49],"actions":[50],"could":[51],"be":[52],"expected.":[53],"purpose":[55],"essay":[58],"to":[60,105,119],"find":[61],"best":[63,116],"artificial":[64],"neural":[65],"network":[66],"(ANN)":[67],"architecture":[68,118,125,148],"in":[69,129,135,143],"classifying":[70],"brown":[71],"spot":[72],"and":[73,101,140],"leaf":[74,91,97],"smut":[75],"on":[77,89],"rice":[78,86,96],"crops,":[79],"two":[80],"common":[81],"types":[82],"attack":[85],"plant,":[87],"based":[88],"images.":[92],"Two":[93],"features":[94],"images":[98],"i.e.":[99],"shape":[100],"color":[102],"extracted":[104],"classify":[106,120],"both":[107],"result":[110],"research":[113],"demonstrated":[114],"ANN":[117],"with":[126],"4":[127],"neurons":[128,134],"input":[131],"layer,":[132,139],"5":[133],"single":[137],"hidden":[138],"neuron":[142],"output":[145],"layer.":[146],"This":[147],"has":[149],"accuracy":[150],"as":[151,153],"much":[152],"66.3":[154],"percent.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-01-18T00:00:00"}
