{"id":"https://openalex.org/W4317382146","doi":"https://doi.org/10.1109/rivf55975.2022.10013858","title":"Ensemble of Deep Neural Networks for Rice Leaf Disease Classification","display_name":"Ensemble of Deep Neural Networks for Rice Leaf Disease Classification","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4317382146","doi":"https://doi.org/10.1109/rivf55975.2022.10013858"},"language":"en","primary_location":{"id":"doi:10.1109/rivf55975.2022.10013858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf55975.2022.10013858","pdf_url":null,"source":{"id":"https://openalex.org/S4363608274","display_name":"2022 RIVF International Conference on Computing and Communication Technologies (RIVF)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 RIVF International Conference on Computing and Communication Technologies (RIVF)","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/A5075797281","display_name":"Son Ho-Van","orcid":"https://orcid.org/0000-0001-7276-0517"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]},{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]}],"countries":["PK","VN"],"is_corresponding":true,"raw_author_name":"Son Van Ho","raw_affiliation_strings":["University of Science, VNU-HCM,Faculty of Information Technology","Faculty of Information Technology, University of Science, VNU-HCM","Viet Nam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science, VNU-HCM,Faculty of Information Technology","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Science, VNU-HCM","institution_ids":["https://openalex.org/I23582244","https://openalex.org/I1323252656"]},{"raw_affiliation_string":"Viet Nam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092076501","display_name":"Gia-Huy Vuong","orcid":"https://orcid.org/0000-0003-0884-5019"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["PK","VN"],"is_corresponding":false,"raw_author_name":"Huy Gia Vuong","raw_affiliation_strings":["University of Science, VNU-HCM,Faculty of Information Technology","Viet Nam National University, Ho Chi Minh City, Vietnam","Faculty of Information Technology, University of Science, VNU-HCM"],"affiliations":[{"raw_affiliation_string":"University of Science, VNU-HCM,Faculty of Information Technology","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Viet Nam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Science, VNU-HCM","institution_ids":["https://openalex.org/I23582244","https://openalex.org/I1323252656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074761112","display_name":"Binh Quang Nguyen","orcid":"https://orcid.org/0000-0002-9059-5866"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["PK","VN"],"is_corresponding":false,"raw_author_name":"Binh Quang Nguyen","raw_affiliation_strings":["University of Science, VNU-HCM,Faculty of Information Technology","Viet Nam National University, Ho Chi Minh City, Vietnam","Faculty of Information Technology, University of Science, VNU-HCM"],"affiliations":[{"raw_affiliation_string":"University of Science, VNU-HCM,Faculty of Information Technology","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Viet Nam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Science, VNU-HCM","institution_ids":["https://openalex.org/I23582244","https://openalex.org/I1323252656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025256654","display_name":"Quoc-Huy Trinh","orcid":"https://orcid.org/0000-0002-7205-3211"},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["PK","VN"],"is_corresponding":false,"raw_author_name":"Quoc-Huy Trinh","raw_affiliation_strings":["University of Science, VNU-HCM,Faculty of Information Technology","Viet Nam National University, Ho Chi Minh City, Vietnam","Faculty of Information Technology, University of Science, VNU-HCM"],"affiliations":[{"raw_affiliation_string":"University of Science, VNU-HCM,Faculty of Information Technology","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Viet Nam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Science, VNU-HCM","institution_ids":["https://openalex.org/I23582244","https://openalex.org/I1323252656"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053495766","display_name":"Minh\u2013Triet Tran","orcid":"https://orcid.org/0000-0003-3046-3041"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["PK","VN"],"is_corresponding":false,"raw_author_name":"Minh-Triet Tran","raw_affiliation_strings":["University of Science, VNU-HCM,Faculty of Information Technology","Faculty of Information Technology, University of Science, VNU-HCM","Viet Nam National University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science, VNU-HCM,Faculty of Information Technology","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Science, VNU-HCM","institution_ids":["https://openalex.org/I23582244","https://openalex.org/I1323252656"]},{"raw_affiliation_string":"Viet Nam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075797281"],"corresponding_institution_ids":["https://openalex.org/I123565023","https://openalex.org/I1323252656","https://openalex.org/I23582244"],"apc_list":null,"apc_paid":null,"fwci":1.8011,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85928786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"238","last_page":"243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9997000098228455,"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":0.9997000098228455,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9674999713897705,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9465000033378601,"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":0.719698429107666},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7100323438644409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6757979989051819},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.665691614151001},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5843311548233032},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5650296807289124},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5386253595352173},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.5268135070800781},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5035502314567566},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.43513861298561096},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34882211685180664}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.719698429107666},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7100323438644409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6757979989051819},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.665691614151001},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5843311548233032},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5650296807289124},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5386253595352173},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.5268135070800781},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5035502314567566},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.43513861298561096},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34882211685180664},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rivf55975.2022.10013858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf55975.2022.10013858","pdf_url":null,"source":{"id":"https://openalex.org/S4363608274","display_name":"2022 RIVF International Conference on Computing and Communication Technologies (RIVF)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 RIVF International Conference on Computing and Communication Technologies (RIVF)","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/W1686810756","https://openalex.org/W2021430127","https://openalex.org/W2301363727","https://openalex.org/W2361749505","https://openalex.org/W2786512734","https://openalex.org/W3015862911","https://openalex.org/W4243400257","https://openalex.org/W6687483927","https://openalex.org/W6694096007","https://openalex.org/W6725739302","https://openalex.org/W6737664043","https://openalex.org/W6740956592","https://openalex.org/W6757264885","https://openalex.org/W6762718338","https://openalex.org/W6791243226","https://openalex.org/W6946621095"],"related_works":["https://openalex.org/W4380075502","https://openalex.org/W4223943233","https://openalex.org/W4312200629","https://openalex.org/W4360585206","https://openalex.org/W4364306694","https://openalex.org/W4380086463","https://openalex.org/W2810053714","https://openalex.org/W3136979370","https://openalex.org/W2791691546","https://openalex.org/W2915754718"],"abstract_inverted_index":{"Rapid":[0],"disease":[1,17,78],"identification":[2],"is":[3,19,27,87],"critical":[4],"for":[5,102,124],"prompt":[6],"treatment":[7],"and":[8,30,63,93,126],"reduces":[9],"crop":[10],"losses.":[11],"However,":[12],"in":[13,33,47,71,111],"developing":[14,28],"countries,":[15],"rice":[16,76],"diagnosis":[18],"still":[20],"mainly":[21],"performed":[22],"manually.":[23],"Currently,":[24],"deep":[25,45],"learning":[26,46],"significantly":[29],"its":[31],"applications":[32],"agriculture":[34,125],"are":[35],"undeniable.":[36],"So":[37],"we":[38,49],"decide":[39],"to":[40,74,129],"propose":[41],"a":[42,67],"method":[43],"using":[44],"which":[48],"ensemble":[50],"CNN":[51,91],"models":[52],"based":[53],"on":[54],"the":[55,90,116,130],"combination":[56,86],"of":[57,100,118,121],"two":[58],"neural":[59],"network":[60],"architectures":[61],"ResNet":[62],"DenseNet.":[64],"We":[65,105],"get":[66],"high":[68],"accuracy":[69],"result":[70],"our":[72,85,108],"experiments":[73],"classify":[75],"leaf":[77],"images.":[79],"The":[80],"experimental":[81],"results":[82,110],"show":[83],"that":[84,107],"compatible":[88],"with":[89],"model":[92],"gets":[94],"an":[95],"average":[96],"test":[97],"F1":[98],"score":[99],"0.96":[101],"10":[103],"trials.":[104],"believe":[106],"initial":[109],"this":[112],"project":[113],"can":[114],"demonstrate":[115],"possibility":[117],"wide":[119],"application":[120],"artificial":[122],"intelligence":[123],"contribute":[127],"efficiently":[128],"economy.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}
