{"id":"https://openalex.org/W4388950946","doi":"https://doi.org/10.1109/icccnt56998.2023.10307378","title":"Boosting Crop Yield and Quality: Deep Learning-Based Multi-Classification of Wheat Eye Spot Disease","display_name":"Boosting Crop Yield and Quality: Deep Learning-Based Multi-Classification of Wheat Eye Spot Disease","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388950946","doi":"https://doi.org/10.1109/icccnt56998.2023.10307378"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt56998.2023.10307378","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th 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/A5030440901","display_name":"Aaryan Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aaryan Sharma","raw_affiliation_strings":["Chitkara University,Chitkara University Institute of Engineering and Technology,Punjab,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University,Chitkara University Institute of Engineering and Technology,Punjab,India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024601547","display_name":"Deepak Kumar","orcid":"https://orcid.org/0000-0002-6282-8925"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak Kumar","raw_affiliation_strings":["Chitkara University,Chitkara University Institute of Engineering and Technology,Punjab,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University,Chitkara University Institute of Engineering and Technology,Punjab,India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024147005","display_name":"Vinay Kukreja","orcid":"https://orcid.org/0000-0002-9760-0824"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinay Kukreja","raw_affiliation_strings":["Chitkara University,Chitkara University Institute of Engineering and Technology,Punjab,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University,Chitkara University Institute of Engineering and Technology,Punjab,India","institution_ids":["https://openalex.org/I74319210"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06838782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9972000122070312,"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":0.9972000122070312,"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/T12660","display_name":"Plant Disease Management Techniques","score":0.9646999835968018,"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":0.9628000259399414,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.695749819278717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6753222942352295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6737579107284546},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5782560706138611},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5431822538375854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49785399436950684},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.48981449007987976},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.42303526401519775},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.396575391292572},{"id":"https://openalex.org/keywords/biotechnology","display_name":"Biotechnology","score":0.10283935070037842}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.695749819278717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6753222942352295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6737579107284546},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5782560706138611},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5431822538375854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49785399436950684},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.48981449007987976},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.42303526401519775},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.396575391292572},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.10283935070037842},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt56998.2023.10307378","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt56998.2023.10307378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2758216428","https://openalex.org/W2794103879","https://openalex.org/W3174396058","https://openalex.org/W3184606750","https://openalex.org/W3197121801","https://openalex.org/W3215484246","https://openalex.org/W4206921311","https://openalex.org/W4229049869","https://openalex.org/W4286509619","https://openalex.org/W4309919941","https://openalex.org/W4310011660","https://openalex.org/W4323318616","https://openalex.org/W4324257920"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W4290997076","https://openalex.org/W3182063123"],"abstract_inverted_index":{"Wheat":[0],"eye":[1,31,58,94,139],"spot":[2,32,59,95,140],"disease":[3,41,60,96,116],"threatens":[4],"global":[5],"agricultural":[6,109],"productivity":[7],"and":[8,22,46,71,80,86,108,114,128],"food":[9],"security.":[10],"This":[11],"study":[12],"offers":[13],"deep":[14],"learning":[15],"(DL)":[16],"hybrid":[17,76],"convolutional":[18],"neural":[19,24],"network":[20,25],"(CNN)":[21],"recurrent":[23],"(RNN)":[26],"model":[27,72,77,120,136],"for":[28],"multi-classifying":[29],"wheat":[30,54,93,138],"illness":[33,141],"based":[34],"on":[35],"five":[36],"intensity":[37,42,97,143],"levels.":[38],"Accurately":[39],"classifying":[40],"allows":[43],"prompt":[44],"treatments":[45],"reduces":[47],"crop":[48],"losses.":[49],"A":[50],"self-collected":[51],"dataset":[52,67],"of":[53],"photos":[55],"with":[56,98],"varied":[57],"intensities":[61],"taught":[62],"the":[63,66,134],"classifier.":[64],"Pre-processing":[65],"improved":[68],"image":[69],"quality":[70],"compatibility.":[73],"The":[74,89,103,119,130],"DL":[75],"captures":[78],"spatial":[79],"temporal":[81],"data":[82],"relationships":[83],"using":[84],"CNN":[85],"RNN":[87],"architectures.":[88],"suggested":[90],"approach":[91],"classifies":[92,137],"95.47%":[99],"accuracy":[100,105,127],"in":[101,126],"experiments.":[102],"model's":[104],"helps":[106],"farmers":[107],"specialists":[110],"make":[111],"educated":[112],"decisions":[113],"implement":[115],"management":[117],"methods.":[118],"also":[121],"exceeds":[122],"other":[123],"state-of-the-art":[124],"models":[125],"performance.":[129],"comparison":[131],"shows":[132],"that":[133],"developed":[135],"across":[142],"levels":[144],"better.":[145]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
