{"id":"https://openalex.org/W4390071611","doi":"https://doi.org/10.1109/idaacs58523.2023.10348713","title":"Enhancing Explainability in Plant Disease Classification using Score-CAM: Improving Early Diagnosis for Agricultural Productivity","display_name":"Enhancing Explainability in Plant Disease Classification using Score-CAM: Improving Early Diagnosis for Agricultural Productivity","publication_year":2023,"publication_date":"2023-09-07","ids":{"openalex":"https://openalex.org/W4390071611","doi":"https://doi.org/10.1109/idaacs58523.2023.10348713"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs58523.2023.10348713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs58523.2023.10348713","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","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/A5061155450","display_name":"Ramazan Kursun","orcid":"https://orcid.org/0000-0002-6729-1055"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ramazan Kursun","raw_affiliation_strings":["Guneysinir Vocational School, Selcuk University,Konya,T&#x00DC;RK&#x0130;YE"],"raw_orcid":"https://orcid.org/0000-0002-6729-1055","affiliations":[{"raw_affiliation_string":"Guneysinir Vocational School, Selcuk University,Konya,T&#x00DC;RK&#x0130;YE","institution_ids":["https://openalex.org/I137996928"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012042437","display_name":"Murat K\u00f6kl\u00fc","orcid":"https://orcid.org/0000-0002-2737-2360"},"institutions":[{"id":"https://openalex.org/I137996928","display_name":"Sel\u00e7uk University","ror":"https://ror.org/045hgzm75","country_code":"TR","type":"education","lineage":["https://openalex.org/I137996928"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat Koklu","raw_affiliation_strings":["Selcuk University,Department of Computer Engineering,Konya,T&#x00DC;RK&#x0130;YE"],"raw_orcid":"https://orcid.org/0000-0002-2737-2360","affiliations":[{"raw_affiliation_string":"Selcuk University,Department of Computer Engineering,Konya,T&#x00DC;RK&#x0130;YE","institution_ids":["https://openalex.org/I137996928"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137996928"],"apc_list":null,"apc_paid":null,"fwci":2.5269,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90171392,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"759","last_page":"764"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9380999803543091,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9032999873161316,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6894540786743164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6192819476127625},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.598109781742096},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.5926230549812317},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.5699949860572815},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5654250383377075},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5155046582221985},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4884018301963806},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21993494033813477},{"id":"https://openalex.org/keywords/biotechnology","display_name":"Biotechnology","score":0.1363992691040039},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11857929825782776},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06852760910987854}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6894540786743164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6192819476127625},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.598109781742096},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.5926230549812317},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.5699949860572815},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5654250383377075},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5155046582221985},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4884018301963806},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21993494033813477},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.1363992691040039},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11857929825782776},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06852760910987854},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs58523.2023.10348713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs58523.2023.10348713","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2117793557","https://openalex.org/W2733343268","https://openalex.org/W2887311010","https://openalex.org/W2913442488","https://openalex.org/W2940726923","https://openalex.org/W2949060638","https://openalex.org/W2982381523","https://openalex.org/W2989646980","https://openalex.org/W3005983587","https://openalex.org/W3015562698","https://openalex.org/W3035253074","https://openalex.org/W3037256687","https://openalex.org/W3042795548","https://openalex.org/W3090480873","https://openalex.org/W3091241368","https://openalex.org/W3106505022","https://openalex.org/W3155966371","https://openalex.org/W3160766702","https://openalex.org/W3165311856","https://openalex.org/W3212732040","https://openalex.org/W4226276680","https://openalex.org/W4226313662","https://openalex.org/W4282965387","https://openalex.org/W4283267930","https://openalex.org/W4283797708","https://openalex.org/W4289831746","https://openalex.org/W4309348588","https://openalex.org/W4321242754","https://openalex.org/W4328099899","https://openalex.org/W4367299353","https://openalex.org/W4382048428","https://openalex.org/W6779478644"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2355956201","https://openalex.org/W2611989081","https://openalex.org/W2327874825","https://openalex.org/W2440403839","https://openalex.org/W2386195957","https://openalex.org/W2351852648","https://openalex.org/W2613051533","https://openalex.org/W4380075502","https://openalex.org/W4212797925"],"abstract_inverted_index":{"This":[0,108],"study":[1],"deals":[2],"with":[3],"the":[4,9,20,29,43,47,52,72,76,83,86,102,114],"issue":[5],"of":[6,11,22,46,63,75,85,105,117],"explainability":[7,21,91],"in":[8,101,109],"classification":[10,44,73],"plant":[12,64,106,118],"diseases":[13,119],"by":[14,125],"deep":[15,23,58],"learning":[16,24,59],"methods.":[17],"In":[18,49],"particular,":[19],"models":[25,60],"is":[26,33],"shown":[27],"using":[28],"Score-CAM":[30,32,53],"method.":[31],"a":[34,89],"method":[35,54],"used":[36],"to":[37,57,70,94,112],"identify":[38,79],"important":[39,80],"regions":[40,81],"that":[41],"affect":[42],"decision":[45],"model.":[48],"this":[50],"study,":[51],"was":[55,68],"applied":[56],"analyzing":[61],"images":[62],"leaves,":[65],"and":[66,78,98,122],"it":[67],"provided":[69],"explain":[71],"decisions":[74],"model":[77],"for":[82],"diagnosis":[84,104],"disease.":[87],"As":[88],"result,":[90],"techniques":[92],"help":[93],"achieve":[95],"more":[96],"effective":[97],"accurate":[99],"results":[100],"early":[103],"diseases.":[107],"turn":[110],"helps":[111],"reduce":[113],"negative":[115],"effects":[116],"on":[120],"economic":[121],"food":[123],"security":[124],"increasing":[126],"agricultural":[127],"productivity.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
