{"id":"https://openalex.org/W7130644036","doi":"https://doi.org/10.1007/978-3-032-15134-6_18","title":"Real-Time Plant Disease Classification Using EfficientNetB3: A Deep Learning Approach for Agricultural Productivity","display_name":"Real-Time Plant Disease Classification Using EfficientNetB3: A Deep Learning Approach for Agricultural Productivity","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7130644036","doi":"https://doi.org/10.1007/978-3-032-15134-6_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-15134-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15134-6_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5126524596","display_name":"Ch. Janakamma","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ch. Janakamma","raw_affiliation_strings":["Department of CSE, Sreyas Institute of Engineering and Technology, Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Sreyas Institute of Engineering and Technology, Hyderabad, Telangana, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014062526","display_name":"Shiramshetty Gouthami","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shiramshetty Gouthami","raw_affiliation_strings":["Department of CSE, Jayamukhi Institute of Technological Sciences, Warangal, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Jayamukhi Institute of Technological Sciences, Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053630408","display_name":"Jose Mary Golamari","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jose Mary Golamari","raw_affiliation_strings":["Department of CSE, Jayamukhi Institute of Technological Sciences, Warangal, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Jayamukhi Institute of Technological Sciences, Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126525585","display_name":"G. Ramkrishna Reddy","orcid":null},"institutions":[{"id":"https://openalex.org/I10874241","display_name":"Jawaharlal Nehru Technological University, Hyderabad","ror":"https://ror.org/002tchr49","country_code":"IN","type":"education","lineage":["https://openalex.org/I10874241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Ramkrishna Reddy","raw_affiliation_strings":["Department of CSE(DS), Jayamukhi Institute of Technological Sciences, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE(DS), Jayamukhi Institute of Technological Sciences, Hyderabad, India","institution_ids":["https://openalex.org/I10874241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126525909","display_name":"V. Thirupathi","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Thirupathi","raw_affiliation_strings":["School of CS&AI, SR University, Warangal, Warangal, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of CS&AI, SR University, Warangal, Warangal, Telangana, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126460731","display_name":"D. Siva Raja Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I3131578490","display_name":"English and Foreign Languages University","ror":"https://ror.org/04mzg6j57","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131578490"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Siva Raja Kumar","raw_affiliation_strings":["Department of CSE(AI&ML), CMR Engineering College, Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE(AI&ML), CMR Engineering College, Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I3131578490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5126524596"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27875137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"256","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9824000000953674,"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":0.9824000000953674,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.002199999988079071,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.0010999999940395355,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7384999990463257},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6266000270843506},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6211000084877014},{"id":"https://openalex.org/keywords/confusion-matrix","display_name":"Confusion matrix","score":0.5400999784469604},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.5374000072479248},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.489300012588501},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4377000033855438},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4092000126838684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8039000034332275},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7384999990463257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7303000092506409},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6266000270843506},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6229000091552734},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6211000084877014},{"id":"https://openalex.org/C138602881","wikidata":"https://www.wikidata.org/wiki/Q2709591","display_name":"Confusion matrix","level":2,"score":0.5400999784469604},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.5374000072479248},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.489300012588501},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4377000033855438},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4092000126838684},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.38609999418258667},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.37119999527931213},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3456999957561493},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.3345000147819519},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.33180001378059387},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.3246000111103058},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.2542000114917755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-15134-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15134-6_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6356964707374573,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2618530766","https://openalex.org/W2910121883","https://openalex.org/W2944599236","https://openalex.org/W3086386716","https://openalex.org/W3116582369","https://openalex.org/W3210085046","https://openalex.org/W4303579256","https://openalex.org/W4313433093","https://openalex.org/W4367680609","https://openalex.org/W4379051837","https://openalex.org/W4382202323","https://openalex.org/W4384558173","https://openalex.org/W4385349737","https://openalex.org/W4387706558","https://openalex.org/W4389145409","https://openalex.org/W4391809474","https://openalex.org/W4394597136","https://openalex.org/W4402661171","https://openalex.org/W4405304148","https://openalex.org/W4405709433","https://openalex.org/W4406263853"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2026-02-20T00:00:00"}