{"id":"https://openalex.org/W4416990040","doi":"https://doi.org/10.1007/s42979-025-04534-9","title":"COA Based Adaptive Neuro-Fuzzy Inference System: Machine Learning Approach for Crop Yield Prediction to Promise Agricultural Sustainability","display_name":"COA Based Adaptive Neuro-Fuzzy Inference System: Machine Learning Approach for Crop Yield Prediction to Promise Agricultural Sustainability","publication_year":2025,"publication_date":"2025-12-04","ids":{"openalex":"https://openalex.org/W4416990040","doi":"https://doi.org/10.1007/s42979-025-04534-9"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-025-04534-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-04534-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-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/A5023200935","display_name":"A. Ashwitha","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"A. Ashwitha","raw_affiliation_strings":["School of Computer Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036995406","display_name":"N. N. Srinidhi","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. N. Srinidhi","raw_affiliation_strings":["School of Computer Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045294563","display_name":"E. Naresh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E. Naresh","raw_affiliation_strings":["Department of Computer Science and Engineering, B.M.S. College of Engineering, Bengaluru, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, B.M.S. College of Engineering, Bengaluru, Karnataka, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088497471","display_name":"Guru Prasad M S","orcid":null},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. S. Guruprasad","raw_affiliation_strings":["Dept. of CSE, Graphic Era (Deemed to Be University), Dehradun, India"],"affiliations":[{"raw_affiliation_string":"Dept. of CSE, Graphic Era (Deemed to Be University), Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006421421","display_name":"N. Sreenivasa","orcid":null},"institutions":[{"id":"https://openalex.org/I290407205","display_name":"Meenakshi Academy of Higher Education and Research","ror":"https://ror.org/04jdy5g59","country_code":"IN","type":"education","lineage":["https://openalex.org/I290407205"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. Sreenivasa","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Nitte Meenakshi Institute of Technology, Bengaluru, Karnataka, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Nitte Meenakshi Institute of Technology, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I290407205"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023200935"],"corresponding_institution_ids":["https://openalex.org/I164861460"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":1.9062,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89903321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"6","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.7681000232696533,"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":0.7681000232696533,"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/T11404","display_name":"Irrigation Practices and Water Management","score":0.04190000146627426,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil 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/T11326","display_name":"Stock Market Forecasting Methods","score":0.023800000548362732,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5788999795913696},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.5723999738693237},{"id":"https://openalex.org/keywords/crop-yield","display_name":"Crop yield","score":0.5115000009536743},{"id":"https://openalex.org/keywords/sunflower","display_name":"Sunflower","score":0.43860000371932983},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.3937999904155731},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.37689998745918274}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.663100004196167},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5788999795913696},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.5723999738693237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.513700008392334},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.5115000009536743},{"id":"https://openalex.org/C2779197568","wikidata":"https://www.wikidata.org/wiki/Q423986","display_name":"Sunflower","level":2,"score":0.43860000371932983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39739999175071716},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.3937999904155731},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.37689998745918274},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.34459999203681946},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.3215999901294708},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.28189998865127563},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26260000467300415},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26109999418258667},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.25440001487731934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-025-04534-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-04534-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2547315340","https://openalex.org/W2610459973","https://openalex.org/W2789512809","https://openalex.org/W2790979755","https://openalex.org/W2809195970","https://openalex.org/W2903703585","https://openalex.org/W2905983018","https://openalex.org/W2910729503","https://openalex.org/W3006645913","https://openalex.org/W3020885311","https://openalex.org/W3112881537","https://openalex.org/W3118391463","https://openalex.org/W3122708085","https://openalex.org/W3164419424","https://openalex.org/W3168812786","https://openalex.org/W3184850568","https://openalex.org/W3196867394","https://openalex.org/W4207014040","https://openalex.org/W4210362982","https://openalex.org/W4220804232","https://openalex.org/W4312983443","https://openalex.org/W4386746803","https://openalex.org/W4390874672","https://openalex.org/W4405301470"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-05T23:21:25.405358","created_date":"2025-12-04T00:00:00"}