{"id":"https://openalex.org/W4385196142","doi":"https://doi.org/10.1007/978-981-99-3315-0_51","title":"Smart Farming Monitoring Using ML and MLOps","display_name":"Smart Farming Monitoring Using ML and MLOps","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385196142","doi":"https://doi.org/10.1007/978-981-99-3315-0_51"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-3315-0_51","doi":"https://doi.org/10.1007/978-981-99-3315-0_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-3315-0_51","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4385196156","display_name":"International Conference on Innovative Computing and Communications"},"type":"conference-paper","is_traditional":true,"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/A5013570231","display_name":"Yaganteeswarudu Akkem","orcid":"https://orcid.org/0000-0002-5637-7064","observed_orcids":["https://orcid.org/0000-0002-5637-7064"]},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Yaganteeswarudu Akkem","raw_affiliation_strings":["National Institute of Technology Silchar, Cachar, Assam, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Silchar, Cachar, Assam, India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103019545","display_name":"Saroj Kr. Biswas","orcid":"https://orcid.org/0009-0004-4819-8623","observed_orcids":["https://orcid.org/0009-0004-4819-8623"]},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saroj Kumar Biswas","raw_affiliation_strings":["National Institute of Technology Silchar, Cachar, Assam, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Silchar, Cachar, Assam, India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"last","author":{"id":null,"display_name":"Aruna Varanasi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aruna Varanasi","raw_affiliation_strings":["SNIST, Yamnampet, Ghatkesar, Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SNIST, Yamnampet, Ghatkesar, Hyderabad, Telangana, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5013570231"],"corresponding_institution_ids":["https://openalex.org/I151903974"],"apc_list":null,"apc_paid":null,"fwci":17.4734,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.99563996,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"665","last_page":"675"},"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/T13038","display_name":"Internet of Things and AI","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/smart-agriculture","display_name":"smart agriculture","score":0.9990000128746033},{"id":"https://openalex.org/keywords/mlops","display_name":"MLOps","score":0.8989999890327454},{"id":"https://openalex.org/keywords/crop-yield-prediction","display_name":"crop yield prediction","score":0.8840000033378601},{"id":"https://openalex.org/keywords/soil-fertility-evaluation","display_name":"soil fertility assessment","score":0.9950000047683716},{"id":"https://openalex.org/keywords/crop-recommendation","display_name":"crop recommendation","score":0.9900000095367432},{"id":"https://openalex.org/keywords/water-management","display_name":"water management","score":0.8220000267028809},{"id":"https://openalex.org/keywords/model-drift","display_name":"model drift","score":0.765999972820282},{"id":"https://openalex.org/keywords/production-deployment","display_name":"production deployment","score":0.47099998593330383}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.7453192472457886},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5571547746658325},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.5057637691497803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4860104024410248},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.36417317390441895},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.330705463886261},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0909641683101654},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-3315-0_51","doi":"https://doi.org/10.1007/978-981-99-3315-0_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-3315-0_51","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.875,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2803364338","https://openalex.org/W2919015746","https://openalex.org/W2948447697","https://openalex.org/W2966681365","https://openalex.org/W2973431684","https://openalex.org/W3006036236","https://openalex.org/W3042167738","https://openalex.org/W3044003562","https://openalex.org/W3090970177","https://openalex.org/W3134317408","https://openalex.org/W3134670202","https://openalex.org/W3165313819","https://openalex.org/W3173148850","https://openalex.org/W3203993388","https://openalex.org/W4220652193","https://openalex.org/W4223889142","https://openalex.org/W4223891748","https://openalex.org/W4285306261","https://openalex.org/W4318476511"],"related_works":["https://openalex.org/W4394833884","https://openalex.org/W7165205944","https://openalex.org/W4393107260","https://openalex.org/W4308750008","https://openalex.org/W4402079873","https://openalex.org/W4390549990","https://openalex.org/W3195304061","https://openalex.org/W4405936906","https://openalex.org/W7117659936","https://openalex.org/W7116941421"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-07-25T00:00:00"}
