{"id":"https://openalex.org/W4401522469","doi":"https://doi.org/10.1007/978-981-97-5934-7_20","title":"Federated Learning for\u00a0Predicting Irrigation Requirements in\u00a0Multi-farm Irrigation Scheduling Systems","display_name":"Federated Learning for\u00a0Predicting Irrigation Requirements in\u00a0Multi-farm Irrigation Scheduling Systems","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401522469","doi":"https://doi.org/10.1007/978-981-97-5934-7_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-5934-7_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5934-7_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05180518/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013091244","display_name":"Dalhatu Muhammed","orcid":"https://orcid.org/0009-0008-3515-4671"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Dalhatu Muhammed","raw_affiliation_strings":["Institut Sup\u00e9rieur d\u2019Electronique de Paris (ISEP), Paris, France","ISEP - Institut Sup\u00e9rieur d'Electronique de Paris (28 Rue Notre Dame des Champs 75006 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Sup\u00e9rieur d\u2019Electronique de Paris (ISEP), Paris, France","institution_ids":["https://openalex.org/I122941322"]},{"raw_affiliation_string":"ISEP - Institut Sup\u00e9rieur d'Electronique de Paris (28 Rue Notre Dame des Champs 75006 Paris - France)","institution_ids":["https://openalex.org/I122941322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067606332","display_name":"Ehsan Ahvar","orcid":"https://orcid.org/0000-0001-7366-8288"},"institutions":[{"id":"https://openalex.org/I4210149358","display_name":"Nokia (France)","ror":"https://ror.org/04kwfkk85","country_code":"FR","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210149358"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ehsan Ahvar","raw_affiliation_strings":["Nokia, Massy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nokia, Massy, France","institution_ids":["https://openalex.org/I4210149358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052944168","display_name":"Shohreh Ahvar","orcid":"https://orcid.org/0000-0001-9615-0510"},"institutions":[{"id":"https://openalex.org/I4210149358","display_name":"Nokia (France)","ror":"https://ror.org/04kwfkk85","country_code":"FR","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210149358"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Shohreh Ahvar","raw_affiliation_strings":["Nokia, Massy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nokia, Massy, France","institution_ids":["https://openalex.org/I4210149358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083440927","display_name":"Maria Trocan","orcid":"https://orcid.org/0000-0001-6241-0126"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maria Trocan","raw_affiliation_strings":["Institut Sup\u00e9rieur d\u2019Electronique de Paris (ISEP), Paris, France","ISEP - Institut Sup\u00e9rieur d'Electronique de Paris (28 Rue Notre Dame des Champs 75006 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Sup\u00e9rieur d\u2019Electronique de Paris (ISEP), Paris, France","institution_ids":["https://openalex.org/I122941322"]},{"raw_affiliation_string":"ISEP - Institut Sup\u00e9rieur d'Electronique de Paris (28 Rue Notre Dame des Champs 75006 Paris - France)","institution_ids":["https://openalex.org/I122941322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056671901","display_name":"Mahnaz Sinaie","orcid":"https://orcid.org/0000-0002-5792-148X"},"institutions":[{"id":"https://openalex.org/I2738502077","display_name":"Nokia (Finland)","ror":"https://ror.org/04pkc8m17","country_code":"FI","type":"company","lineage":["https://openalex.org/I2738502077"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mahnaz Sinaie","raw_affiliation_strings":["Nokia, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nokia, Espoo, Finland","institution_ids":["https://openalex.org/I2738502077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056337018","display_name":"Reza Ehsani","orcid":"https://orcid.org/0000-0002-6498-9079"},"institutions":[{"id":"https://openalex.org/I156087764","display_name":"University of California, Merced","ror":"https://ror.org/00d9ah105","country_code":"US","type":"education","lineage":["https://openalex.org/I156087764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reza Ehsani","raw_affiliation_strings":["University of California, Merced, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Merced, CA, USA","institution_ids":["https://openalex.org/I156087764"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5013091244"],"corresponding_institution_ids":["https://openalex.org/I122941322"],"apc_list":null,"apc_paid":null,"fwci":2.1831,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88403945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.972100019454956,"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"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.972100019454956,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9711999893188477,"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"}},{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6956470608711243},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.6721972227096558},{"id":"https://openalex.org/keywords/irrigation-scheduling","display_name":"Irrigation scheduling","score":0.5624222159385681},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5282009243965149},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.34688907861709595},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.3440561592578888},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.17674016952514648},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09554451704025269},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.08786317706108093},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.05900248885154724}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6956470608711243},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.6721972227096558},{"id":"https://openalex.org/C2777589951","wikidata":"https://www.wikidata.org/wiki/Q6073845","display_name":"Irrigation scheduling","level":3,"score":0.5624222159385681},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5282009243965149},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.34688907861709595},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3440561592578888},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.17674016952514648},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09554451704025269},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.08786317706108093},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.05900248885154724},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-981-97-5934-7_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5934-7_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05180518v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05180518","pdf_url":"https://hal.science/hal-05180518/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACIIDS'2024, Apr 2024, Ras Al Khaimah, United Arab Emirates. pp.236-245, &#x27E8;10.1007/978-981-97-5934-7_20&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05180518v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05180518","pdf_url":"https://hal.science/hal-05180518/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACIIDS'2024, Apr 2024, Ras Al Khaimah, United Arab Emirates. pp.236-245, &#x27E8;10.1007/978-981-97-5934-7_20&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401522469.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W3115997015","https://openalex.org/W3153564410","https://openalex.org/W3211629141","https://openalex.org/W4200181309","https://openalex.org/W4225363601","https://openalex.org/W4292604916","https://openalex.org/W4302018437","https://openalex.org/W4312439382","https://openalex.org/W4315694906","https://openalex.org/W4319163920","https://openalex.org/W4323835317","https://openalex.org/W4324057552","https://openalex.org/W4366239906","https://openalex.org/W4377097729","https://openalex.org/W4377293783","https://openalex.org/W4382468238","https://openalex.org/W4386432057","https://openalex.org/W4386601382","https://openalex.org/W4388408835"],"related_works":["https://openalex.org/W3137023317","https://openalex.org/W2344470585","https://openalex.org/W2370315413","https://openalex.org/W4230647136","https://openalex.org/W2907727737","https://openalex.org/W2324646006","https://openalex.org/W2890436230","https://openalex.org/W3127674161","https://openalex.org/W1964035568","https://openalex.org/W2465080911"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
