{"id":"https://openalex.org/W4412965673","doi":"https://doi.org/10.1109/i2mtc62753.2025.11079051","title":"Resilient RuralAI using Hierarchical Federated Learning to Forecast Soil Water Levels","display_name":"Resilient RuralAI using Hierarchical Federated Learning to Forecast Soil Water Levels","publication_year":2025,"publication_date":"2025-05-19","ids":{"openalex":"https://openalex.org/W4412965673","doi":"https://doi.org/10.1109/i2mtc62753.2025.11079051"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc62753.2025.11079051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc62753.2025.11079051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5028526477","display_name":"Shaleeza Sohail","orcid":"https://orcid.org/0000-0002-3844-6812"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shaleeza Sohail","raw_affiliation_strings":["The University of Newcastle,School of Information and Physical Sciences,Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"The University of Newcastle,School of Information and Physical Sciences,Sydney,Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058868741","display_name":"Gabriel M. Mercier","orcid":"https://orcid.org/0000-0002-7471-4407"},"institutions":[{"id":"https://openalex.org/I4210125203","display_name":"Broadcom (Singapore)","ror":"https://ror.org/03zvyfv67","country_code":"SG","type":"company","lineage":["https://openalex.org/I4210125203","https://openalex.org/I4210127325"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Gabriel Mercier","raw_affiliation_strings":["Kacific Broadband Satellites Ltd Singapore,Product Development and Innovation,Singapore"],"affiliations":[{"raw_affiliation_string":"Kacific Broadband Satellites Ltd Singapore,Product Development and Innovation,Singapore","institution_ids":["https://openalex.org/I4210125203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085724017","display_name":"Melanie Po\u2010Leen Ooi","orcid":"https://orcid.org/0000-0002-1623-0105"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Melanie Ooi","raw_affiliation_strings":["University of Waikato,School of Engineering,Hamilton,New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Waikato,School of Engineering,Hamilton,New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064695359","display_name":"Kelvin Law","orcid":"https://orcid.org/0000-0001-5084-9158"},"institutions":[{"id":"https://openalex.org/I4210125203","display_name":"Broadcom (Singapore)","ror":"https://ror.org/03zvyfv67","country_code":"SG","type":"company","lineage":["https://openalex.org/I4210125203","https://openalex.org/I4210127325"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kelvin Law","raw_affiliation_strings":["Kacific Broadband Satellites Ltd Singapore,Product Development and Innovation,Singapore"],"affiliations":[{"raw_affiliation_string":"Kacific Broadband Satellites Ltd Singapore,Product Development and Innovation,Singapore","institution_ids":["https://openalex.org/I4210125203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100732746","display_name":"Boyang Li","orcid":"https://orcid.org/0000-0002-6230-2376"},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Boyang Li","raw_affiliation_strings":["The University of Newcastle,School of Engineering,Callaghan,Australia"],"affiliations":[{"raw_affiliation_string":"The University of Newcastle,School of Engineering,Callaghan,Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014081073","display_name":"Harish Devaraj","orcid":"https://orcid.org/0000-0003-1476-8275"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Harish Devaraj","raw_affiliation_strings":["University of Waikato,School of Engineering,Hamilton,New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Waikato,School of Engineering,Hamilton,New Zealand","institution_ids":["https://openalex.org/I52179390"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028526477"],"corresponding_institution_ids":["https://openalex.org/I78757542"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11112762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9966999888420105,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9966999888420105,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9878000020980835,"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"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.97079998254776,"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/computer-science","display_name":"Computer science","score":0.663382351398468},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36800748109817505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.354388564825058}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.663382351398468},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36800748109817505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.354388564825058}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc62753.2025.11079051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc62753.2025.11079051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1560739766","https://openalex.org/W2804687177","https://openalex.org/W3005439376","https://openalex.org/W4318619660","https://openalex.org/W4386608426","https://openalex.org/W4388966655","https://openalex.org/W4389372991","https://openalex.org/W4389990166","https://openalex.org/W4391850608","https://openalex.org/W4392172693","https://openalex.org/W4393140327","https://openalex.org/W4395010695","https://openalex.org/W4400201446","https://openalex.org/W4401522469","https://openalex.org/W6728757088"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
