{"id":"https://openalex.org/W4226171056","doi":"https://doi.org/10.1016/j.simpa.2022.100282","title":"FedGS: A federated group synchronization framework for heterogeneous data","display_name":"FedGS: A federated group synchronization framework for heterogeneous data","publication_year":2022,"publication_date":"2022-04-07","ids":{"openalex":"https://openalex.org/W4226171056","doi":"https://doi.org/10.1016/j.simpa.2022.100282"},"language":"en","primary_location":{"id":"doi:10.1016/j.simpa.2022.100282","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.simpa.2022.100282","pdf_url":null,"source":{"id":"https://openalex.org/S4210180398","display_name":"Software Impacts","issn_l":"2665-9638","issn":["2665-9638"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software Impacts","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.simpa.2022.100282","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022284072","display_name":"Zonghang Li","orcid":"https://orcid.org/0000-0002-2796-039X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zonghang Li","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073218808","display_name":"Yihong He","orcid":"https://orcid.org/0000-0001-5253-1995"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yihong He","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022284072","https://openalex.org/A5073218808"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":450,"currency":"USD","value_usd":450},"apc_paid":{"value":450,"currency":"USD","value_usd":450},"fwci":0.5303,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69787007,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"12","issue":null,"first_page":"100282","last_page":"100282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9923999905586243,"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":0.9923999905586243,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9344000220298767,"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/synchronization","display_name":"Synchronization (alternating current)","score":0.8004026412963867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.763756275177002},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.7585649490356445},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.652427613735199},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6223559975624084},{"id":"https://openalex.org/keywords/data-synchronization","display_name":"Data synchronization","score":0.6192012429237366},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5735587477684021},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.5594881772994995},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4899701178073883},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.43613627552986145},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28938740491867065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18471264839172363},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08373600244522095},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06302881240844727}],"concepts":[{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.8004026412963867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.763756275177002},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.7585649490356445},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.652427613735199},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6223559975624084},{"id":"https://openalex.org/C108734733","wikidata":"https://www.wikidata.org/wiki/Q1172333","display_name":"Data synchronization","level":3,"score":0.6192012429237366},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5735587477684021},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.5594881772994995},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4899701178073883},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.43613627552986145},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28938740491867065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18471264839172363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08373600244522095},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06302881240844727},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.simpa.2022.100282","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.simpa.2022.100282","pdf_url":null,"source":{"id":"https://openalex.org/S4210180398","display_name":"Software Impacts","issn_l":"2665-9638","issn":["2665-9638"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software Impacts","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.simpa.2022.100282","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.simpa.2022.100282","pdf_url":null,"source":{"id":"https://openalex.org/S4210180398","display_name":"Software Impacts","issn_l":"2665-9638","issn":["2665-9638"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software Impacts","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.41999998688697815}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2807006176","https://openalex.org/W2941578813","https://openalex.org/W2954124071","https://openalex.org/W2970825779","https://openalex.org/W3006360344","https://openalex.org/W4220719396","https://openalex.org/W4248131708","https://openalex.org/W4289147229","https://openalex.org/W4318619660","https://openalex.org/W6728757088","https://openalex.org/W6756756286","https://openalex.org/W6761192334","https://openalex.org/W6767900772","https://openalex.org/W6780986605","https://openalex.org/W6781642596"],"related_works":["https://openalex.org/W2027357437","https://openalex.org/W2014622309","https://openalex.org/W2123134332","https://openalex.org/W2548702785","https://openalex.org/W2157126534","https://openalex.org/W2118487515","https://openalex.org/W2368252421","https://openalex.org/W78899842","https://openalex.org/W2158673508","https://openalex.org/W2360578463"],"abstract_inverted_index":{"FedGS":[0,49],"is":[1,50],"a":[2,12],"federated":[3,31],"group":[4,20],"synchronization":[5,28],"framework":[6],"implemented":[7],"on":[8,25,34],"LEAF-MX.":[9],"It":[10],"provides":[11],"novel":[13],"client":[14],"selection":[15],"strategy":[16],"and":[17,36,46,54],"an":[18,51],"innovative":[19],"collaborative":[21],"training":[22],"protocol":[23],"based":[24],"compound":[26],"step":[27],"to":[29],"make":[30],"learning":[32],"excellent":[33],"non-independent":[35],"identically":[37],"distributed":[38],"(non-i.i.d.)":[39],"data,":[40],"achieving":[41],"higher":[42],"accuracy,":[43],"lower":[44],"loss,":[45],"faster":[47],"convergence.":[48],"open-source,":[52],"readable,":[53],"easy-to-use":[55],"framework.":[56]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
