{"id":"https://openalex.org/W4411522974","doi":"https://doi.org/10.1007/978-981-96-8728-2_15","title":"Enhancing Federated Learning in\u00a0IoT Through Dynamic Spectral Clustering","display_name":"Enhancing Federated Learning in\u00a0IoT Through Dynamic Spectral Clustering","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411522974","doi":"https://doi.org/10.1007/978-981-96-8728-2_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-8728-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-8728-2_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5106233141","display_name":"Changyu Zheng","orcid":"https://orcid.org/0009-0002-7634-8516"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Changyu Zheng","raw_affiliation_strings":["Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, Beijing Normal-Hong Kong Baptist University, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, Beijing Normal-Hong Kong Baptist University, Zhuhai, China","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019519408","display_name":"Junfang Gong","orcid":"https://orcid.org/0000-0001-6176-9671"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Junli Gong","raw_affiliation_strings":["Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, Beijing Normal-Hong Kong Baptist University, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, Beijing Normal-Hong Kong Baptist University, Zhuhai, China","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028160889","display_name":"Jianxiong Guo","orcid":"https://orcid.org/0000-0002-0994-3297"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]},{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Jianxiong Guo","raw_affiliation_strings":["Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China","Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, Beijing Normal-Hong Kong Baptist University, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Guangdong Key Lab of AI and Multi-Modal Data Processing, Department of Computer Science, Beijing Normal-Hong Kong Baptist University, Zhuhai, China","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067856743","display_name":"Zhiqing Tang","orcid":"https://orcid.org/0000-0002-9375-4818"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqing Tang","raw_affiliation_strings":["Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101863081","display_name":"Tian Wang","orcid":"https://orcid.org/0000-0001-9452-9455"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Wang","raw_affiliation_strings":["Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Advanced Institute of Natural Sciences, Beijing Normal University, Zhuhai, China","institution_ids":["https://openalex.org/I25254941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5106233141"],"corresponding_institution_ids":["https://openalex.org/I141568987"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.0044,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.94077054,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.998199999332428,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8933451771736145},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6645281910896301},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6519302725791931},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.4672159254550934},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4333111345767975},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3424989581108093},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32189783453941345},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3143218159675598}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8933451771736145},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6645281910896301},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6519302725791931},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.4672159254550934},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4333111345767975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3424989581108093},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32189783453941345},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3143218159675598}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-8728-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-8728-2_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2111619626","https://openalex.org/W2734358244","https://openalex.org/W2912213068","https://openalex.org/W2913570153","https://openalex.org/W3021654819","https://openalex.org/W3080934299","https://openalex.org/W3091635927","https://openalex.org/W3154373807","https://openalex.org/W3191604281","https://openalex.org/W4285242894","https://openalex.org/W4382202903","https://openalex.org/W4385627109","https://openalex.org/W6600140940","https://openalex.org/W6600679772","https://openalex.org/W6771536673"],"related_works":["https://openalex.org/W4298221930","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2777914285","https://openalex.org/W2625093826","https://openalex.org/W4410295802","https://openalex.org/W4200598720","https://openalex.org/W4378677776","https://openalex.org/W1482912984"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
