{"id":"https://openalex.org/W4402269293","doi":"https://doi.org/10.1007/978-3-031-70816-9_22","title":"Intelligent Handling of\u00a0Noise in\u00a0Federated Learning with\u00a0Co-training for\u00a0Enhanced Diagnostic Precision","display_name":"Intelligent Handling of\u00a0Noise in\u00a0Federated Learning with\u00a0Co-training for\u00a0Enhanced Diagnostic Precision","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402269293","doi":"https://doi.org/10.1007/978-3-031-70816-9_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-70816-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70816-9_22","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":"conference-paper","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/A5104633471","display_name":"Farah Farid Babar","orcid":"https://orcid.org/0009-0009-0073-2045"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]},{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Farah Farid Babar","raw_affiliation_strings":["Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK","School of Electronics and Information Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0009-0073-2045","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Farah Farid Babar","orcid":"https://orcid.org/0009-0009-0073-2045"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]},{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Farah Farid Babar","raw_affiliation_strings":["Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK","School of Electronics and Information Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0009-0073-2045","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023052774","display_name":"Faisal Jamil","orcid":"https://orcid.org/0000-0003-1994-6907"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Faisal Jamil","raw_affiliation_strings":["Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK"],"raw_orcid":"https://orcid.org/0000-0003-1994-6907","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058908070","display_name":"Faiza Fareed Babar","orcid":"https://orcid.org/0009-0007-2899-2397"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]},{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Faiza Fareed Babar","raw_affiliation_strings":["Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK","School of Electronics and Information Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0007-2899-2397","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058908070","display_name":"Faiza Fareed Babar","orcid":"https://orcid.org/0009-0007-2899-2397"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]},{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Faiza Fareed Babar","raw_affiliation_strings":["Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK","School of Electronics and Information Engineering, Hebei University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0007-2899-2397","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Huddersfield, Queensgate, Huddersfield, HD1 3DH, UK","institution_ids":["https://openalex.org/I133837150"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Hebei University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I184843921"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023052774","https://openalex.org/A5058908070"],"corresponding_institution_ids":["https://openalex.org/I133837150","https://openalex.org/I184843921"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6685,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68831982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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":0.9994999766349792,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9861999750137329,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9796000123023987,"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":0.8710609674453735},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.588670015335083},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5680318474769592},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5252661108970642},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.419366717338562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.392753005027771},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3255169987678528}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8710609674453735},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.588670015335083},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5680318474769592},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5252661108970642},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.419366717338562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.392753005027771},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3255169987678528},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-70816-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70816-9_22","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"},{"id":"pmh:oai:pure.atira.dk:publications/f12f0f00-c01f-468c-8e40-b3fb428a6fbe","is_oa":false,"landing_page_url":"https://pure.hud.ac.uk/en/publications/f12f0f00-c01f-468c-8e40-b3fb428a6fbe","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2048679005","https://openalex.org/W2803237185","https://openalex.org/W2964292098","https://openalex.org/W2979637109","https://openalex.org/W2995022099","https://openalex.org/W3036586801","https://openalex.org/W3118741877","https://openalex.org/W3135791195","https://openalex.org/W3173486383","https://openalex.org/W3211190672","https://openalex.org/W4205271301","https://openalex.org/W4206676556","https://openalex.org/W4212881588","https://openalex.org/W4226082367","https://openalex.org/W4226334909","https://openalex.org/W4226461837","https://openalex.org/W4238307065","https://openalex.org/W4283018956","https://openalex.org/W4285817743","https://openalex.org/W4379746261","https://openalex.org/W4388563693","https://openalex.org/W4389252625"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W3216976533","https://openalex.org/W100620283","https://openalex.org/W2495260952","https://openalex.org/W4394050964","https://openalex.org/W2551249631"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2025-10-10T00:00:00"}
