{"id":"https://openalex.org/W4401592805","doi":"https://doi.org/10.1007/978-3-031-67285-9_22","title":"Enhancing Performance for\u00a0Highly Imbalanced Medical Data via\u00a0Data Regularization in\u00a0a\u00a0Federated Learning Setting","display_name":"Enhancing Performance for\u00a0Highly Imbalanced Medical Data via\u00a0Data Regularization in\u00a0a\u00a0Federated Learning Setting","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401592805","doi":"https://doi.org/10.1007/978-3-031-67285-9_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-67285-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-67285-9_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":"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/A5075357628","display_name":"Georgios Tsoumplekas","orcid":"https://orcid.org/0009-0004-4943-3381"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Georgios Tsoumplekas","raw_affiliation_strings":["MetaMind Innovations P.C., Kozani, Greece"],"affiliations":[{"raw_affiliation_string":"MetaMind Innovations P.C., Kozani, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067927478","display_name":"Ilias Siniosoglou","orcid":"https://orcid.org/0000-0001-9844-8185"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ilias Siniosoglou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece","MetaMind Innovations P.C., Kozani, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]},{"raw_affiliation_string":"MetaMind Innovations P.C., Kozani, Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013565466","display_name":"Vasileios Argyriou","orcid":"https://orcid.org/0000-0003-4679-8049"},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vasileios Argyriou","raw_affiliation_strings":["Department of Networks and Digital Media, Kingston University, Kingston upon Thames, UK"],"affiliations":[{"raw_affiliation_string":"Department of Networks and Digital Media, Kingston University, Kingston upon Thames, UK","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040071039","display_name":"Ioannis D. Moscholios","orcid":"https://orcid.org/0000-0003-3656-277X"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis D. Moscholios","raw_affiliation_strings":["Department of Informatics and Telecommunications, University of Peloponnese, Tripolis, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Peloponnese, Tripolis, Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050756789","display_name":"Panagiotis Sarigiannidis","orcid":"https://orcid.org/0000-0001-6042-0355"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis Sarigiannidis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece","MetaMind Innovations P.C., Kozani, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Western Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]},{"raw_affiliation_string":"MetaMind Innovations P.C., Kozani, Greece","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075357628"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.3589,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8913234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"302","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998999834060669,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998999834060669,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9855999946594238,"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":0.8651561141014099},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6661789417266846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5319972634315491},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5076364278793335},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33590397238731384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8651561141014099},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6661789417266846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5319972634315491},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5076364278793335},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33590397238731384}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-67285-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-67285-9_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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1850308234","https://openalex.org/W2106479238","https://openalex.org/W2119191234","https://openalex.org/W2913570153","https://openalex.org/W2964050365","https://openalex.org/W3044659283","https://openalex.org/W3091285238","https://openalex.org/W3128945844","https://openalex.org/W3183198325","https://openalex.org/W3202201423","https://openalex.org/W4283207534","https://openalex.org/W4310235714","https://openalex.org/W4319023769","https://openalex.org/W4361025894","https://openalex.org/W4362605380","https://openalex.org/W4384067752","https://openalex.org/W6600281463","https://openalex.org/W6907522786","https://openalex.org/W6946312898"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
