{"id":"https://openalex.org/W4412175873","doi":"https://doi.org/10.1007/978-3-031-97228-7_17","title":"FLIRT\u2013An Algorithm to\u00a0Enhance a\u00a0Regression Model with\u00a0Federated Learning and\u00a0GAN-Based Resampling","display_name":"FLIRT\u2013An Algorithm to\u00a0Enhance a\u00a0Regression Model with\u00a0Federated Learning and\u00a0GAN-Based Resampling","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412175873","doi":"https://doi.org/10.1007/978-3-031-97228-7_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-97228-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97228-7_17","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/A5090368430","display_name":"Przemys\u0142aw Grzegorzewski","orcid":"https://orcid.org/0000-0002-5191-4123"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Przemys\u0142aw Grzegorzewski","raw_affiliation_strings":["Faculty of Mathematics and Information Science, Warsaw University of Technology, Koszykowa 75, 00-662, Warsaw, Poland","Systems Research Institute Polish Academy of Sciences, Newelska 6, 01-447, Warszawa, Poland"],"raw_orcid":"https://orcid.org/0000-0002-5191-4123","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Information Science, Warsaw University of Technology, Koszykowa 75, 00-662, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]},{"raw_affiliation_string":"Systems Research Institute Polish Academy of Sciences, Newelska 6, 01-447, Warszawa, Poland","institution_ids":["https://openalex.org/I66083562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038293463","display_name":"Maciej Romaniuk","orcid":"https://orcid.org/0000-0001-9649-396X"},"institutions":[{"id":"https://openalex.org/I4210129007","display_name":"Warsaw School of Information Technology","ror":"https://ror.org/02wbgfm85","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210129007","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Maciej Romaniuk","raw_affiliation_strings":["Systems Research Institute Polish Academy of Sciences, Newelska 6, 01-447, Warszawa, Poland","WIT Academy, Newelska 6, 01-447, Warszawa, Poland"],"raw_orcid":"https://orcid.org/0000-0001-9649-396X","affiliations":[{"raw_affiliation_string":"Systems Research Institute Polish Academy of Sciences, Newelska 6, 01-447, Warszawa, Poland","institution_ids":["https://openalex.org/I66083562"]},{"raw_affiliation_string":"WIT Academy, Newelska 6, 01-447, Warszawa, Poland","institution_ids":["https://openalex.org/I4210129007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038293463"],"corresponding_institution_ids":["https://openalex.org/I4210129007","https://openalex.org/I66083562"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17296618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"198","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.817700982093811},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.8112625479698181},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5311737656593323},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5013914108276367},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4737547039985657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4499059319496155},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4064130485057831},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37603333592414856},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17745351791381836},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1131448745727539}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.817700982093811},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.8112625479698181},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5311737656593323},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5013914108276367},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4737547039985657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4499059319496155},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4064130485057831},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37603333592414856},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17745351791381836},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1131448745727539}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-97228-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97228-7_17","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/W2016758618","https://openalex.org/W2064186732","https://openalex.org/W2480680997","https://openalex.org/W2765811365","https://openalex.org/W2804472371","https://openalex.org/W2995022099","https://openalex.org/W3107043018","https://openalex.org/W3111353949","https://openalex.org/W3163919248","https://openalex.org/W4235256446","https://openalex.org/W4298872162","https://openalex.org/W4318619660","https://openalex.org/W4388521880","https://openalex.org/W4399550842","https://openalex.org/W4399583220"],"related_works":["https://openalex.org/W3008199583","https://openalex.org/W2148189552","https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W1969346022"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}