{"id":"https://openalex.org/W4402364467","doi":"https://doi.org/10.14428/esann/2024.es2024-3","title":"Machine learning in distributed, federated and non-stationary environments - recent trends","display_name":"Machine learning in distributed, federated and non-stationary environments - recent trends","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402364467","doi":"https://doi.org/10.14428/esann/2024.es2024-3"},"language":"en","primary_location":{"id":"doi:10.14428/esann/2024.es2024-3","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2024.es2024-3","pdf_url":"http://dx.doi.org/10.14428/esann/2024.es2024-3","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2024 proceesdings","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.14428/esann/2024.es2024-3","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009738158","display_name":"Mirko Polato","orcid":"https://orcid.org/0000-0003-4890-5020"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mirko Polato","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091180862","display_name":"Barbara Hammer","orcid":"https://orcid.org/0000-0002-0935-5591"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barbara Hammer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5004196006","display_name":"Frank-Michael Schleif","orcid":"https://orcid.org/0000-0002-7539-1283"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frank-Michael Schleif","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.45879998803138733,"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":0.45879998803138733,"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/T10320","display_name":"Neural Networks and Applications","score":0.43880000710487366,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.41999998688697815,"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":0.7367923259735107},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.4142049551010132},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3773757517337799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34930139780044556}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7367923259735107},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.4142049551010132},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3773757517337799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34930139780044556},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14428/esann/2024.es2024-3","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2024.es2024-3","pdf_url":"http://dx.doi.org/10.14428/esann/2024.es2024-3","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2024 proceesdings","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.14428/esann/2024.es2024-3","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2024.es2024-3","pdf_url":"http://dx.doi.org/10.14428/esann/2024.es2024-3","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2024 proceesdings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328599","display_name":"Ministerium f\u00fcr Kultur und Wissenschaft des Landes Nordrhein-Westfalen","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402364467.pdf","grobid_xml":"https://content.openalex.org/works/W4402364467.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"This":[0],"tutorial":[1,45],"provides":[2],"an":[3],"overview":[4],"of":[5,24],"machine":[6],"learning":[7,40],"methodologies":[8],"applied":[9],"in":[10,60],"distributed,":[11],"federated,":[12],"and":[13,20,31,42,50,57],"non-stationary":[14,35],"environments.We":[15],"focus":[16],"on":[17],"recent":[18],"advancements":[19],"novel":[21],"research":[22],"contributions":[23],"the":[25],"field.Key":[26],"topics":[27],"include":[28],"data":[29],"analysis":[30],"pattern":[32],"recognition":[33],"for":[34],"environments,":[36],"model":[37],"compression,":[38],"federated":[39],"algorithms,":[41],"privacy":[43],"preservation.This":[44],"aims":[46],"to":[47],"equip":[48],"researchers":[49],"practitioners":[51],"with":[52],"insights":[53],"into":[54],"current":[55],"challenges":[56],"innovative":[58],"solutions":[59],"this":[61],"dynamic":[62],"field.":[63]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
