{"id":"https://openalex.org/W4402029530","doi":"https://doi.org/10.1007/978-3-031-70368-3_26","title":"Boosting Long-Tail Data Classification with\u00a0Sparse Prototypical Networks","display_name":"Boosting Long-Tail Data Classification with\u00a0Sparse Prototypical Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402029530","doi":"https://doi.org/10.1007/978-3-031-70368-3_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-70368-3_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70368-3_26","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/A5041652668","display_name":"Alexei Figueroa","orcid":null},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexei Figueroa","raw_affiliation_strings":["DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049975156","display_name":"Jens-Michalis Papaioannou","orcid":null},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]},{"id":"https://openalex.org/I4210136150","display_name":"L3S Research Center","ror":"https://ror.org/039t4wk02","country_code":"DE","type":"facility","lineage":["https://openalex.org/I114112103","https://openalex.org/I4210136150","https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jens-Michalis Papaioannou","raw_affiliation_strings":["DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany","L3S, Leibniz University Hannover, Hanover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]},{"raw_affiliation_string":"L3S, Leibniz University Hannover, Hanover, Germany","institution_ids":["https://openalex.org/I4210136150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105464501","display_name":"Conor Fallon","orcid":null},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Conor Fallon","raw_affiliation_strings":["DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053464595","display_name":"\u0391lexandra Bekiaridou","orcid":"https://orcid.org/0000-0002-1143-2293"},"institutions":[{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]},{"id":"https://openalex.org/I1327576362","display_name":"Feinstein Institute for Medical Research","ror":"https://ror.org/05dnene97","country_code":"US","type":"facility","lineage":["https://openalex.org/I1302444339","https://openalex.org/I1327576362"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandra Bekiaridou","raw_affiliation_strings":["Elmezzi Graduate School of Molecular Medicine, Manhasset, USA","Feinstein Institutes for Medical Research, Northwell Health, Manhasset, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elmezzi Graduate School of Molecular Medicine, Manhasset, USA","institution_ids":[]},{"raw_affiliation_string":"Feinstein Institutes for Medical Research, Northwell Health, Manhasset, USA","institution_ids":["https://openalex.org/I1327576362","https://openalex.org/I1302444339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006318966","display_name":"Keno K. Bressem","orcid":"https://orcid.org/0000-0001-9249-8624"},"institutions":[{"id":"https://openalex.org/I2802619606","display_name":"TUM Klinikum","ror":"https://ror.org/04jc43x05","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802619606","https://openalex.org/I62916508"]},{"id":"https://openalex.org/I4210148371","display_name":"Deutsches Herzzentrum M\u00fcnchen","ror":"https://ror.org/04hbwba26","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210148371","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Keno Bressem","raw_affiliation_strings":["Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany","Klinikum rechts der Isar, Department of Radiology, Technical University Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, German Heart Center Munich, Munich, Germany","institution_ids":["https://openalex.org/I4210148371"]},{"raw_affiliation_string":"Klinikum rechts der Isar, Department of Radiology, Technical University Munich, Munich, Germany","institution_ids":["https://openalex.org/I2802619606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016254801","display_name":"Stavros Zanos","orcid":"https://orcid.org/0000-0002-3967-8164"},"institutions":[{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]},{"id":"https://openalex.org/I1327576362","display_name":"Feinstein Institute for Medical Research","ror":"https://ror.org/05dnene97","country_code":"US","type":"facility","lineage":["https://openalex.org/I1302444339","https://openalex.org/I1327576362"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stavros Zanos","raw_affiliation_strings":["Elmezzi Graduate School of Molecular Medicine, Manhasset, USA","Feinstein Institutes for Medical Research, Northwell Health, Manhasset, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elmezzi Graduate School of Molecular Medicine, Manhasset, USA","institution_ids":[]},{"raw_affiliation_string":"Feinstein Institutes for Medical Research, Northwell Health, Manhasset, USA","institution_ids":["https://openalex.org/I1327576362","https://openalex.org/I1302444339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044994184","display_name":"Felix A. Gers","orcid":"https://orcid.org/0000-0002-2258-2983"},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix Gers","raw_affiliation_strings":["DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074427964","display_name":"Wolfgang Nejdl","orcid":"https://orcid.org/0000-0003-3374-2193"},"institutions":[{"id":"https://openalex.org/I4210136150","display_name":"L3S Research Center","ror":"https://ror.org/039t4wk02","country_code":"DE","type":"facility","lineage":["https://openalex.org/I114112103","https://openalex.org/I4210136150","https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wolfgang Nejdl","raw_affiliation_strings":["L3S, Leibniz University Hannover, Hanover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L3S, Leibniz University Hannover, Hanover, Germany","institution_ids":["https://openalex.org/I4210136150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082325279","display_name":"Alexander L\u00f6ser","orcid":"https://orcid.org/0000-0002-4440-3261"},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander L\u00f6ser","raw_affiliation_strings":["DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DATEXIS, Berliner Hochschule f\u00fcr Technik, Berlin, Germany","institution_ids":["https://openalex.org/I129643931"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5049975156"],"corresponding_institution_ids":["https://openalex.org/I129643931","https://openalex.org/I4210136150"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7366,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71517572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"434","last_page":"449"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9980000257492065,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9980000257492065,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9944000244140625,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9936000108718872,"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":0.8556617498397827},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.812421441078186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5490779876708984},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.408984512090683},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3889160454273224},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3564189076423645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8556617498397827},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.812421441078186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5490779876708984},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.408984512090683},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3889160454273224},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3564189076423645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-70368-3_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70368-3_26","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":21,"referenced_works":["https://openalex.org/W54887220","https://openalex.org/W2189149359","https://openalex.org/W2581624817","https://openalex.org/W2748551393","https://openalex.org/W2946609015","https://openalex.org/W2954471638","https://openalex.org/W2962736243","https://openalex.org/W2962843521","https://openalex.org/W3037562983","https://openalex.org/W3040573126","https://openalex.org/W3101155149","https://openalex.org/W3153672153","https://openalex.org/W3205633403","https://openalex.org/W3208215824","https://openalex.org/W3214646361","https://openalex.org/W4200634402","https://openalex.org/W4301153917","https://openalex.org/W4306798657","https://openalex.org/W4365511667","https://openalex.org/W4389520224","https://openalex.org/W6959920366"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3082059448","https://openalex.org/W4313640622","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}