{"id":"https://openalex.org/W2885201931","doi":"https://doi.org/10.1007/978-3-030-01234-2_42","title":"Improving Generalization via Scalable Neighborhood Component Analysis","display_name":"Improving Generalization via Scalable Neighborhood Component Analysis","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2885201931","doi":"https://doi.org/10.1007/978-3-030-01234-2_42","mag":"2885201931"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-01234-2_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01234-2_42","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/A5059765313","display_name":"Zhirong Wu","orcid":"https://orcid.org/0000-0001-9346-9964"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Zhirong Wu","raw_affiliation_strings":["Microsoft Research Asia, Beijing, China","UC Berkeley/ICSI, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research Asia, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]},{"raw_affiliation_string":"UC Berkeley/ICSI, Berkeley, USA","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077436220","display_name":"Alexei A. Efros","orcid":"https://orcid.org/0000-0001-5720-8070"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexei A. Efros","raw_affiliation_strings":["UC Berkeley/ICSI, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley/ICSI, Berkeley, USA","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042014034","display_name":"Stella X. Yu","orcid":"https://orcid.org/0000-0002-3507-5761"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stella X. Yu","raw_affiliation_strings":["UC Berkeley/ICSI, Berkeley, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley/ICSI, Berkeley, USA","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059765313"],"corresponding_institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I4210113369","https://openalex.org/I95457486"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.4884,"has_fulltext":false,"cited_by_count":135,"citation_normalized_percentile":{"value":0.98080927,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"712","last_page":"728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9995999932289124,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9995999932289124,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.85303795337677},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.8262114524841309},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6981823444366455},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.6113858222961426},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5588892102241516},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5170848369598389},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4962361454963684},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.472754567861557},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4612303078174591},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.42615485191345215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.85303795337677},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.8262114524841309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6981823444366455},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6113858222961426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5588892102241516},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5170848369598389},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4962361454963684},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.472754567861557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4612303078174591},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.42615485191345215},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-01234-2_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01234-2_42","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":[{"display_name":"Sustainable cities and communities","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W205159212","https://openalex.org/W1726806267","https://openalex.org/W1861492603","https://openalex.org/W1903029394","https://openalex.org/W1949116567","https://openalex.org/W1989684337","https://openalex.org/W2015563892","https://openalex.org/W2024668293","https://openalex.org/W2030536784","https://openalex.org/W2031489346","https://openalex.org/W2064675550","https://openalex.org/W2068042582","https://openalex.org/W2096733369","https://openalex.org/W2098693229","https://openalex.org/W2108598243","https://openalex.org/W2117539524","https://openalex.org/W2120369594","https://openalex.org/W2124509324","https://openalex.org/W2127589108","https://openalex.org/W2131743987","https://openalex.org/W2132870739","https://openalex.org/W2138621090","https://openalex.org/W2140435402","https://openalex.org/W2145287260","https://openalex.org/W2160815625","https://openalex.org/W2163605009","https://openalex.org/W2165828254","https://openalex.org/W2167839676","https://openalex.org/W2194775991","https://openalex.org/W2432717477","https://openalex.org/W2472819217","https://openalex.org/W2555897561","https://openalex.org/W2601450892","https://openalex.org/W2604763608","https://openalex.org/W2613718673","https://openalex.org/W2753160622","https://openalex.org/W2798991696","https://openalex.org/W2951008357","https://openalex.org/W2962898354","https://openalex.org/W2963350250","https://openalex.org/W2963574614","https://openalex.org/W2963775347","https://openalex.org/W2964105864","https://openalex.org/W3099206234","https://openalex.org/W3118608800","https://openalex.org/W6600175564","https://openalex.org/W6630820455","https://openalex.org/W6638318767","https://openalex.org/W6717697761","https://openalex.org/W6732103282","https://openalex.org/W6743198006","https://openalex.org/W6811851346"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W4287591324","https://openalex.org/W4226420367","https://openalex.org/W2980176872","https://openalex.org/W2962876041","https://openalex.org/W3090555870","https://openalex.org/W3108503355","https://openalex.org/W2249953602","https://openalex.org/W2947839263","https://openalex.org/W3120400911"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":31},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":21}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}