{"id":"https://openalex.org/W2954193398","doi":"https://doi.org/10.1007/s10994-019-05823-0","title":"On the analysis of adaptability in multi-source domain adaptation","display_name":"On the analysis of adaptability in multi-source domain adaptation","publication_year":2019,"publication_date":"2019-06-27","ids":{"openalex":"https://openalex.org/W2954193398","doi":"https://doi.org/10.1007/s10994-019-05823-0","mag":"2954193398"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-019-05823-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-019-05823-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-019-05823-0.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-019-05823-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034647327","display_name":"Ievgen Redko","orcid":"https://orcid.org/0000-0002-3860-5502"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4405259976","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Ievgen Redko","raw_affiliation_strings":["CNRS, Institut d Optique Graduate School Laboratoire Hubert Curien UMR 5516, Univ Lyon, UJM-Saint-Etienne, 42023, Saint-\u00c9tienne, France","Laboratoire Hubert Curien"],"raw_orcid":"https://orcid.org/0000-0002-3860-5502","affiliations":[{"raw_affiliation_string":"CNRS, Institut d Optique Graduate School Laboratoire Hubert Curien UMR 5516, Univ Lyon, UJM-Saint-Etienne, 42023, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210085887"]},{"raw_affiliation_string":"Laboratoire Hubert Curien","institution_ids":["https://openalex.org/I4210085887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067803328","display_name":"Amaury Habrard","orcid":"https://orcid.org/0000-0003-3038-9347"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4405259976","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Amaury Habrard","raw_affiliation_strings":["CNRS, Institut d Optique Graduate School Laboratoire Hubert Curien UMR 5516, Univ Lyon, UJM-Saint-Etienne, 42023, Saint-\u00c9tienne, France","Laboratoire Hubert Curien"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Institut d Optique Graduate School Laboratoire Hubert Curien UMR 5516, Univ Lyon, UJM-Saint-Etienne, 42023, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210085887"]},{"raw_affiliation_string":"Laboratoire Hubert Curien","institution_ids":["https://openalex.org/I4210085887"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020817426","display_name":"Marc Sebban","orcid":"https://orcid.org/0000-0001-6851-169X"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210085887","display_name":"Laboratoire Hubert Curien","ror":"https://ror.org/0028p8r67","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I277688954","https://openalex.org/I4210085887","https://openalex.org/I4210091746","https://openalex.org/I4210095849","https://openalex.org/I4405259976","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Sebban","raw_affiliation_strings":["CNRS, Institut d Optique Graduate School Laboratoire Hubert Curien UMR 5516, Univ Lyon, UJM-Saint-Etienne, 42023, Saint-\u00c9tienne, France","Laboratoire Hubert Curien"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Institut d Optique Graduate School Laboratoire Hubert Curien UMR 5516, Univ Lyon, UJM-Saint-Etienne, 42023, Saint-\u00c9tienne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210085887"]},{"raw_affiliation_string":"Laboratoire Hubert Curien","institution_ids":["https://openalex.org/I4210085887"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034647327"],"corresponding_institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210085887"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.3005,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.85543951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"108","issue":"8-9","first_page":"1635","last_page":"1652"},"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":0.9998999834060669,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9776999950408936,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.7743589878082275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7315943241119385},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.6950555443763733},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6338085532188416},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5905343294143677},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5204522609710693},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.519520103931427},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5066600441932678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4721496105194092},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4600375294685364},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.43219444155693054},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4204799234867096},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.347400039434433}],"concepts":[{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.7743589878082275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7315943241119385},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.6950555443763733},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6338085532188416},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5905343294143677},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5204522609710693},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.519520103931427},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5066600441932678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4721496105194092},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4600375294685364},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.43219444155693054},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4204799234867096},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.347400039434433},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10994-019-05823-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-019-05823-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-019-05823-0.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02168941v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02168941","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning, 2019, &#x27E8;10.1007/s10994-019-05823-0&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1007/s10994-019-05823-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-019-05823-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-019-05823-0.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3723191308","display_name":null,"funder_award_id":"ANR-15-CE23-0026","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2954193398.pdf","grobid_xml":"https://content.openalex.org/works/W2954193398.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W562660536","https://openalex.org/W1608944489","https://openalex.org/W1617650991","https://openalex.org/W1629559917","https://openalex.org/W1946137962","https://openalex.org/W1968333723","https://openalex.org/W1978380814","https://openalex.org/W2003447360","https://openalex.org/W2032526191","https://openalex.org/W2043083193","https://openalex.org/W2095723734","https://openalex.org/W2099471712","https://openalex.org/W2104094955","https://openalex.org/W2110091014","https://openalex.org/W2124715517","https://openalex.org/W2141067830","https://openalex.org/W2143668817","https://openalex.org/W2148440006","https://openalex.org/W2156557681","https://openalex.org/W2158131535","https://openalex.org/W2165698076","https://openalex.org/W2264931217","https://openalex.org/W2311233238","https://openalex.org/W2531958295","https://openalex.org/W2739748921","https://openalex.org/W2765780436","https://openalex.org/W2766021556","https://openalex.org/W2786634839","https://openalex.org/W2799228657","https://openalex.org/W2945175060","https://openalex.org/W2963134136","https://openalex.org/W2963506485","https://openalex.org/W4234126145","https://openalex.org/W4285719527","https://openalex.org/W4298255651","https://openalex.org/W6615672858","https://openalex.org/W6636708570","https://openalex.org/W6640697403","https://openalex.org/W6674378708","https://openalex.org/W6676587327","https://openalex.org/W6679554340","https://openalex.org/W6680880821","https://openalex.org/W6683341053"],"related_works":["https://openalex.org/W3080655457","https://openalex.org/W3166286441","https://openalex.org/W3214142563","https://openalex.org/W3136267388","https://openalex.org/W4287263085","https://openalex.org/W3186065094","https://openalex.org/W3204418343","https://openalex.org/W3093803318","https://openalex.org/W4390401377","https://openalex.org/W4312617661"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
