{"id":"https://openalex.org/W2780796324","doi":"https://doi.org/10.1007/s10994-017-5682-0","title":"Discovering predictive ensembles for transfer learning and meta-learning","display_name":"Discovering predictive ensembles for transfer learning and meta-learning","publication_year":2017,"publication_date":"2017-12-21","ids":{"openalex":"https://openalex.org/W2780796324","doi":"https://doi.org/10.1007/s10994-017-5682-0","mag":"2780796324"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-017-5682-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-017-5682-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-017-5682-0.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/s10994-017-5682-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035026045","display_name":"Pavel Kord\u00edk","orcid":"https://orcid.org/0000-0003-1433-0089"},"institutions":[{"id":"https://openalex.org/I4210141626","display_name":"\u00dastav pro P\u00e9\u010di o Matku a D\u00edt\u011b","ror":"https://ror.org/03zd7qx32","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210141626"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Pavel Kord\u00edk","raw_affiliation_strings":["FIT CVUT, Thakurova 9, Praha 6, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-1433-0089","affiliations":[{"raw_affiliation_string":"FIT CVUT, Thakurova 9, Praha 6, Czech Republic","institution_ids":["https://openalex.org/I4210141626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083785182","display_name":"Jan \u010cern\u00fd","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141626","display_name":"\u00dastav pro P\u00e9\u010di o Matku a D\u00edt\u011b","ror":"https://ror.org/03zd7qx32","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210141626"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan \u010cern\u00fd","raw_affiliation_strings":["FIT CVUT, Thakurova 9, Praha 6, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FIT CVUT, Thakurova 9, Praha 6, Czech Republic","institution_ids":["https://openalex.org/I4210141626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039226465","display_name":"Tom\u00e1\u0161 Fr\u00fdda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141626","display_name":"\u00dastav pro P\u00e9\u010di o Matku a D\u00edt\u011b","ror":"https://ror.org/03zd7qx32","country_code":"CZ","type":"healthcare","lineage":["https://openalex.org/I4210141626"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Fr\u00fdda","raw_affiliation_strings":["FIT CVUT, Thakurova 9, Praha 6, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FIT CVUT, Thakurova 9, Praha 6, Czech Republic","institution_ids":["https://openalex.org/I4210141626"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5035026045"],"corresponding_institution_ids":["https://openalex.org/I4210141626"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.274,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.90958655,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"107","issue":"1","first_page":"177","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9997000098228455,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9997000098228455,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9797999858856201,"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/meta-learning","display_name":"Meta learning (computer science)","score":0.776902437210083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7651509642601013},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6135993003845215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6058480143547058},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5956480503082275},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4453262388706207},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.417348712682724},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32096824049949646}],"concepts":[{"id":"https://openalex.org/C2781002164","wikidata":"https://www.wikidata.org/wiki/Q6822311","display_name":"Meta learning (computer science)","level":3,"score":0.776902437210083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7651509642601013},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6135993003845215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6058480143547058},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5956480503082275},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4453262388706207},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.417348712682724},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32096824049949646},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"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":1,"locations":[{"id":"doi:10.1007/s10994-017-5682-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-017-5682-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-017-5682-0.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"}],"best_oa_location":{"id":"doi:10.1007/s10994-017-5682-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-017-5682-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-017-5682-0.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":[],"funders":[{"id":"https://openalex.org/F4320309972","display_name":"\u010cesk\u00e9 Vysok\u00e9 U\u010den\u00ed Technick\u00e9 v Praze","ror":"https://ror.org/03kqpb082"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2780796324.pdf","grobid_xml":"https://content.openalex.org/works/W2780796324.grobid-xml"},"referenced_works_count":107,"referenced_works":["https://openalex.org/W25785297","https://openalex.org/W28412257","https://openalex.org/W36364317","https://openalex.org/W60686164","https://openalex.org/W101191439","https://openalex.org/W116375701","https://openalex.org/W123497112","https://openalex.org/W197077999","https://openalex.org/W268427563","https://openalex.org/W1484357764","https://openalex.org/W1494580925","https://openalex.org/W1495816984","https://openalex.org/W1496915407","https://openalex.org/W1519451279","https://openalex.org/W1520992199","https://openalex.org/W1533544838","https://openalex.org/W1566951847","https://openalex.org/W1567125377","https://openalex.org/W1580267071","https://openalex.org/W1659842140","https://openalex.org/W1678356000","https://openalex.org/W1918087345","https://openalex.org/W1925504357","https://openalex.org/W1971238016","https://openalex.org/W1973518536","https://openalex.org/W1980264541","https://openalex.org/W1981325283","https://openalex.org/W1985995090","https://openalex.org/W1989977256","https://openalex.org/W1994830145","https://openalex.org/W2005136695","https://openalex.org/W2007178835","https://openalex.org/W2009713869","https://openalex.org/W2013343792","https://openalex.org/W2015265162","https://openalex.org/W2031173026","https://openalex.org/W2065403658","https://openalex.org/W2070033304","https://openalex.org/W2079560958","https://openalex.org/W2087070363","https://openalex.org/W2093717447","https://openalex.org/W2095655959","https://openalex.org/W2097998348","https://openalex.org/W2098154993","https://openalex.org/W2100574699","https://openalex.org/W2102539288","https://openalex.org/W2102868042","https://openalex.org/W2106411961","https://openalex.org/W2109722477","https://openalex.org/W2111935653","https://openalex.org/W2115535763","https://openalex.org/W2124868070","https://openalex.org/W2124951716","https://openalex.org/W2125621954","https://openalex.org/W2130780296","https://openalex.org/W2132195786","https://openalex.org/W2136139971","https://openalex.org/W2145680191","https://openalex.org/W2145955992","https://openalex.org/W2151404708","https://openalex.org/W2152202164","https://openalex.org/W2153380237","https://openalex.org/W2157652935","https://openalex.org/W2158144742","https://openalex.org/W2165698076","https://openalex.org/W2181617870","https://openalex.org/W2234598170","https://openalex.org/W2304209433","https://openalex.org/W2341535507","https://openalex.org/W2345318549","https://openalex.org/W2346006176","https://openalex.org/W2402109343","https://openalex.org/W2407337888","https://openalex.org/W2487087946","https://openalex.org/W2521252293","https://openalex.org/W2527043897","https://openalex.org/W2548988175","https://openalex.org/W2553303224","https://openalex.org/W2574182127","https://openalex.org/W2583365339","https://openalex.org/W2912573428","https://openalex.org/W2912744730","https://openalex.org/W2912934387","https://openalex.org/W2963288913","https://openalex.org/W2963588848","https://openalex.org/W2963891150","https://openalex.org/W2990138404","https://openalex.org/W3106409770","https://openalex.org/W3120740533","https://openalex.org/W4252731897","https://openalex.org/W4284965601","https://openalex.org/W4285719527","https://openalex.org/W6614148910","https://openalex.org/W6628972468","https://openalex.org/W6629689645","https://openalex.org/W6634400139","https://openalex.org/W6661953458","https://openalex.org/W6674385629","https://openalex.org/W6676179485","https://openalex.org/W6676367512","https://openalex.org/W6678735051","https://openalex.org/W6703949738","https://openalex.org/W6713825806","https://openalex.org/W6808111085","https://openalex.org/W7035853150","https://openalex.org/W7043930894","https://openalex.org/W7055120948"],"related_works":["https://openalex.org/W4285741730","https://openalex.org/W4285046548","https://openalex.org/W4313488044","https://openalex.org/W3199608561","https://openalex.org/W3201464374","https://openalex.org/W4281757034","https://openalex.org/W4311847748","https://openalex.org/W4281560664","https://openalex.org/W2810053714","https://openalex.org/W4319309271"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}