{"id":"https://openalex.org/W2953178376","doi":"https://doi.org/10.1117/12.2523103","title":"Meta-learning for resampling recommendation systems","display_name":"Meta-learning for resampling recommendation systems","publication_year":2019,"publication_date":"2019-03-15","ids":{"openalex":"https://openalex.org/W2953178376","doi":"https://doi.org/10.1117/12.2523103","mag":"2953178376"},"language":"en","primary_location":{"id":"doi:10.1117/12.2523103","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2523103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eleventh International Conference on Machine Vision (ICMV 2018)","raw_type":"proceedings-article"},"type":"article","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/A5098104380","display_name":"Dmitry Smoliakov","orcid":null},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Dmitry Smoliakov","raw_affiliation_strings":["Skolkovo Institute of Science and Technology (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Russian Federation)","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056141660","display_name":"Alexander Korotin","orcid":"https://orcid.org/0000-0003-4286-925X"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Korotin","raw_affiliation_strings":["Skolkovo Institute of Science and Technology (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Russian Federation)","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098346969","display_name":"Pavel Erifeev","orcid":null},"institutions":[{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Pavel Erifeev","raw_affiliation_strings":["Moscow Institute of Physics and Technology (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Moscow Institute of Physics and Technology (Russian Federation)","institution_ids":["https://openalex.org/I153845743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001266957","display_name":"Artem Papanov","orcid":null},"institutions":[{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Artem Papanov","raw_affiliation_strings":["Moscow Institute of Physics and Technology (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Moscow Institute of Physics and Technology (Russian Federation)","institution_ids":["https://openalex.org/I153845743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088950452","display_name":"Evgeny Burnaev","orcid":"https://orcid.org/0000-0001-8424-0690"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Evgeny Burnaev","raw_affiliation_strings":["Skolkovo Institute of Science and Technology (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Russian Federation)","institution_ids":["https://openalex.org/I125989756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5098104380"],"corresponding_institution_ids":["https://openalex.org/I125989756"],"apc_list":null,"apc_paid":null,"fwci":2.2402,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.90837789,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9988999962806702,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9918000102043152,"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/resampling","display_name":"Resampling","score":0.9655689597129822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7238408923149109},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.575297474861145},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5346682667732239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5289566516876221},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5075200796127319},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4189492464065552}],"concepts":[{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.9655689597129822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7238408923149109},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.575297474861145},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5346682667732239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5289566516876221},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5075200796127319},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4189492464065552}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2523103","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2523103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eleventh International Conference on Machine Vision (ICMV 2018)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1588282782","https://openalex.org/W1831729862","https://openalex.org/W1974079881","https://openalex.org/W1989989024","https://openalex.org/W2010770252","https://openalex.org/W2035055162","https://openalex.org/W2096945460","https://openalex.org/W2119498311","https://openalex.org/W2122379760","https://openalex.org/W2148143831","https://openalex.org/W2150652579","https://openalex.org/W2163212577","https://openalex.org/W2167467747","https://openalex.org/W2334028018","https://openalex.org/W2787894218","https://openalex.org/W2964335024","https://openalex.org/W3104738424","https://openalex.org/W3125937743","https://openalex.org/W4206830099","https://openalex.org/W4238253530","https://openalex.org/W6603460400","https://openalex.org/W6605907934","https://openalex.org/W6631248822","https://openalex.org/W6633571703","https://openalex.org/W6636604576","https://openalex.org/W6638557778","https://openalex.org/W6679745481","https://openalex.org/W6688309564","https://openalex.org/W6727958836","https://openalex.org/W6749659833"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W3008199583","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4205958290"],"abstract_inverted_index":{"One":[0],"possible":[1],"approach":[2,77],"to":[3,12,18,25,78,87],"tackle":[4],"the":[5,39,46,52,79,84,99],"class":[6],"imbalance":[7],"in":[8],"classification":[9],"tasks":[10],"is":[11,61,66],"resample":[13],"a":[14],"training":[15],"dataset,":[16],"i.e.,":[17,92],"drop":[19],"some":[20],"of":[21,41,48,67,101],"its":[22],"elements":[23],"or":[24],"synthesize":[26],"new":[27],"ones.":[28],"There":[29],"exist":[30],"several":[31],"widely-used":[32],"resampling":[33,42,53,60,80,89,95],"methods.":[34],"Recent":[35],"research":[36],"showed":[37],"that":[38],"choice":[40],"method":[43],"significantly":[44],"affects":[45],"quality":[47],"classification,":[49],"which":[50],"raises":[51],"selection":[54],"problem.":[55],"Exhaustive":[56],"search":[57],"for":[58,96],"optimal":[59],"time-consuming":[62],"and":[63],"hence":[64],"it":[65],"limited":[68],"use.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73],"describe":[74],"an":[75],"alternative":[76],"selection.":[81],"We":[82],"follow":[83],"meta-learning":[85],"concept":[86],"build":[88],"recommendation":[90],"systems,":[91],"algorithms":[93],"recommending":[94],"datasets":[97],"on":[98],"basis":[100],"their":[102],"properties.":[103]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}