{"id":"https://openalex.org/W2167467747","doi":"https://doi.org/10.1023/a:1021713901879","title":"Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results","display_name":"Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results","publication_year":2003,"publication_date":"2003-03-01","ids":{"openalex":"https://openalex.org/W2167467747","doi":"https://doi.org/10.1023/a:1021713901879","mag":"2167467747"},"language":"en","primary_location":{"id":"doi:10.1023/a:1021713901879","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1021713901879","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1021713901879.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/10.1023/A:1021713901879.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074059438","display_name":"Pavel Brazdil","orcid":"https://orcid.org/0000-0002-4720-0486"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Pavel B. Brazdil","raw_affiliation_strings":["LIACC/Faculty of Economics, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LIACC/Faculty of Economics, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058183984","display_name":"Carlos Soares","orcid":"https://orcid.org/0000-0003-4549-8917"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carlos Soares","raw_affiliation_strings":["LIACC/Faculty of Economics, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LIACC/Faculty of Economics, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073053643","display_name":"Joaquim Pinto da Costa","orcid":"https://orcid.org/0000-0002-3991-2715"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joaquim Pinto da Costa","raw_affiliation_strings":["LIACC/Faculty of Economics, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LIACC/Faculty of Economics, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074059438"],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":16.04,"has_fulltext":true,"cited_by_count":400,"citation_normalized_percentile":{"value":0.99090238,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"50","issue":"3","first_page":"251","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9901000261306763,"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":0.9901000261306763,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8296539783477783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7513858079910278},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.694259524345398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.606622040271759},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5482809543609619},{"id":"https://openalex.org/keywords/meta-learning","display_name":"Meta learning (computer science)","score":0.5371385812759399},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5200633406639099},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5006511211395264},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.4891102910041809},{"id":"https://openalex.org/keywords/ranking-svm","display_name":"Ranking SVM","score":0.4708777368068695},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4527589678764343},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.41149628162384033},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.15237963199615479}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8296539783477783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7513858079910278},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.694259524345398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.606622040271759},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5482809543609619},{"id":"https://openalex.org/C2781002164","wikidata":"https://www.wikidata.org/wiki/Q6822311","display_name":"Meta learning (computer science)","level":3,"score":0.5371385812759399},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5200633406639099},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5006511211395264},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.4891102910041809},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.4708777368068695},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4527589678764343},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.41149628162384033},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.15237963199615479},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1021713901879","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1021713901879","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1021713901879.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:10.1023/a:1021713901879","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1021713901879","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1021713901879.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":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2167467747.pdf"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W62151500","https://openalex.org/W69383807","https://openalex.org/W84882070","https://openalex.org/W162897784","https://openalex.org/W202978992","https://openalex.org/W236423566","https://openalex.org/W1485958089","https://openalex.org/W1494580925","https://openalex.org/W1502609738","https://openalex.org/W1503705371","https://openalex.org/W1516621661","https://openalex.org/W1517567737","https://openalex.org/W1519451279","https://openalex.org/W1520531476","https://openalex.org/W1528285574","https://openalex.org/W1533058732","https://openalex.org/W1535039099","https://openalex.org/W1539739406","https://openalex.org/W1549436606","https://openalex.org/W1555677953","https://openalex.org/W1558866804","https://openalex.org/W1575173659","https://openalex.org/W1601529450","https://openalex.org/W1604262624","https://openalex.org/W1638732406","https://openalex.org/W1670263352","https://openalex.org/W1689445748","https://openalex.org/W1865745194","https://openalex.org/W1998523455","https://openalex.org/W2038181716","https://openalex.org/W2076452041","https://openalex.org/W2084812512","https://openalex.org/W2104385314","https://openalex.org/W2110464191","https://openalex.org/W2117812871","https://openalex.org/W2123865363","https://openalex.org/W2135490657","https://openalex.org/W2137825550","https://openalex.org/W2142334564","https://openalex.org/W2157686535","https://openalex.org/W2165962877","https://openalex.org/W2179972436","https://openalex.org/W2563497165","https://openalex.org/W2800213048","https://openalex.org/W4210969899","https://openalex.org/W4231743109","https://openalex.org/W4248535023","https://openalex.org/W4292881157","https://openalex.org/W4300183642","https://openalex.org/W4301264738","https://openalex.org/W6602432875","https://openalex.org/W6603495668","https://openalex.org/W6629689645","https://openalex.org/W6630094177","https://openalex.org/W6632209058","https://openalex.org/W6634507694","https://openalex.org/W6636255377","https://openalex.org/W6637074454","https://openalex.org/W6680455300","https://openalex.org/W6738852829"],"related_works":["https://openalex.org/W3127142483","https://openalex.org/W2138488530","https://openalex.org/W2031468273","https://openalex.org/W2370100764","https://openalex.org/W4385565564","https://openalex.org/W2387658907","https://openalex.org/W2351112195","https://openalex.org/W4378464883","https://openalex.org/W2898073868","https://openalex.org/W2110822809"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":27},{"year":2018,"cited_by_count":23},{"year":2017,"cited_by_count":21},{"year":2016,"cited_by_count":26},{"year":2015,"cited_by_count":23},{"year":2014,"cited_by_count":19},{"year":2013,"cited_by_count":19},{"year":2012,"cited_by_count":20}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2016-06-24T00:00:00"}
