{"id":"https://openalex.org/W1976576119","doi":"https://doi.org/10.1007/s10994-013-5354-7","title":"Efficient regularized least-squares algorithms for conditional ranking on relational data","display_name":"Efficient regularized least-squares algorithms for conditional ranking on relational data","publication_year":2013,"publication_date":"2013-06-06","ids":{"openalex":"https://openalex.org/W1976576119","doi":"https://doi.org/10.1007/s10994-013-5354-7","mag":"1976576119"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-013-5354-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10994-013-5354-7","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021993986","display_name":"Tapio Pahikkala","orcid":"https://orcid.org/0000-0003-4183-2455"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]},{"id":"https://openalex.org/I183173800","display_name":"Turku Centre for Computer Science","ror":"https://ror.org/00vy7ed73","country_code":"FI","type":"facility","lineage":["https://openalex.org/I130217899","https://openalex.org/I155660961","https://openalex.org/I183173800"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Tapio Pahikkala","raw_affiliation_strings":["Department of Information Technology and Turku Centre for Computer Science, University of Turku, 20014, Turku, Finland","Department of Information Technology and Turku Centre for Computer Science, University of Turku, Turku, Finland 20014"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology and Turku Centre for Computer Science, University of Turku, 20014, Turku, Finland","institution_ids":["https://openalex.org/I155660961","https://openalex.org/I183173800"]},{"raw_affiliation_string":"Department of Information Technology and Turku Centre for Computer Science, University of Turku, Turku, Finland 20014","institution_ids":["https://openalex.org/I183173800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084144711","display_name":"Antti Airola","orcid":"https://orcid.org/0000-0002-1010-4386"},"institutions":[{"id":"https://openalex.org/I155660961","display_name":"University of Turku","ror":"https://ror.org/05vghhr25","country_code":"FI","type":"education","lineage":["https://openalex.org/I155660961"]},{"id":"https://openalex.org/I183173800","display_name":"Turku Centre for Computer Science","ror":"https://ror.org/00vy7ed73","country_code":"FI","type":"facility","lineage":["https://openalex.org/I130217899","https://openalex.org/I155660961","https://openalex.org/I183173800"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Antti Airola","raw_affiliation_strings":["Department of Information Technology and Turku Centre for Computer Science, University of Turku, 20014, Turku, Finland","Department of Information Technology and Turku Centre for Computer Science, University of Turku, Turku, Finland 20014"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology and Turku Centre for Computer Science, University of Turku, 20014, Turku, Finland","institution_ids":["https://openalex.org/I155660961","https://openalex.org/I183173800"]},{"raw_affiliation_string":"Department of Information Technology and Turku Centre for Computer Science, University of Turku, Turku, Finland 20014","institution_ids":["https://openalex.org/I183173800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079406761","display_name":"Michiel Stock","orcid":"https://orcid.org/0000-0003-0903-6061"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Michiel Stock","raw_affiliation_strings":["Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Coupure links 653, 9000, Ghent, Belgium","Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium 9000#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Coupure links 653, 9000, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium 9000#TAB#","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012437460","display_name":"Bernard De Baets","orcid":"https://orcid.org/0000-0002-3876-620X"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bernard De Baets","raw_affiliation_strings":["Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Coupure links 653, 9000, Ghent, Belgium","Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium 9000#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Coupure links 653, 9000, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium 9000#TAB#","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028945060","display_name":"Willem Waegeman","orcid":"https://orcid.org/0000-0002-5950-3003"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Willem Waegeman","raw_affiliation_strings":["Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Coupure links 653, 9000, Ghent, Belgium","Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium 9000#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Coupure links 653, 9000, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium 9000#TAB#","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021993986"],"corresponding_institution_ids":["https://openalex.org/I155660961","https://openalex.org/I183173800"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":8.3868,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.97051733,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"93","issue":"2-3","first_page":"321","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9983000159263611,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9983000159263611,"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/T11106","display_name":"Data Management and Algorithms","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.57486492395401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5104652643203735},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.48178407549858093},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4709276556968689},{"id":"https://openalex.org/keywords/iteratively-reweighted-least-squares","display_name":"Iteratively reweighted least squares","score":0.4289751648902893},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3857002258300781},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3604741096496582},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34740889072418213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34618180990219116},{"id":"https://openalex.org/keywords/non-linear-least-squares","display_name":"Non-linear least squares","score":0.26441866159439087},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22945648431777954},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.06659838557243347}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.57486492395401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5104652643203735},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.48178407549858093},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4709276556968689},{"id":"https://openalex.org/C126090379","wikidata":"https://www.wikidata.org/wiki/Q6094424","display_name":"Iteratively reweighted least squares","level":4,"score":0.4289751648902893},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3857002258300781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3604741096496582},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34740889072418213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34618180990219116},{"id":"https://openalex.org/C45923927","wikidata":"https://www.wikidata.org/wiki/Q3319230","display_name":"Non-linear least squares","level":3,"score":0.26441866159439087},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22945648431777954},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.06659838557243347},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10994-013-5354-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10994-013-5354-7","pdf_url":null,"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:archive.ugent.be:4167267","is_oa":false,"landing_page_url":"https://biblio.ugent.be/publication/4167267","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 0885-6125","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W86325011","https://openalex.org/W391578156","https://openalex.org/W623306076","https://openalex.org/W747911303","https://openalex.org/W995630646","https://openalex.org/W1488435683","https://openalex.org/W1496317909","https://openalex.org/W1505119859","https://openalex.org/W1510073064","https://openalex.org/W1522567247","https://openalex.org/W1541230581","https://openalex.org/W1552767446","https://openalex.org/W1569416391","https://openalex.org/W1570089119","https://openalex.org/W1698155719","https://openalex.org/W1755117326","https://openalex.org/W1765545080","https://openalex.org/W1866372755","https://openalex.org/W1907195750","https://openalex.org/W1922505179","https://openalex.org/W1952825535","https://openalex.org/W1964760312","https://openalex.org/W1973435495","https://openalex.org/W1997943123","https://openalex.org/W2002658919","https://openalex.org/W2008840001","https://openalex.org/W2014306710","https://openalex.org/W2015904350","https://openalex.org/W2030811942","https://openalex.org/W2035720976","https://openalex.org/W2047221353","https://openalex.org/W2073389244","https://openalex.org/W2074888914","https://openalex.org/W2077091631","https://openalex.org/W2082360590","https://openalex.org/W2083653245","https://openalex.org/W2091158010","https://openalex.org/W2093478900","https://openalex.org/W2097186405","https://openalex.org/W2099862356","https://openalex.org/W2101852873","https://openalex.org/W2102705755","https://openalex.org/W2103336901","https://openalex.org/W2104246902","https://openalex.org/W2104849640","https://openalex.org/W2105842272","https://openalex.org/W2106029302","https://openalex.org/W2108153239","https://openalex.org/W2109042199","https://openalex.org/W2110652811","https://openalex.org/W2111593814","https://openalex.org/W2117652582","https://openalex.org/W2122090912","https://openalex.org/W2125398996","https://openalex.org/W2127176025","https://openalex.org/W2128817214","https://openalex.org/W2133075481","https://openalex.org/W2139039274","https://openalex.org/W2141007997","https://openalex.org/W2145046271","https://openalex.org/W2149427297","https://openalex.org/W2150760714","https://openalex.org/W2153449455","https://openalex.org/W2155216327","https://openalex.org/W2162867699","https://openalex.org/W2218302223","https://openalex.org/W2288659286","https://openalex.org/W2315749593","https://openalex.org/W2595697910","https://openalex.org/W2610857016","https://openalex.org/W2912485311","https://openalex.org/W2997998108","https://openalex.org/W3038830718","https://openalex.org/W4235412787","https://openalex.org/W4253117982","https://openalex.org/W4285719527","https://openalex.org/W4299828299","https://openalex.org/W4394729942","https://openalex.org/W6619727252","https://openalex.org/W6675135005","https://openalex.org/W6677671969"],"related_works":["https://openalex.org/W1593064843","https://openalex.org/W4380487384","https://openalex.org/W2403457131","https://openalex.org/W4378552425","https://openalex.org/W2368062247","https://openalex.org/W2368345218","https://openalex.org/W2171417898","https://openalex.org/W2939592218","https://openalex.org/W2034819163","https://openalex.org/W1546276525"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
