{"id":"https://openalex.org/W1557550410","doi":"https://doi.org/10.1007/11736790_5","title":"Estimating Predictive Variances with Kernel Ridge Regression","display_name":"Estimating Predictive Variances with Kernel Ridge Regression","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1557550410","doi":"https://doi.org/10.1007/11736790_5","mag":"1557550410"},"language":"en","primary_location":{"id":"doi:10.1007/11736790_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11736790_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5063431577","display_name":"Gavin C. Cawley","orcid":"https://orcid.org/0000-0002-4118-9095"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Gavin C. Cawley","raw_affiliation_strings":["School of Computing Sciences, University of East Anglia, Norwich, NR4 7TJ, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computing Sciences, University of East Anglia, Norwich, NR4 7TJ, U.K","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045676942","display_name":"Nicola L. C. Talbot","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicola L. C. Talbot","raw_affiliation_strings":["School of Computing Sciences, University of East Anglia, Norwich, NR4 7TJ, U.K"],"affiliations":[{"raw_affiliation_string":"School of Computing Sciences, University of East Anglia, Norwich, NR4 7TJ, U.K","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075009867","display_name":"Olivier Chapelle","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112925","display_name":"Max Planck Institute for Biological Cybernetics","ror":"https://ror.org/026nmvv73","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210112925"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Olivier Chapelle","raw_affiliation_strings":["Max Plank Institute for Biological Cybernetics, 72076, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"Max Plank Institute for Biological Cybernetics, 72076, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210112925"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063431577"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.589,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92294013,"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":"56","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9973999857902527,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heteroscedasticity","display_name":"Heteroscedasticity","score":0.6086633205413818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5569307804107666},{"id":"https://openalex.org/keywords/principal-component-regression","display_name":"Principal component regression","score":0.5488007664680481},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5407258868217468},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5083910822868347},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4788653552532196},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4155470132827759},{"id":"https://openalex.org/keywords/kernel-regression","display_name":"Kernel regression","score":0.4101325273513794},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3783424496650696},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3306140899658203}],"concepts":[{"id":"https://openalex.org/C101104100","wikidata":"https://www.wikidata.org/wiki/Q1063540","display_name":"Heteroscedasticity","level":2,"score":0.6086633205413818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5569307804107666},{"id":"https://openalex.org/C74887250","wikidata":"https://www.wikidata.org/wiki/Q3455892","display_name":"Principal component regression","level":3,"score":0.5488007664680481},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5407258868217468},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5083910822868347},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4788653552532196},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4155470132827759},{"id":"https://openalex.org/C200695384","wikidata":"https://www.wikidata.org/wiki/Q1739319","display_name":"Kernel regression","level":3,"score":0.4101325273513794},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3783424496650696},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3306140899658203},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/11736790_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11736790_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.105.7110","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.105.7110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://eprints.pascal-network.org/archive/00001600/01/pcw2005a7_[0].pdf","raw_type":"text"},{"id":"pmh:oai:pure.mpg.de:item_1791059","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-0013-D237-D","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning Challenges. Evaluating Predictive Uncertainty, Visual Object Classification, and Recognising Tectual Entailment: First PASCAL Machine Learning Challenges Workshop, MLCW 2005, Southampton, UK, April 11-13, 2005","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1540155273","https://openalex.org/W1544729927","https://openalex.org/W1546090012","https://openalex.org/W1548032072","https://openalex.org/W1554663460","https://openalex.org/W1560021816","https://openalex.org/W1560724230","https://openalex.org/W1563088657","https://openalex.org/W1679864507","https://openalex.org/W1755117326","https://openalex.org/W1779471923","https://openalex.org/W1974385572","https://openalex.org/W1978996791","https://openalex.org/W1981276685","https://openalex.org/W2011873184","https://openalex.org/W2014158063","https://openalex.org/W2014725748","https://openalex.org/W2015904350","https://openalex.org/W2016251871","https://openalex.org/W2024228246","https://openalex.org/W2039698541","https://openalex.org/W2047028564","https://openalex.org/W2063941608","https://openalex.org/W2112081648","https://openalex.org/W2148603752","https://openalex.org/W2158471180","https://openalex.org/W2161767008","https://openalex.org/W2170078560","https://openalex.org/W2171428093","https://openalex.org/W2602256192","https://openalex.org/W3144619878","https://openalex.org/W4234698323","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W3124288427","https://openalex.org/W2164916371","https://openalex.org/W2024489202","https://openalex.org/W6404606","https://openalex.org/W2060290203","https://openalex.org/W2944714786","https://openalex.org/W1581933646","https://openalex.org/W2044772846","https://openalex.org/W1971083448","https://openalex.org/W2158168589"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
