{"id":"https://openalex.org/W1608632528","doi":"https://doi.org/10.1007/978-3-540-73007-1_9","title":"Non-parametric Residual Variance Estimation in Supervised Learning","display_name":"Non-parametric Residual Variance Estimation in Supervised Learning","publication_year":2007,"publication_date":"2007-09-20","ids":{"openalex":"https://openalex.org/W1608632528","doi":"https://doi.org/10.1007/978-3-540-73007-1_9","mag":"1608632528"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-73007-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73007-1_9","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/A5081796069","display_name":"Elia Liiti\u00e4inen","orcid":null},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Elia Liiti\u00e4inen","raw_affiliation_strings":["Helsinki University of Technology - Lab. of Computer and Information Science, P.O. Box 5400, FI-2015 HUT - Espoo, Finland","Helsinki University of Technology, Lab. of Computer and Information Science, Espoo, Finland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki University of Technology - Lab. of Computer and Information Science, P.O. Box 5400, FI-2015 HUT - Espoo, Finland","institution_ids":[]},{"raw_affiliation_string":"Helsinki University of Technology, Lab. of Computer and Information Science, Espoo, Finland#TAB#","institution_ids":["https://openalex.org/I32943570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083632408","display_name":"Amaury Lendasse","orcid":"https://orcid.org/0000-0001-5410-4751"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Amaury Lendasse","raw_affiliation_strings":["Helsinki University of Technology - Lab. of Computer and Information Science, P.O. Box 5400, FI-2015 HUT - Espoo, Finland","Helsinki University of Technology, Lab. of Computer and Information Science, Espoo, Finland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki University of Technology - Lab. of Computer and Information Science, P.O. Box 5400, FI-2015 HUT - Espoo, Finland","institution_ids":[]},{"raw_affiliation_string":"Helsinki University of Technology, Lab. of Computer and Information Science, Espoo, Finland#TAB#","institution_ids":["https://openalex.org/I32943570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062016612","display_name":"Francesco Corona","orcid":"https://orcid.org/0000-0002-3615-1359"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Francesco Corona","raw_affiliation_strings":["Helsinki University of Technology - Lab. of Computer and Information Science, P.O. Box 5400, FI-2015 HUT - Espoo, Finland","Helsinki University of Technology, Lab. of Computer and Information Science, Espoo, Finland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki University of Technology - Lab. of Computer and Information Science, P.O. Box 5400, FI-2015 HUT - Espoo, Finland","institution_ids":[]},{"raw_affiliation_string":"Helsinki University of Technology, Lab. of Computer and Information Science, Espoo, Finland#TAB#","institution_ids":["https://openalex.org/I32943570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.8579,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.97395833,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9969000220298767,"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":0.9969000220298767,"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/T11236","display_name":"Control Systems and Identification","score":0.9950000047683716,"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"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.98580002784729,"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/estimator","display_name":"Estimator","score":0.7451863884925842},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7335852980613708},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.6399048566818237},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5959131121635437},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5794315338134766},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5471432209014893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5424036383628845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47602349519729614},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46744024753570557},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.41826897859573364},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.4178585410118103},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.41598576307296753},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41373759508132935},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3956485092639923},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35229840874671936},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27864617109298706},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24191376566886902}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7451863884925842},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7335852980613708},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.6399048566818237},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5959131121635437},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5794315338134766},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5471432209014893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5424036383628845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47602349519729614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46744024753570557},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.41826897859573364},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.4178585410118103},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.41598576307296753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41373759508132935},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3956485092639923},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35229840874671936},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27864617109298706},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24191376566886902},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-73007-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-73007-1_9","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:10.1.1.377.9143","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.377.9143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://research.ics.aalto.fi/eiml/Publications/Publication76.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W72622157","https://openalex.org/W1603293224","https://openalex.org/W1715842752","https://openalex.org/W2065563804","https://openalex.org/W2069137033","https://openalex.org/W2098604590","https://openalex.org/W2120097553","https://openalex.org/W2120875792","https://openalex.org/W2153856712","https://openalex.org/W3016001898","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W2560215812","https://openalex.org/W4366700029","https://openalex.org/W2949601986","https://openalex.org/W4313645560","https://openalex.org/W3122602933","https://openalex.org/W2950038056","https://openalex.org/W1544940847","https://openalex.org/W4231271795","https://openalex.org/W2289285490"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":20},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}