{"id":"https://openalex.org/W2001902660","doi":"https://doi.org/10.1007/s11063-011-9188-7","title":"On the Curse of Dimensionality in Supervised Learning of Smooth Regression Functions","display_name":"On the Curse of Dimensionality in Supervised Learning of Smooth Regression Functions","publication_year":2011,"publication_date":"2011-06-10","ids":{"openalex":"https://openalex.org/W2001902660","doi":"https://doi.org/10.1007/s11063-011-9188-7","mag":"2001902660"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-011-9188-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-011-9188-7","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"Neural Processing Letters","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/A5081796069","display_name":"Elia Liiti\u00e4inen","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Elia Liiti\u00e4inen","raw_affiliation_strings":["Department of Information and Computer Science, Aalto University School of Science and Technology, P.O. Box 15400, 00076, Aalto, Finland","Department of Information and Computer Science, Aalto University School of Science and Technology, Aalto, Finland 00076#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science and Technology, P.O. Box 15400, 00076, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science and Technology, Aalto, Finland 00076#TAB#","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062016612","display_name":"Francesco Corona","orcid":"https://orcid.org/0000-0002-3615-1359"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Francesco Corona","raw_affiliation_strings":["Department of Information and Computer Science, Aalto University School of Science and Technology, P.O. Box 15400, 00076, Aalto, Finland","Department of Information and Computer Science, Aalto University School of Science and Technology, Aalto, Finland 00076#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science and Technology, P.O. Box 15400, 00076, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science and Technology, Aalto, Finland 00076#TAB#","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083632408","display_name":"Amaury Lendasse","orcid":"https://orcid.org/0000-0001-5410-4751"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Amaury Lendasse","raw_affiliation_strings":["Department of Information and Computer Science, Aalto University School of Science and Technology, P.O. Box 15400, 00076, Aalto, Finland","Department of Information and Computer Science, Aalto University School of Science and Technology, Aalto, Finland 00076#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science and Technology, P.O. Box 15400, 00076, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science and Technology, Aalto, Finland 00076#TAB#","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.0468,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79278703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"34","issue":"2","first_page":"133","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10320","display_name":"Neural Networks and Applications","score":0.995199978351593,"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/T12676","display_name":"Machine Learning and ELM","score":0.9941999912261963,"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/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.9248986840248108},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6088221073150635},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5499463081359863},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5006833076477051},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.4921216368675232},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4625932574272156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4388878345489502},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4140614867210388},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4106261134147644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27187180519104004},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2024749219417572},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16448739171028137},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.07411634922027588}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.9248986840248108},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6088221073150635},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5499463081359863},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5006833076477051},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.4921216368675232},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4625932574272156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4388878345489502},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4140614867210388},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4106261134147644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27187180519104004},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2024749219417572},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16448739171028137},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.07411634922027588},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-011-9188-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-011-9188-7","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W391985582","https://openalex.org/W1515851193","https://openalex.org/W1536252645","https://openalex.org/W1540595950","https://openalex.org/W1576452626","https://openalex.org/W1580175113","https://openalex.org/W1594991866","https://openalex.org/W1680622244","https://openalex.org/W1746819321","https://openalex.org/W1992663365","https://openalex.org/W1993091561","https://openalex.org/W2028072219","https://openalex.org/W2033440610","https://openalex.org/W2038312747","https://openalex.org/W2038845890","https://openalex.org/W2077305791","https://openalex.org/W2105999656","https://openalex.org/W2107221565","https://openalex.org/W2121863487","https://openalex.org/W2166116275","https://openalex.org/W2808294686","https://openalex.org/W4211049957","https://openalex.org/W4245579540","https://openalex.org/W4254362479","https://openalex.org/W4255783720"],"related_works":["https://openalex.org/W1971753667","https://openalex.org/W2052275678","https://openalex.org/W1997271576","https://openalex.org/W2348187822","https://openalex.org/W2068208308","https://openalex.org/W2946992918","https://openalex.org/W2082669437","https://openalex.org/W2357858433","https://openalex.org/W4308706978","https://openalex.org/W2169537700"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
