{"id":"https://openalex.org/W1587294646","doi":"https://doi.org/10.1007/3-540-46084-5_123","title":"Multi-dimensional Function Approximation and Regression Estimation","display_name":"Multi-dimensional Function Approximation and Regression Estimation","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W1587294646","doi":"https://doi.org/10.1007/3-540-46084-5_123","mag":"1587294646"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-46084-5_123","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-46084-5_123","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/A5088555568","display_name":"Fernando P\u00e9rez\u2010Cruz","orcid":"https://orcid.org/0000-0001-8996-5076"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fernando P\u00e9rez-Cruz","raw_affiliation_strings":["Department of Signal Theory and Communications, University Carlos III, Avda. Universidad 30, 28911, Legan\u00e9s, (Madrid), SPAIN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, University Carlos III, Avda. Universidad 30, 28911, Legan\u00e9s, (Madrid), SPAIN","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039052506","display_name":"Gustau Camps\u2010Valls","orcid":"https://orcid.org/0000-0003-1683-2138"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gustavo Camps-Valls","raw_affiliation_strings":["Grup de Processament digital de Senyals, Universitat de, Val\u00e8ncia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grup de Processament digital de Senyals, Universitat de, Val\u00e8ncia","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063325355","display_name":"Emilio Soria\u2010Olivas","orcid":"https://orcid.org/0000-0002-9148-8405"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Emilio Soria-Olivas","raw_affiliation_strings":["Grup de Processament digital de Senyals, Universitat de, Val\u00e8ncia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Grup de Processament digital de Senyals, Universitat de, Val\u00e8ncia","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037777365","display_name":"Juan Jos\u00e9 P\u00e9rez Ruixo","orcid":"https://orcid.org/0000-0001-9890-745X"},"institutions":[{"id":"https://openalex.org/I4210126200","display_name":"Hospital Universitario Doctor Peset","ror":"https://ror.org/03971n288","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210126200"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Jos\u00e9 P\u00e9rez-Ruixo","raw_affiliation_strings":["Servei de Farm\u00e0cia, Hospital Universitari Dr. Peset, Val\u00e8ncia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Servei de Farm\u00e0cia, Hospital Universitari Dr. Peset, Val\u00e8ncia","institution_ids":["https://openalex.org/I4210126200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046532092","display_name":"An\u0131\u0301bal R. Figueiras-Vidal","orcid":"https://orcid.org/0000-0001-7068-9884"},"institutions":[{"id":"https://openalex.org/I4210126200","display_name":"Hospital Universitario Doctor Peset","ror":"https://ror.org/03971n288","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210126200"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"An\u00edbal R. Figueiras-Vidal","raw_affiliation_strings":["Servei de Farm\u00e0cia, Hospital Universitari Dr. Peset, Val\u00e8ncia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Servei de Farm\u00e0cia, Hospital Universitari Dr. Peset, Val\u00e8ncia","institution_ids":["https://openalex.org/I4210126200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074635079","display_name":"Antonio Art\u00e9s-Rodr\u0131\u0301guez","orcid":"https://orcid.org/0000-0001-6540-7109"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Art\u00e9s-Rodr\u00edguez","raw_affiliation_strings":["Department of Signal Theory and Communications, University Carlos III, Avda. Universidad 30, 28911, Legan\u00e9s, (Madrid), SPAIN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, University Carlos III, Avda. Universidad 30, 28911, Legan\u00e9s, (Madrid), SPAIN","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0047,"has_fulltext":false,"cited_by_count":107,"citation_normalized_percentile":{"value":0.77555459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"757","last_page":"762"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9995999932289124,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9947999715805054,"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/support-vector-machine","display_name":"Support vector machine","score":0.7921563386917114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7273789644241333},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6563646793365479},{"id":"https://openalex.org/keywords/karush\u2013kuhn\u2013tucker-conditions","display_name":"Karush\u2013Kuhn\u2013Tucker conditions","score":0.6037791967391968},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5991021990776062},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5141966342926025},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5052118897438049},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4595654606819153},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4471116065979004},{"id":"https://openalex.org/keywords/function-approximation","display_name":"Function approximation","score":0.43780165910720825},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3552808463573456},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.34289443492889404},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21877267956733704},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13243824243545532},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10651180148124695}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7921563386917114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7273789644241333},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6563646793365479},{"id":"https://openalex.org/C50454189","wikidata":"https://www.wikidata.org/wiki/Q2075125","display_name":"Karush\u2013Kuhn\u2013Tucker conditions","level":2,"score":0.6037791967391968},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5991021990776062},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5141966342926025},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5052118897438049},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4595654606819153},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4471116065979004},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.43780165910720825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3552808463573456},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.34289443492889404},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21877267956733704},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13243824243545532},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10651180148124695},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-46084-5_123","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-46084-5_123","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1560724230","https://openalex.org/W1574550116","https://openalex.org/W2123737232","https://openalex.org/W2148603752","https://openalex.org/W3012317737","https://openalex.org/W3023786531"],"related_works":["https://openalex.org/W2155858901","https://openalex.org/W4382519099","https://openalex.org/W2491194410","https://openalex.org/W2917933030","https://openalex.org/W1515727993","https://openalex.org/W2037179686","https://openalex.org/W2802398440","https://openalex.org/W2085074295","https://openalex.org/W2560333314","https://openalex.org/W1978311076"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
