{"id":"https://openalex.org/W1556694397","doi":"https://doi.org/10.1007/978-3-642-02478-8_42","title":"Creation of Specific-to-Problem Kernel Functions for Function Approximation","display_name":"Creation of Specific-to-Problem Kernel Functions for Function Approximation","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1556694397","doi":"https://doi.org/10.1007/978-3-642-02478-8_42","mag":"1556694397"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-02478-8_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02478-8_42","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/A5076724614","display_name":"G. Rubio","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Gin\u00e9s Rubio","raw_affiliation_strings":["Department of Computer Architecture and Technology, University of Granada, C/ Periodista Daniel Saucedo sn, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Technology, University of Granada, C/ Periodista Daniel Saucedo sn, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039951150","display_name":"H. Pomares","orcid":"https://orcid.org/0000-0002-8528-828X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"H\u00e9ctor Pomares","raw_affiliation_strings":["Department of Computer Architecture and Technology, University of Granada, C/ Periodista Daniel Saucedo sn, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Technology, University of Granada, C/ Periodista Daniel Saucedo sn, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089029287","display_name":"Ignacio Rojas","orcid":"https://orcid.org/0000-0002-1033-5635"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Rojas","raw_affiliation_strings":["Department of Computer Architecture and Technology, University of Granada, C/ Periodista Daniel Saucedo sn, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Technology, University of Granada, C/ Periodista Daniel Saucedo sn, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076166876","display_name":"Alberto Guill\u00e9n","orcid":"https://orcid.org/0000-0001-9918-3238"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Guill\u00e9n","raw_affiliation_strings":["Department of Computer Architecture and Technology, University of Granada, C/ Periodista Daniel Saucedo sn, 18071, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Architecture and Technology, University of Granada, C/ Periodista Daniel Saucedo sn, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076724614"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5789,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67147125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"335","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994000196456909,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994000196456909,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9970999956130981,"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/T10320","display_name":"Neural Networks and Applications","score":0.9955000281333923,"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/computer-science","display_name":"Computer science","score":0.702980637550354},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6722169518470764},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5258061289787292},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5205863118171692},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4920165240764618},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.4875866770744324},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.48411309719085693},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.47774094343185425},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.4669179916381836},{"id":"https://openalex.org/keywords/kernel-regression","display_name":"Kernel regression","score":0.45927223563194275},{"id":"https://openalex.org/keywords/variable-kernel-density-estimation","display_name":"Variable kernel density estimation","score":0.45921584963798523},{"id":"https://openalex.org/keywords/kernel-embedding-of-distributions","display_name":"Kernel embedding of distributions","score":0.42291468381881714},{"id":"https://openalex.org/keywords/hierarchical-rbf","display_name":"Hierarchical RBF","score":0.41371122002601624},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.39453327655792236},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.35454699397087097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3534944951534271},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2936890721321106},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17537662386894226},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10904410481452942},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.09313216805458069},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07285740971565247}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.702980637550354},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6722169518470764},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5258061289787292},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5205863118171692},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4920165240764618},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.4875866770744324},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.48411309719085693},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.47774094343185425},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.4669179916381836},{"id":"https://openalex.org/C200695384","wikidata":"https://www.wikidata.org/wiki/Q1739319","display_name":"Kernel regression","level":3,"score":0.45927223563194275},{"id":"https://openalex.org/C195699287","wikidata":"https://www.wikidata.org/wiki/Q7915722","display_name":"Variable kernel density estimation","level":4,"score":0.45921584963798523},{"id":"https://openalex.org/C134517425","wikidata":"https://www.wikidata.org/wiki/Q16000131","display_name":"Kernel embedding of distributions","level":4,"score":0.42291468381881714},{"id":"https://openalex.org/C182016430","wikidata":"https://www.wikidata.org/wiki/Q17029399","display_name":"Hierarchical RBF","level":4,"score":0.41371122002601624},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.39453327655792236},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.35454699397087097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3534944951534271},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2936890721321106},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17537662386894226},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10904410481452942},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.09313216805458069},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07285740971565247},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-02478-8_42","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02478-8_42","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":17,"referenced_works":["https://openalex.org/W53373509","https://openalex.org/W164706946","https://openalex.org/W1496317909","https://openalex.org/W1522350292","https://openalex.org/W1572747268","https://openalex.org/W1639032689","https://openalex.org/W1645302768","https://openalex.org/W1715842752","https://openalex.org/W1978917315","https://openalex.org/W1993091561","https://openalex.org/W2010334716","https://openalex.org/W2011966731","https://openalex.org/W2111276186","https://openalex.org/W2132958270","https://openalex.org/W2165962156","https://openalex.org/W3023540311","https://openalex.org/W4211049957"],"related_works":["https://openalex.org/W122742822","https://openalex.org/W2238481355","https://openalex.org/W3140785994","https://openalex.org/W4311138679","https://openalex.org/W2235806949","https://openalex.org/W1586225851","https://openalex.org/W4366733145","https://openalex.org/W2954526279","https://openalex.org/W2125264841","https://openalex.org/W1649547938"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}