{"id":"https://openalex.org/W3093741351","doi":"https://doi.org/10.1007/s00521-020-05419-z","title":"In-depth analysis of SVM kernel learning and its components","display_name":"In-depth analysis of SVM kernel learning and its components","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3093741351","doi":"https://doi.org/10.1007/s00521-020-05419-z","mag":"3093741351"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-05419-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05419-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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 Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/20.500.11824/1156","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001059406","display_name":"Ibai Roman","orcid":"https://orcid.org/0000-0003-3574-6681"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ibai Roman","raw_affiliation_strings":["Intelligent Systems Group, University of the Basque Country, UPV/EHU, Paseo Manuel de Lardizabal 1, 20018, Donostia, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Group, University of the Basque Country, UPV/EHU, Paseo Manuel de Lardizabal 1, 20018, Donostia, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034080501","display_name":"Roberto Santana","orcid":"https://orcid.org/0000-0002-1005-8535"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Santana","raw_affiliation_strings":["Intelligent Systems Group, University of the Basque Country, UPV/EHU, Paseo Manuel de Lardizabal 1, 20018, Donostia, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Group, University of the Basque Country, UPV/EHU, Paseo Manuel de Lardizabal 1, 20018, Donostia, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051966806","display_name":"Alexander Mendiburu","orcid":"https://orcid.org/0000-0002-7271-1931"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alexander Mendiburu","raw_affiliation_strings":["Intelligent Systems Group, University of the Basque Country, UPV/EHU, Paseo Manuel de Lardizabal 1, 20018, Donostia, Spain"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Group, University of the Basque Country, UPV/EHU, Paseo Manuel de Lardizabal 1, 20018, Donostia, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050500830","display_name":"Jos\u00e9 A. Lozano","orcid":"https://orcid.org/0000-0002-4683-8111"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I2802176441","display_name":"Basque Center for Applied Mathematics","ror":"https://ror.org/03b21sh32","country_code":"ES","type":"education","lineage":["https://openalex.org/I2802176441"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose A. Lozano","raw_affiliation_strings":["Basque Center for Applied Mathematics, BCAM, Alameda de Mazarredo 14, 48009, Bilbao, Spain","Intelligent Systems Group, University of the Basque Country, UPV/EHU, Paseo Manuel de Lardizabal 1, 20018, Donostia, Spain"],"affiliations":[{"raw_affiliation_string":"Basque Center for Applied Mathematics, BCAM, Alameda de Mazarredo 14, 48009, Bilbao, Spain","institution_ids":["https://openalex.org/I2802176441"]},{"raw_affiliation_string":"Intelligent Systems Group, University of the Basque Country, UPV/EHU, Paseo Manuel de Lardizabal 1, 20018, Donostia, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001059406"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.3736,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.84028849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"33","issue":"12","first_page":"6575","last_page":"6594"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.998199999332428,"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":0.998199999332428,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9952999949455261,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9898999929428101,"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":0.8026824593544006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7594054341316223},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7060861587524414},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.675082802772522},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6629074811935425},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.6129347681999207},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.5699372887611389},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5258902907371521},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5212945938110352},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.4861106872558594},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.45209863781929016},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4415208697319031},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.4312010109424591},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.364971399307251},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15530428290367126}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8026824593544006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7594054341316223},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7060861587524414},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.675082802772522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6629074811935425},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.6129347681999207},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.5699372887611389},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5258902907371521},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5212945938110352},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.4861106872558594},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.45209863781929016},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4415208697319031},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.4312010109424591},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.364971399307251},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15530428290367126},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-020-05419-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05419-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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 Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:dnet:bird________::2bb3a69d3928041956feba8dd5c47a6b","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11824/1156","pdf_url":"http://hdl.handle.net/20.500.11824/1156","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dnet:bird________::2bb3a69d3928041956feba8dd5c47a6b","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11824/1156","pdf_url":"http://hdl.handle.net/20.500.11824/1156","source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G51203471","display_name":null,"funder_award_id":"SEV-2017-0718","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G8829235293","display_name":null,"funder_award_id":"BERC 2018-2021","funder_id":"https://openalex.org/F4320321705","funder_display_name":"Eusko Jaurlaritza"}],"funders":[{"id":"https://openalex.org/F4320321705","display_name":"Eusko Jaurlaritza","ror":"https://ror.org/00pz2fp31"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3093741351.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W56743589","https://openalex.org/W185810578","https://openalex.org/W858134310","https://openalex.org/W1492832050","https://openalex.org/W1540570089","https://openalex.org/W1548626455","https://openalex.org/W1565746575","https://openalex.org/W1567012231","https://openalex.org/W1567512734","https://openalex.org/W1569369678","https://openalex.org/W1576818901","https://openalex.org/W1591346633","https://openalex.org/W1618905105","https://openalex.org/W1645302768","https://openalex.org/W1969163824","https://openalex.org/W1971421855","https://openalex.org/W1974758710","https://openalex.org/W1978917315","https://openalex.org/W1993772683","https://openalex.org/W2008757383","https://openalex.org/W2014158063","https://openalex.org/W2025126377","https://openalex.org/W2073630583","https://openalex.org/W2075298172","https://openalex.org/W2082220429","https://openalex.org/W2086875377","https://openalex.org/W2087347434","https://openalex.org/W2107324395","https://openalex.org/W2109042184","https://openalex.org/W2113238782","https://openalex.org/W2114013702","https://openalex.org/W2118483385","https://openalex.org/W2120862619","https://openalex.org/W2130451278","https://openalex.org/W2132958270","https://openalex.org/W2142959074","https://openalex.org/W2146359639","https://openalex.org/W2156909104","https://openalex.org/W2157791002","https://openalex.org/W2168175751","https://openalex.org/W2168420538","https://openalex.org/W2168978575","https://openalex.org/W2593649365","https://openalex.org/W2753976457","https://openalex.org/W2962731272","https://openalex.org/W2973651390","https://openalex.org/W3008664522","https://openalex.org/W3046364220","https://openalex.org/W3122330358","https://openalex.org/W3148714132","https://openalex.org/W4241727697"],"related_works":["https://openalex.org/W1603091392","https://openalex.org/W3123056048","https://openalex.org/W2095626363","https://openalex.org/W4389428786","https://openalex.org/W2079825755","https://openalex.org/W4389251307","https://openalex.org/W4386075310","https://openalex.org/W2089892314","https://openalex.org/W2361876834","https://openalex.org/W2392890851"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}