{"id":"https://openalex.org/W2002925013","doi":"https://doi.org/10.1007/s00521-012-1022-2","title":"A primal method for multiple kernel learning","display_name":"A primal method for multiple kernel learning","publication_year":2012,"publication_date":"2012-07-11","ids":{"openalex":"https://openalex.org/W2002925013","doi":"https://doi.org/10.1007/s00521-012-1022-2","mag":"2002925013"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-012-1022-2","doi":"https://doi.org/10.1007/s00521-012-1022-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1022-2","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,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","is_traditional":true,"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/A5100396980","display_name":"Zhifeng Hao","orcid":"https://orcid.org/0000-0002-9713-7251","observed_orcids":["https://orcid.org/0000-0002-9713-7251","https://orcid.org/0000-0002-9257-2895"]},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifeng Hao","raw_affiliation_strings":["Faculty of Computer Science, Guangdong University of Technology, Guangzhou, People\u2019s Republic of China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, 510006, People\u2019s Republic of China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Guangdong University of Technology, Guangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I139024713"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, 510006, People\u2019s Republic of China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040011580","display_name":"Ganzhao Yuan","orcid":"https://orcid.org/0000-0002-2239-7315","observed_orcids":["https://orcid.org/0000-0002-2239-7315"]},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ganzhao Yuan","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, 510006, People\u2019s Republic of China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, People's Republic of China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, 510006, People\u2019s Republic of China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, People's Republic of China#TAB#","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101509084","display_name":"Xiaowei Yang","orcid":"https://orcid.org/0000-0002-1512-487X","observed_orcids":["https://orcid.org/0000-0002-1512-487X","https://orcid.org/0000-0002-3215-6961","https://orcid.org/0009-0002-2732-0111"]},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Yang","raw_affiliation_strings":["Department of Mathematics, South China University of Technology, Guangzhou, 510641, People\u2019s Republic of China","Department of Mathematics, South China University of Technology, Guangzhou, People's Republic of China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, South China University of Technology, Guangzhou, 510641, People\u2019s Republic of China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"Department of Mathematics, South China University of Technology, Guangzhou, People's Republic of China#TAB#","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102009885","display_name":"Zijie Chen","orcid":"https://orcid.org/0000-0001-6603-050X","observed_orcids":["https://orcid.org/0000-0001-6603-050X","https://orcid.org/0009-0000-1795-1492"]},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijie Chen","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, 510006, People\u2019s Republic of China","School of Computer Science and Engineering, South China University of Technology, Guangzhou, People's Republic of China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, 510006, People\u2019s Republic of China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, People's Republic of China#TAB#","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040011580"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":0.5114,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.65098331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"23","issue":"3-4","first_page":"975","last_page":"987"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.40450000762939453,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.40450000762939453,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.32350000739097595,"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":0.16099999845027924,"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/multiple-kernel-learning","display_name":"multiple kernel learning","score":1.0},{"id":"https://openalex.org/keywords/primal-optimization","display_name":"primal optimization","score":0.6779999732971191},{"id":"https://openalex.org/keywords/biconvex-optimization","display_name":"biconvex optimization","score":0.9459999799728394},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8149999976158142},{"id":"https://openalex.org/keywords/truncated-newton-method","display_name":"truncated Newton method","score":0.7519999742507935},{"id":"https://openalex.org/keywords/preconditioned-conjugate-gradient-method","display_name":"preconditioned conjugate gradient","score":0.9639999866485596},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"semi-supervised learning","score":0.9649999737739563},{"id":"https://openalex.org/keywords/convergence-analysis","display_name":"convergence analysis","score":0.47099998593330383}],"concepts":[{"id":"https://openalex.org/C203616005","wikidata":"https://www.wikidata.org/wiki/Q620495","display_name":"Hessian matrix","level":2,"score":0.7865979671478271},{"id":"https://openalex.org/C2776879701","wikidata":"https://www.wikidata.org/wiki/Q25048660","display_name":"Multiple kernel learning","level":4,"score":0.6427196264266968},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5813021659851074},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5714303255081177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5250893831253052},{"id":"https://openalex.org/C2681867","wikidata":"https://www.wikidata.org/wiki/Q690935","display_name":"Saddle point","level":2,"score":0.484253853559494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46126940846443176},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.44340649247169495},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.44251275062561035},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.4340522289276123},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.43289482593536377},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38734132051467896},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.37168169021606445},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3039083182811737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29064178466796875},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.17736807465553284},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-012-1022-2","doi":"https://doi.org/10.1007/s00521-012-1022-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1022-2","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,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W314961369","https://openalex.org/W1510073064","https://openalex.org/W1560724230","https://openalex.org/W1914219707","https://openalex.org/W1964590153","https://openalex.org/W1978259121","https://openalex.org/W2031823405","https://openalex.org/W2104472920","https://openalex.org/W2106503792","https://openalex.org/W2108198948","https://openalex.org/W2109534047","https://openalex.org/W2120137102","https://openalex.org/W2123224804","https://openalex.org/W2124541940","https://openalex.org/W2127069950","https://openalex.org/W2133026717","https://openalex.org/W2137285073","https://openalex.org/W2140069289","https://openalex.org/W2145295623","https://openalex.org/W2147898188","https://openalex.org/W2154462399","https://openalex.org/W2950926727"],"related_works":["https://openalex.org/W2278682511","https://openalex.org/W1992501715","https://openalex.org/W1984838032","https://openalex.org/W1988581925","https://openalex.org/W2150772522","https://openalex.org/W7096303942","https://openalex.org/W7099068570","https://openalex.org/W1521731131","https://openalex.org/W2048041841","https://openalex.org/W2081959343"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}