{"id":"https://openalex.org/W2022068725","doi":"https://doi.org/10.1007/s00500-014-1390-x","title":"Incorporating prior knowledge and multi-kernel into linear programming support vector regression","display_name":"Incorporating prior knowledge and multi-kernel into linear programming support vector regression","publication_year":2014,"publication_date":"2014-07-29","ids":{"openalex":"https://openalex.org/W2022068725","doi":"https://doi.org/10.1007/s00500-014-1390-x","mag":"2022068725"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-014-1390-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-014-1390-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5086552393","display_name":"Jinzhu Zhou","orcid":"https://orcid.org/0000-0002-5930-3044"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinzhu Zhou","raw_affiliation_strings":["Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, Shaanxi, People\u2019s Republic of China","Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104234007","display_name":"Baoyan Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoyan Duan","raw_affiliation_strings":["Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, Shaanxi, People\u2019s Republic of China","Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100708592","display_name":"Jin Huang","orcid":"https://orcid.org/0000-0001-5747-8898"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Huang","raw_affiliation_strings":["Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, Shaanxi, People\u2019s Republic of China","Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100368048","display_name":"Na Li","orcid":"https://orcid.org/0000-0001-9545-3050"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Li","raw_affiliation_strings":["Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, Shaanxi, People\u2019s Republic of China","Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, Shaanxi, People\u2019s Republic of China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Electronic Equipment Structure Design of Ministry of Education, Xidian University, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5086552393"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":1.1545,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83609988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"19","issue":"7","first_page":"2047","last_page":"2061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9973999857902527,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6732965707778931},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.664126455783844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6595762372016907},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4634762704372406},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.4526765048503876},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.4461628794670105},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4132896065711975},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39436814188957214},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3785048723220825},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3547705113887787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3281676769256592},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1963023841381073}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6732965707778931},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.664126455783844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6595762372016907},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4634762704372406},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.4526765048503876},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.4461628794670105},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4132896065711975},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39436814188957214},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3785048723220825},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3547705113887787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3281676769256592},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1963023841381073},{"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/s00500-014-1390-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-014-1390-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W1584120419","https://openalex.org/W1601740268","https://openalex.org/W1964357740","https://openalex.org/W1967223302","https://openalex.org/W1970872742","https://openalex.org/W1972720427","https://openalex.org/W1973471573","https://openalex.org/W1979864228","https://openalex.org/W1984267214","https://openalex.org/W1988170970","https://openalex.org/W2009984955","https://openalex.org/W2011549892","https://openalex.org/W2031823405","https://openalex.org/W2038476006","https://openalex.org/W2039813705","https://openalex.org/W2042492570","https://openalex.org/W2070155243","https://openalex.org/W2071204941","https://openalex.org/W2074864627","https://openalex.org/W2090313502","https://openalex.org/W2104527472","https://openalex.org/W2108369677","https://openalex.org/W2108995755","https://openalex.org/W2127069950","https://openalex.org/W2131154631","https://openalex.org/W2139793825","https://openalex.org/W2144299089","https://openalex.org/W2145295623","https://openalex.org/W2154462399","https://openalex.org/W2156909104","https://openalex.org/W2158994553","https://openalex.org/W2163565462","https://openalex.org/W2168605133","https://openalex.org/W2171096262","https://openalex.org/W2185703560","https://openalex.org/W2325930814","https://openalex.org/W2523794430","https://openalex.org/W2992845957","https://openalex.org/W3037791049","https://openalex.org/W3119651796","https://openalex.org/W4233104424","https://openalex.org/W4236993164"],"related_works":["https://openalex.org/W2089892314","https://openalex.org/W1603091392","https://openalex.org/W4386075310","https://openalex.org/W2169565408","https://openalex.org/W2127229869","https://openalex.org/W3123056048","https://openalex.org/W2150638158","https://openalex.org/W2121506664","https://openalex.org/W2363184354","https://openalex.org/W1975707885"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
