{"id":"https://openalex.org/W22012095","doi":"https://doi.org/10.1007/3-540-33019-4_8","title":"Generating Support Vector Machines Using Multi-Objective Optimization and Goal Programming","display_name":"Generating Support Vector Machines Using Multi-Objective Optimization and Goal Programming","publication_year":2006,"publication_date":"2006-05-19","ids":{"openalex":"https://openalex.org/W22012095","doi":"https://doi.org/10.1007/3-540-33019-4_8","mag":"22012095"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-33019-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-33019-4_8","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","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/A5074253379","display_name":"Hirotaka Nakayama","orcid":"https://orcid.org/0000-0003-3879-2931"},"institutions":[{"id":"https://openalex.org/I15991598","display_name":"Konan University","ror":"https://ror.org/059b5pb30","country_code":"JP","type":"education","lineage":["https://openalex.org/I15991598"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hirotaka Nakayama","raw_affiliation_strings":["Dept. of Information Science and Systems Engineering 8-9-1 Okamoto, Konan University, Higashinada, Kobe, 658-8501, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Information Science and Systems Engineering 8-9-1 Okamoto, Konan University, Higashinada, Kobe, 658-8501, Japan","institution_ids":["https://openalex.org/I15991598"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003652393","display_name":"Yeboon Yun","orcid":"https://orcid.org/0000-0001-8694-7219"},"institutions":[{"id":"https://openalex.org/I201933988","display_name":"Kagawa University","ror":"https://ror.org/04j7mzp05","country_code":"JP","type":"education","lineage":["https://openalex.org/I201933988"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yeboon Yun","raw_affiliation_strings":["Kagawa University, Kagawa, 761-0396, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kagawa University, Kagawa, 761-0396, Japan","institution_ids":["https://openalex.org/I201933988"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.5894,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97811751,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9990000128746033,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9990000128746033,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quadratic-programming","display_name":"Quadratic programming","score":0.7427075505256653},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7301085591316223},{"id":"https://openalex.org/keywords/goal-programming","display_name":"Goal programming","score":0.6608532667160034},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.6405735015869141},{"id":"https://openalex.org/keywords/nonlinear-programming","display_name":"Nonlinear programming","score":0.5347394347190857},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.5275332927703857},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4917960464954376},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4638177752494812},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46033793687820435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4564594626426697},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4397762417793274},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4066396951675415},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.3890119194984436}],"concepts":[{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.7427075505256653},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7301085591316223},{"id":"https://openalex.org/C61157135","wikidata":"https://www.wikidata.org/wiki/Q1345279","display_name":"Goal programming","level":2,"score":0.6608532667160034},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.6405735015869141},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.5347394347190857},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.5275332927703857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4917960464954376},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4638177752494812},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46033793687820435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4564594626426697},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4397762417793274},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4066396951675415},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.3890119194984436},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-33019-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-33019-4_8","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W78432547","https://openalex.org/W1560724230","https://openalex.org/W1563088657","https://openalex.org/W1974208065","https://openalex.org/W1992919040","https://openalex.org/W2008499862","https://openalex.org/W2021251556","https://openalex.org/W2036737894","https://openalex.org/W2042243997","https://openalex.org/W2051381803","https://openalex.org/W2065530260","https://openalex.org/W2073429525","https://openalex.org/W2119821739","https://openalex.org/W2148245374","https://openalex.org/W2148603752","https://openalex.org/W2158168236","https://openalex.org/W2158550687","https://openalex.org/W2161920802","https://openalex.org/W2165180486","https://openalex.org/W2798944314","https://openalex.org/W2802620382","https://openalex.org/W4285719527","https://openalex.org/W6629712293","https://openalex.org/W6633380371"],"related_works":["https://openalex.org/W2387241522","https://openalex.org/W4206704743","https://openalex.org/W4210895176","https://openalex.org/W4312674943","https://openalex.org/W2327930114","https://openalex.org/W4245653589","https://openalex.org/W1981698093","https://openalex.org/W2390817143","https://openalex.org/W436931041","https://openalex.org/W2167841171"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}