{"id":"https://openalex.org/W1822476439","doi":"https://doi.org/10.1007/978-3-540-28633-2_32","title":"Feature Selection for Multi-class Problems Using Support Vector Machines","display_name":"Feature Selection for Multi-class Problems Using Support Vector Machines","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1822476439","doi":"https://doi.org/10.1007/978-3-540-28633-2_32","mag":"1822476439"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-28633-2_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-28633-2_32","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/A5089711319","display_name":"Guozheng Li","orcid":"https://orcid.org/0000-0001-5568-0347"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guo-Zheng Li","raw_affiliation_strings":["Institute of Image Processing & Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China, 200030"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing & Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China, 200030","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404947","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0003-4801-7162"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Institute of Image Processing & Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China, 200030"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing & Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China, 200030","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100320478","display_name":"Shuai Liu","orcid":"https://orcid.org/0000-0002-0699-2296"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo-Ping Liu","raw_affiliation_strings":["Institute of Image Processing & Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China, 200030"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing & Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China, 200030","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100372201","display_name":"Xue Li","orcid":"https://orcid.org/0000-0002-4515-6792"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Xue","raw_affiliation_strings":["Institute of Image Processing & Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China, 200030"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing & Pattern Recognition, Shanghai Jiao Tong University, Shanghai, China, 200030","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089711319"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.1651,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.93077874,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"292","last_page":"300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9997000098228455,"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":0.9997000098228455,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.996999979019165,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9894999861717224,"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":0.8492107391357422},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7944547533988953},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7872270941734314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7029547691345215},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5857402086257935},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5807530879974365},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5744691491127014},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5738656520843506},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5353790521621704},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5263582468032837},{"id":"https://openalex.org/keywords/structured-support-vector-machine","display_name":"Structured support vector machine","score":0.5221324563026428},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.5110193490982056},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5022554397583008},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.48538243770599365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41216039657592773},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09120473265647888}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8492107391357422},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7944547533988953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7872270941734314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7029547691345215},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5857402086257935},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5807530879974365},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5744691491127014},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5738656520843506},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5353790521621704},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5263582468032837},{"id":"https://openalex.org/C125168437","wikidata":"https://www.wikidata.org/wiki/Q7625184","display_name":"Structured support vector machine","level":3,"score":0.5221324563026428},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.5110193490982056},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5022554397583008},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.48538243770599365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41216039657592773},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09120473265647888},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-28633-2_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-28633-2_32","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.90.9117","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.90.9117","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cs1.shu.edu.cn/gzli/publication/pricai04.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W1564518192","https://openalex.org/W1601740268","https://openalex.org/W1667072054","https://openalex.org/W1910442470","https://openalex.org/W1992616163","https://openalex.org/W1994530392","https://openalex.org/W2006252838","https://openalex.org/W2014158063","https://openalex.org/W2017337590","https://openalex.org/W2084812512","https://openalex.org/W2097839764","https://openalex.org/W2113668251","https://openalex.org/W2114766824","https://openalex.org/W2116948717","https://openalex.org/W2118286367","https://openalex.org/W2119479037","https://openalex.org/W2120216197","https://openalex.org/W2120515362","https://openalex.org/W2124583192","https://openalex.org/W2124776405","https://openalex.org/W2133462743","https://openalex.org/W2143426320","https://openalex.org/W2145085734","https://openalex.org/W2148603752","https://openalex.org/W2149684865","https://openalex.org/W2172000360","https://openalex.org/W2505312721","https://openalex.org/W2598912124","https://openalex.org/W2982720039","https://openalex.org/W4214489032","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4291214623","https://openalex.org/W2119118554","https://openalex.org/W2683383161","https://openalex.org/W2352397209","https://openalex.org/W2528215262","https://openalex.org/W2189588699","https://openalex.org/W2565312173","https://openalex.org/W147281455","https://openalex.org/W2387907531","https://openalex.org/W2544750528"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
