{"id":"https://openalex.org/W2198485769","doi":"https://doi.org/10.1007/978-3-642-39736-3_12","title":"Robust Feature Selection for SVMs under Uncertain Data","display_name":"Robust Feature Selection for SVMs under Uncertain Data","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2198485769","doi":"https://doi.org/10.1007/978-3-642-39736-3_12","mag":"2198485769"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-39736-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-39736-3_12","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/A5042936176","display_name":"Hoai An Le Thi","orcid":"https://orcid.org/0000-0002-2239-2100"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hoai An Le Thi","raw_affiliation_strings":["Laboratory of Theoretical and Applied Computer Science EA 3097, University of Lorraine, Ile de Saulcy, 57045, Metz, France","Lorraine Research Laboratory in Computer Science and Its Applications, CNRS UMR 7503, University of Lorraine, 54506, Nancy, France"],"affiliations":[{"raw_affiliation_string":"Laboratory of Theoretical and Applied Computer Science EA 3097, University of Lorraine, Ile de Saulcy, 57045, Metz, France","institution_ids":["https://openalex.org/I90183372"]},{"raw_affiliation_string":"Lorraine Research Laboratory in Computer Science and Its Applications, CNRS UMR 7503, University of Lorraine, 54506, Nancy, France","institution_ids":["https://openalex.org/I4210121838","https://openalex.org/I90183372","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089558322","display_name":"Xuan Thanh Vo","orcid":"https://orcid.org/0000-0001-9147-724X"},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xuan Thanh Vo","raw_affiliation_strings":["Laboratory of Theoretical and Applied Computer Science EA 3097, University of Lorraine, Ile de Saulcy, 57045, Metz, France"],"affiliations":[{"raw_affiliation_string":"Laboratory of Theoretical and Applied Computer Science EA 3097, University of Lorraine, Ile de Saulcy, 57045, Metz, France","institution_ids":["https://openalex.org/I90183372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112593835","display_name":"Tao Pham Dinh","orcid":null},"institutions":[{"id":"https://openalex.org/I196454796","display_name":"Institut National des Sciences Appliqu\u00e9es de Toulouse","ror":"https://ror.org/01h8pf755","country_code":"FR","type":"education","lineage":["https://openalex.org/I196454796","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tao Pham Dinh","raw_affiliation_strings":["Laboratory of Mathematics, National Institute for Applied Sciences-Rouen, Avenue de l\u2019Universit\u00e9, 76801, Saint-Etienne-du-Rouvray cedex, France","Laboratory of Mathematics, National Institute for Applied Sciences-Rouen, Avenue de l'Universit\u00e9, 76801, Saint-Etienne-du-Rouvray cedex, France"],"affiliations":[{"raw_affiliation_string":"Laboratory of Mathematics, National Institute for Applied Sciences-Rouen, Avenue de l\u2019Universit\u00e9, 76801, Saint-Etienne-du-Rouvray cedex, France","institution_ids":["https://openalex.org/I88814501"]},{"raw_affiliation_string":"Laboratory of Mathematics, National Institute for Applied Sciences-Rouen, Avenue de l'Universit\u00e9, 76801, Saint-Etienne-du-Rouvray cedex, France","institution_ids":["https://openalex.org/I88814501","https://openalex.org/I196454796"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042936176"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210121838","https://openalex.org/I90183372"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.2202,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95850622,"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":"151","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9962999820709229,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9962999820709229,"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/T11236","display_name":"Control Systems and Identification","score":0.9921000003814697,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7109560966491699},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.673667311668396},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.5033487677574158},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.4924715459346771},{"id":"https://openalex.org/keywords/ellipsoid","display_name":"Ellipsoid","score":0.48226338624954224},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4812695384025574},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4755796492099762},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4648852050304413},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.4629415273666382},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4546331763267517},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.40970921516418457},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4031112790107727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.353213369846344},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3241453468799591},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18335646390914917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7109560966491699},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.673667311668396},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.5033487677574158},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.4924715459346771},{"id":"https://openalex.org/C57489055","wikidata":"https://www.wikidata.org/wiki/Q190046","display_name":"Ellipsoid","level":2,"score":0.48226338624954224},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4812695384025574},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4755796492099762},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4648852050304413},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.4629415273666382},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4546331763267517},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.40970921516418457},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4031112790107727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.353213369846344},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3241453468799591},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18335646390914917},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-642-39736-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-39736-3_12","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:HAL:hal-03213415v1","is_oa":false,"landing_page_url":"https://hal.univ-lorraine.fr/hal-03213415","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Data Mining. Applications and Theoretical Aspects. Lecture Notes in Computer Science, 7987, pp.151-165, 2013, ⟨10.1007/978-3-642-39736-3_12⟩","raw_type":"Book sections"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/35640","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/35640","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Data Mining. Applications and Theoretical Aspects. Lecture Notes in Computer Science","raw_type":"Chapitre d'ouvrage"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W150789891","https://openalex.org/W1526638626","https://openalex.org/W1580121951","https://openalex.org/W1589133845","https://openalex.org/W1965073581","https://openalex.org/W1981276685","https://openalex.org/W1990494141","https://openalex.org/W1996657094","https://openalex.org/W2000818163","https://openalex.org/W2006079335","https://openalex.org/W2016070412","https://openalex.org/W2037984448","https://openalex.org/W2044297353","https://openalex.org/W2051381803","https://openalex.org/W2051664786","https://openalex.org/W2066651522","https://openalex.org/W2089343684","https://openalex.org/W2097584995","https://openalex.org/W2102943360","https://openalex.org/W2109363337","https://openalex.org/W2130399617","https://openalex.org/W2142114717","https://openalex.org/W2147609908","https://openalex.org/W2162152253","https://openalex.org/W2166765763","https://openalex.org/W2340859457","https://openalex.org/W2595840341","https://openalex.org/W3120740533","https://openalex.org/W4248027363","https://openalex.org/W4251616545"],"related_works":["https://openalex.org/W2370463667","https://openalex.org/W3149055374","https://openalex.org/W2216231335","https://openalex.org/W2053131036","https://openalex.org/W4386254288","https://openalex.org/W4292572523","https://openalex.org/W2809352861","https://openalex.org/W2056349093","https://openalex.org/W2952007803","https://openalex.org/W2919687292"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}