{"id":"https://openalex.org/W2137649797","doi":"https://doi.org/10.1109/ijcnn.2003.1223721","title":"Robust optimization in support vector machine training with bounded errors","display_name":"Robust optimization in support vector machine training with bounded errors","publication_year":2004,"publication_date":"2004-03-23","ids":{"openalex":"https://openalex.org/W2137649797","doi":"https://doi.org/10.1109/ijcnn.2003.1223721","mag":"2137649797"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2003.1223721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","raw_type":"proceedings-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/A5024683744","display_name":"Theodore B. Trafali\u0307s","orcid":"https://orcid.org/0000-0001-6740-6337"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"T.B. Trafalis","raw_affiliation_strings":["Laboratory of Optimization and Intelligent Systems, School of Industrial Engineering, University of Oklahama, Norman, OK, USA","[Sch. of Ind. Eng., Oklahoma Univ., Norman, OK, USA]"],"affiliations":[{"raw_affiliation_string":"Laboratory of Optimization and Intelligent Systems, School of Industrial Engineering, University of Oklahama, Norman, OK, USA","institution_ids":[]},{"raw_affiliation_string":"[Sch. of Ind. Eng., Oklahoma Univ., Norman, OK, USA]","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058781415","display_name":"Samir A. Alwazzi","orcid":null},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S.A. Alwazzi","raw_affiliation_strings":["Laboratory of Optimization and Intelligent Systems, School of Industrial Engineering, University of Oklahama, Norman, OK, USA","[Sch. of Ind. Eng., Oklahoma Univ., Norman, OK, USA]"],"affiliations":[{"raw_affiliation_string":"Laboratory of Optimization and Intelligent Systems, School of Industrial Engineering, University of Oklahama, Norman, OK, USA","institution_ids":[]},{"raw_affiliation_string":"[Sch. of Ind. Eng., Oklahoma Univ., Norman, OK, USA]","institution_ids":["https://openalex.org/I8692664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024683744"],"corresponding_institution_ids":["https://openalex.org/I8692664"],"apc_list":null,"apc_paid":null,"fwci":3.5044,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92321041,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"2039","last_page":"2042"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9983999729156494,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9965999722480774,"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/T11236","display_name":"Control Systems and Identification","score":0.9965000152587891,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7857789993286133},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.7616356611251831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6407785415649414},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.5956981182098389},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5857459902763367},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.5237878561019897},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4793751537799835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4777630865573883},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"Relevance vector machine","score":0.4583631455898285},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4531271457672119},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4514639675617218},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.44568386673927307},{"id":"https://openalex.org/keywords/sequential-minimal-optimization","display_name":"Sequential minimal optimization","score":0.4213874340057373},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40504971146583557},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3101887106895447},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24768289923667908}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7857789993286133},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.7616356611251831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6407785415649414},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.5956981182098389},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5857459902763367},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.5237878561019897},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4793751537799835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4777630865573883},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.4583631455898285},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4531271457672119},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4514639675617218},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.44568386673927307},{"id":"https://openalex.org/C10719679","wikidata":"https://www.wikidata.org/wiki/Q2679145","display_name":"Sequential minimal optimization","level":3,"score":0.4213874340057373},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40504971146583557},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3101887106895447},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24768289923667908},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2003.1223721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1980801609","https://openalex.org/W1992155810","https://openalex.org/W1995285162","https://openalex.org/W2008229822","https://openalex.org/W2030255580","https://openalex.org/W2048679451","https://openalex.org/W2075665712","https://openalex.org/W2089105401","https://openalex.org/W2097596248","https://openalex.org/W2105235982","https://openalex.org/W2105433369","https://openalex.org/W2127331687","https://openalex.org/W2148603752","https://openalex.org/W2156909104","https://openalex.org/W2500266379","https://openalex.org/W4206428854"],"related_works":["https://openalex.org/W2372951866","https://openalex.org/W2386888822","https://openalex.org/W646378086","https://openalex.org/W2539940072","https://openalex.org/W2371524721","https://openalex.org/W2394447189","https://openalex.org/W2357423341","https://openalex.org/W2368756051","https://openalex.org/W2076653375","https://openalex.org/W2364362706"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"investigate":[4],"the":[5,8,20],"stability":[6],"of":[7,19],"linear":[9],"programming":[10],"Support":[11],"Vector":[12],"Machine":[13],"(LP-SVM)":[14],"solution":[15],"under":[16],"bounded":[17],"perturbations":[18],"input":[21],"data":[22],"using":[23],"a":[24],"robust":[25],"optimization":[26],"model.":[27],"Preliminary":[28],"experimental":[29],"results":[30],"are":[31],"presented":[32],"for":[33],"toy":[34],"and":[35],"real":[36],"world":[37],"data.":[38]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
