{"id":"https://openalex.org/W2797605530","doi":"https://doi.org/10.1007/s10479-018-2847-6","title":"Relaxed support vector regression","display_name":"Relaxed support vector regression","publication_year":2018,"publication_date":"2018-04-11","ids":{"openalex":"https://openalex.org/W2797605530","doi":"https://doi.org/10.1007/s10479-018-2847-6","mag":"2797605530"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-018-2847-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-018-2847-6","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"Annals of Operations Research","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/A5028054468","display_name":"Orestis P. Panagopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I197875241","display_name":"California State University, Stanislaus","ror":"https://ror.org/00ejm2g54","country_code":"US","type":"education","lineage":["https://openalex.org/I197875241"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Orestis P. Panagopoulos","raw_affiliation_strings":["Department of Computer Information Systems, California State University, Stanislaus, One University Circle, Turlock, CA, 95382, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, California State University, Stanislaus, One University Circle, Turlock, CA, 95382, USA","institution_ids":["https://openalex.org/I197875241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091900079","display_name":"Petros Xanthopoulos","orcid":"https://orcid.org/0000-0002-6633-5191"},"institutions":[{"id":"https://openalex.org/I99490713","display_name":"Stetson University","ror":"https://ror.org/01efrfk30","country_code":"US","type":"education","lineage":["https://openalex.org/I99490713"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Petros Xanthopoulos","raw_affiliation_strings":["Department of Decision and Information Sciences, Stetson University, 421 N. Woodland Blvd., DeLand, FL, 32723, USA"],"raw_orcid":"https://orcid.org/0000-0002-6633-5191","affiliations":[{"raw_affiliation_string":"Department of Decision and Information Sciences, Stetson University, 421 N. Woodland Blvd., DeLand, FL, 32723, USA","institution_ids":["https://openalex.org/I99490713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023519764","display_name":"Talayeh Razzaghi","orcid":"https://orcid.org/0000-0001-8052-9876"},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Talayeh Razzaghi","raw_affiliation_strings":["Department of Industrial Engineering, New Mexico State University, Box 30001/MSC 4230, Las Cruces, NM, 88003, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, New Mexico State University, Box 30001/MSC 4230, Las Cruces, NM, 88003, USA","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073884272","display_name":"Onur \u015eeref","orcid":"https://orcid.org/0000-0002-6918-1327"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Onur \u015eeref","raw_affiliation_strings":["Department of Business Information Technology, Virginia Polytechnic Institute and State University, 2060 Pamplin Hall, Blacksburg, VA, 24061, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Information Technology, Virginia Polytechnic Institute and State University, 2060 Pamplin Hall, Blacksburg, VA, 24061, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091900079"],"corresponding_institution_ids":["https://openalex.org/I99490713"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.5445,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.84473557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"276","issue":"1-2","first_page":"191","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9937999844551086,"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"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9937999844551086,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9926999807357788,"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/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/robust-regression","display_name":"Robust regression","score":0.7506697177886963},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6945481300354004},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6908015012741089},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6830011010169983},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.6374959349632263},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.6273507475852966},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5855430364608765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5082783102989197},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4811652600765228},{"id":"https://openalex.org/keywords/local-regression","display_name":"Local regression","score":0.480633407831192},{"id":"https://openalex.org/keywords/ordinary-least-squares","display_name":"Ordinary least squares","score":0.47346988320350647},{"id":"https://openalex.org/keywords/proper-linear-model","display_name":"Proper linear model","score":0.4244227111339569},{"id":"https://openalex.org/keywords/regression-diagnostic","display_name":"Regression diagnostic","score":0.4223068654537201},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41139674186706543},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3811988830566406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3113982379436493}],"concepts":[{"id":"https://openalex.org/C70259352","wikidata":"https://www.wikidata.org/wiki/Q1847839","display_name":"Robust regression","level":3,"score":0.7506697177886963},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6945481300354004},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6908015012741089},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6830011010169983},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.6374959349632263},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.6273507475852966},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5855430364608765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5082783102989197},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4811652600765228},{"id":"https://openalex.org/C60316415","wikidata":"https://www.wikidata.org/wiki/Q6664520","display_name":"Local regression","level":4,"score":0.480633407831192},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.47346988320350647},{"id":"https://openalex.org/C32224588","wikidata":"https://www.wikidata.org/wiki/Q7250175","display_name":"Proper linear model","level":4,"score":0.4244227111339569},{"id":"https://openalex.org/C57381214","wikidata":"https://www.wikidata.org/wiki/Q55631393","display_name":"Regression diagnostic","level":4,"score":0.4223068654537201},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41139674186706543},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3811988830566406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3113982379436493},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10479-018-2847-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-018-2847-6","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"Annals of Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:annopr:v:276:y:2019:i:1:d:10.1007_s10479-018-2847-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-018-2847-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W12822606","https://openalex.org/W153241469","https://openalex.org/W602522925","https://openalex.org/W1148494366","https://openalex.org/W1549707591","https://openalex.org/W1564037175","https://openalex.org/W1663973292","https://openalex.org/W1680392829","https://openalex.org/W1964357740","https://openalex.org/W1986241547","https://openalex.org/W1991790138","https://openalex.org/W2005648903","https://openalex.org/W2009086942","https://openalex.org/W2018868680","https://openalex.org/W2024937964","https://openalex.org/W2028901970","https://openalex.org/W2029469881","https://openalex.org/W2030351330","https://openalex.org/W2032838973","https://openalex.org/W2044670456","https://openalex.org/W2047028564","https://openalex.org/W2049058890","https://openalex.org/W2051404524","https://openalex.org/W2078304412","https://openalex.org/W2078339956","https://openalex.org/W2081951886","https://openalex.org/W2090218602","https://openalex.org/W2096994080","https://openalex.org/W2105628133","https://openalex.org/W2108807072","https://openalex.org/W2122825543","https://openalex.org/W2124470530","https://openalex.org/W2128864022","https://openalex.org/W2129249398","https://openalex.org/W2135046866","https://openalex.org/W2148603752","https://openalex.org/W2153562738","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2182722412","https://openalex.org/W2183883265","https://openalex.org/W2326591006","https://openalex.org/W2407873688","https://openalex.org/W2498631646","https://openalex.org/W2568374434","https://openalex.org/W2746444708","https://openalex.org/W2760368539","https://openalex.org/W2780074172","https://openalex.org/W2972445551","https://openalex.org/W2991197536","https://openalex.org/W3120421331","https://openalex.org/W3120740533","https://openalex.org/W4230599523","https://openalex.org/W4230674625","https://openalex.org/W4230681702","https://openalex.org/W4234698323","https://openalex.org/W4298304389","https://openalex.org/W4302599714","https://openalex.org/W6600518191","https://openalex.org/W6629510986"],"related_works":["https://openalex.org/W600390644","https://openalex.org/W2886532972","https://openalex.org/W623416330","https://openalex.org/W1572035581","https://openalex.org/W1557089904","https://openalex.org/W267133670","https://openalex.org/W4391071549","https://openalex.org/W1685088304","https://openalex.org/W4210660526","https://openalex.org/W4238233914"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
