{"id":"https://openalex.org/W2061318564","doi":"https://doi.org/10.1016/s0165-0114(02)00514-6","title":"Support vector fuzzy regression machines","display_name":"Support vector fuzzy regression machines","publication_year":2003,"publication_date":"2003-05-13","ids":{"openalex":"https://openalex.org/W2061318564","doi":"https://doi.org/10.1016/s0165-0114(02)00514-6","mag":"2061318564"},"language":"en","primary_location":{"id":"doi:10.1016/s0165-0114(02)00514-6","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0165-0114(02)00514-6","pdf_url":null,"source":{"id":"https://openalex.org/S169411308","display_name":"Fuzzy Sets and Systems","issn_l":"0165-0114","issn":["0165-0114","1872-6801"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fuzzy Sets and Systems","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/A5062572464","display_name":"Dug Hun Hong","orcid":"https://orcid.org/0000-0001-8268-3551"},"institutions":[{"id":"https://openalex.org/I39705031","display_name":"Catholic University of Daegu","ror":"https://ror.org/04fxknd68","country_code":"KR","type":"education","lineage":["https://openalex.org/I39705031"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dug Hun Hong","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, Catholic University of Daegu, 330 Keumrak 1-ri Hayang-up Kyongsan, Kyungbuk 712 - 702, South Korea","School of Mechanical and Automotive Engineering, Catholic University of Daegu, 330 Keumrak 1-ri Hayang-up Kyongsan, Kyungbuk 712 - 702, South Korea#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, Catholic University of Daegu, 330 Keumrak 1-ri Hayang-up Kyongsan, Kyungbuk 712 - 702, South Korea","institution_ids":["https://openalex.org/I39705031"]},{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, Catholic University of Daegu, 330 Keumrak 1-ri Hayang-up Kyongsan, Kyungbuk 712 - 702, South Korea#TAB#","institution_ids":["https://openalex.org/I39705031"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041575206","display_name":"Changha Hwang","orcid":"https://orcid.org/0000-0003-1262-5051"},"institutions":[{"id":"https://openalex.org/I39705031","display_name":"Catholic University of Daegu","ror":"https://ror.org/04fxknd68","country_code":"KR","type":"education","lineage":["https://openalex.org/I39705031"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changha Hwang","raw_affiliation_strings":["Department of Statistical Information, Catholic University of Daegu, Kyungbuk 712 - 702, South Korea","Department of Statistical Information, Catholic University of Daegu, Kyungbuk 712-702, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Statistical Information, Catholic University of Daegu, Kyungbuk 712 - 702, South Korea","institution_ids":["https://openalex.org/I39705031"]},{"raw_affiliation_string":"Department of Statistical Information, Catholic University of Daegu, Kyungbuk 712-702, South Korea","institution_ids":["https://openalex.org/I39705031"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062572464"],"corresponding_institution_ids":["https://openalex.org/I39705031"],"apc_list":{"value":2600,"currency":"USD","value_usd":2600},"apc_paid":null,"fwci":5.9752,"has_fulltext":false,"cited_by_count":137,"citation_normalized_percentile":{"value":0.96740325,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"138","issue":"2","first_page":"271","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.995199978351593,"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/T10320","display_name":"Neural Networks and Applications","score":0.9868999719619751,"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":0.8423316478729248},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.7214540839195251},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6602042317390442},{"id":"https://openalex.org/keywords/bayesian-multivariate-linear-regression","display_name":"Bayesian multivariate linear regression","score":0.6386435627937317},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6089987754821777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5381357073783875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48768341541290283},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4643023610115051},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"Multivariate adaptive regression splines","score":0.4148727059364319},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39395958185195923},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.3434726893901825},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31163427233695984},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24766546487808228}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8423316478729248},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7214540839195251},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6602042317390442},{"id":"https://openalex.org/C64946054","wikidata":"https://www.wikidata.org/wiki/Q4874476","display_name":"Bayesian multivariate linear regression","level":3,"score":0.6386435627937317},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6089987754821777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5381357073783875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48768341541290283},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4643023610115051},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.4148727059364319},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39395958185195923},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.3434726893901825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31163427233695984},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24766546487808228}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/s0165-0114(02)00514-6","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0165-0114(02)00514-6","pdf_url":null,"source":{"id":"https://openalex.org/S169411308","display_name":"Fuzzy Sets and Systems","issn_l":"0165-0114","issn":["0165-0114","1872-6801"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fuzzy Sets and Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.105.819","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.105.819","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.svms.org/regression/HoHw02.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W582410855","https://openalex.org/W646851550","https://openalex.org/W1869391892","https://openalex.org/W1964357740","https://openalex.org/W2020610055","https://openalex.org/W2030904592","https://openalex.org/W2087347434","https://openalex.org/W2119821739","https://openalex.org/W2123737232","https://openalex.org/W2134265931","https://openalex.org/W2137226992","https://openalex.org/W2139212933","https://openalex.org/W2148603752","https://openalex.org/W2156909104","https://openalex.org/W2160448242","https://openalex.org/W2756701206","https://openalex.org/W3024451771","https://openalex.org/W3193477162","https://openalex.org/W4206686222","https://openalex.org/W4238919913","https://openalex.org/W4239510810","https://openalex.org/W6678557583"],"related_works":["https://openalex.org/W2189373804","https://openalex.org/W2074089485","https://openalex.org/W2082472634","https://openalex.org/W1991715599","https://openalex.org/W2065439233","https://openalex.org/W2784432193","https://openalex.org/W4320003038","https://openalex.org/W2483084822","https://openalex.org/W4386940938","https://openalex.org/W2768252186"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":9}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
