{"id":"https://openalex.org/W4408035631","doi":"https://doi.org/10.1142/s0218488525500102","title":"<i>v</i>-SVR with Imprecise Observations","display_name":"<i>v</i>-SVR with Imprecise Observations","publication_year":2025,"publication_date":"2025-02-28","ids":{"openalex":"https://openalex.org/W4408035631","doi":"https://doi.org/10.1142/s0218488525500102"},"language":"en","primary_location":{"id":"doi:10.1142/s0218488525500102","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488525500102","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based 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":null,"display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0002-3069-2656"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["College of Mathematics and Systems Science, Xinjiang University, Urumqi 830046, P.\u00a0R.\u00a0China"],"raw_orcid":"https://orcid.org/0000-0002-3069-2656","affiliations":[{"raw_affiliation_string":"College of Mathematics and Systems Science, Xinjiang University, Urumqi 830046, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077329757","display_name":"Yuhong Sheng","orcid":"https://orcid.org/0000-0001-7268-8519"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhong Sheng","raw_affiliation_strings":["College of Mathematics and Systems Science, Xinjiang University, Urumqi 830046, P.\u00a0R.\u00a0China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Systems Science, Xinjiang University, Urumqi 830046, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I96908189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I96908189"],"apc_list":null,"apc_paid":null,"fwci":3.1115,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.90568418,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"33","issue":"02","first_page":"235","last_page":"252"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9861000180244446,"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/mathematics","display_name":"Mathematics","score":0.29938775300979614}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29938775300979614}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218488525500102","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488525500102","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2330903558","display_name":null,"funder_award_id":".12061072","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5043438506","display_name":null,"funder_award_id":"62162059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5618915015","display_name":null,"funder_award_id":"12461102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1480215172","https://openalex.org/W1553407966","https://openalex.org/W1604938182","https://openalex.org/W1663792126","https://openalex.org/W1994807229","https://openalex.org/W2020832745","https://openalex.org/W2038190934","https://openalex.org/W2087347434","https://openalex.org/W2111874303","https://openalex.org/W2136967090","https://openalex.org/W2147965552","https://openalex.org/W2156909104","https://openalex.org/W2161920802","https://openalex.org/W2588587052","https://openalex.org/W2852697398","https://openalex.org/W2941273009","https://openalex.org/W3119156703","https://openalex.org/W3131466608","https://openalex.org/W3131625543","https://openalex.org/W3216454943","https://openalex.org/W4206830167","https://openalex.org/W4211007335","https://openalex.org/W4212774754","https://openalex.org/W4214553437","https://openalex.org/W4235802563","https://openalex.org/W4309325522","https://openalex.org/W4390545247"],"related_works":[],"abstract_inverted_index":{"Support":[0],"vector":[1],"regression":[2],"(SVR)":[3],"has":[4],"been":[5],"widely":[6],"used":[7],"in":[8,108,120],"academia":[9],"and":[10,23],"industry":[11],"with":[12,67,83,111],"excellent":[13],"performance.":[14],"Crisp":[15],"data":[16,32],"always":[17],"be":[18,60,123],"trained":[19],"by":[20],"classic":[21,27],"SVR":[22,28,58],"its":[24],"varieties.":[25],"However,":[26],"is":[29],"feeble":[30],"if":[31],"are":[33],"imprecise":[34,50,68,73,84],"or":[35,74],"low-quality.":[36],"Hence,":[37],"the":[38,43,49,78,93,101,118],"uncertainty":[39,63],"theory":[40],"emerged":[41],"as":[42],"times":[44],"require,":[45],"which":[46],"can":[47],"process":[48],"observations":[51,85],"well.":[52],"In":[53],"this":[54,121],"study,":[55],"a":[56,126],"novel":[57],"model":[59],"introduced":[61],"into":[62],"theory,":[64],"termed":[65],"v-SVR":[66,87],"observations,":[69],"designed":[70],"to":[71],"handle":[72],"low-quality":[75],"data.":[76],"Unlike":[77],"conventional":[79],"[Formula:":[80,96],"see":[81,97],"text]-SVR":[82],"approach,":[86],"offers":[88],"an":[89],"automated":[90],"computation":[91],"of":[92,117],"accuracy":[94],"parameter":[95,113],"text],":[98],"thereby":[99],"eliminating":[100],"need":[102],"for":[103],"manual":[104],"selection.":[105],"This":[106],"results":[107],"improved":[109],"performance":[110],"simplified":[112],"tuning.":[114],"The":[115],"effectiveness":[116],"approach":[119],"paper":[122],"demonstrated":[124],"through":[125],"numerical":[127],"example.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
