{"id":"https://openalex.org/W2743282810","doi":"https://doi.org/10.3906/elk-1604-260","title":"Fuzzy support vector machine based on hyperbolas optimized by the quantum-inspired gravitational search algorithm","display_name":"Fuzzy support vector machine based on hyperbolas optimized by the quantum-inspired gravitational search algorithm","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2743282810","doi":"https://doi.org/10.3906/elk-1604-260","mag":"2743282810"},"language":"en","primary_location":{"id":"doi:10.3906/elk-1604-260","is_oa":false,"landing_page_url":"https://doi.org/10.3906/elk-1604-260","pdf_url":null,"source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","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/A5068762795","display_name":"Feng Ni","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Feng NI","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045855917","display_name":"Yuzhu He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuzhu HE","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5103166906","display_name":"Fei Jiang","orcid":"https://orcid.org/0000-0001-6244-7877"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fei JIANG","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068762795"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4081,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62900957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":null,"first_page":"3073","last_page":"3084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9663000106811523,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9663000106811523,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9556000232696533,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9383000135421753,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6123504042625427},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5953671336174011},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5611917972564697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5463273525238037},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5023069381713867},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49535003304481506},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4922153055667877},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47270652651786804},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.45614761114120483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45370668172836304},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34667325019836426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31978940963745117}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6123504042625427},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5953671336174011},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5611917972564697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5463273525238037},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5023069381713867},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49535003304481506},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4922153055667877},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47270652651786804},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45614761114120483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45370668172836304},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34667325019836426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31978940963745117},{"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3906/elk-1604-260","is_oa":false,"landing_page_url":"https://doi.org/10.3906/elk-1604-260","pdf_url":null,"source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.gov.tr:article/400703","is_oa":false,"landing_page_url":"http://dergipark.gov.tr/tbtkelektrik/issue/35785/400703","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n                                                                    Volume: 25, Issue: 4\\n                                                                                                    3073-3084\\n                                                                \\n                            ","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dergipark.org.tr:article/400703","is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/tbtkelektrik/issue/35785/400703","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n                                                                    Volume: 25, Issue: 4\\n                                                                                                    3073-3084\\n                                                                \\n                            ","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2090763504","https://openalex.org/W2357409937","https://openalex.org/W2978674666","https://openalex.org/W2074430941","https://openalex.org/W2113096305","https://openalex.org/W2580722822","https://openalex.org/W2349966087","https://openalex.org/W2380341745"],"abstract_inverted_index":{"Fuzzy":[0],"support":[1,114],"vector":[2,115],"machines":[3],"(FSVMs)":[4],"are":[5,61],"known":[6],"for":[7],"their":[8],"excellent":[9],"antinoise":[10],"performance,":[11],"but":[12],"there":[13],"is":[14,24,41,53,82,98],"no":[15],"general":[16],"rule":[17],"when":[18],"the":[19,35,48,51,64,74,96,102,118,124],"fuzzy":[20],"membership":[21],"function":[22],"(FMF)":[23],"set":[25],"up.":[26],"A":[27,69],"novel":[28],"FSVM":[29,119],"based":[30,120],"on":[31,121],"hyperbolas":[32],"optimized":[33,62],"by":[34,55,63,108],"quantum-inspired":[36,65],"gravitational":[37,66],"search":[38,67],"algorithm":[39],"(QGSH-FSVM)":[40],"proposed":[42,49,83],"to":[43,84,100,105],"handle":[44],"this":[45],"question.":[46],"In":[47],"QGSH-FSVM,":[50],"FMF":[52],"defined":[54],"two":[56],"disparate":[57],"hyperbolas,":[58],"whose":[59],"eccentricities":[60],"algorithm.":[68],"variable":[70],"called":[71],"diversity,":[72],"revealing":[73],"percentage":[75],"of":[76],"a":[77,127],"sample":[78,128],"in":[79,137,143],"different":[80,106],"classes,":[81],"distinguish":[85],"outliers":[86],"or":[87,123],"noises":[88],"from":[89],"valid":[90],"samples.":[91],"Experimental":[92],"results":[93],"confirm":[94],"that":[95],"QGSH-FSVM":[97],"able":[99],"provide":[101],"best":[103],"solutions":[104],"situations":[107],"optimizing":[109],"its":[110,130],"eccentricities.":[111],"The":[112],"traditional":[113],"machine":[116],"and":[117,129],"affinity":[122],"distance":[125],"between":[126],"cluster":[131],"center,":[132],"however,":[133],"can":[134],"only":[135],"succeed":[136],"some":[138],"particular":[139],"problems":[140],"while":[141],"failing":[142],"others.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-25T08:39:21.599409","created_date":"2025-10-10T00:00:00"}