{"id":"https://openalex.org/W3037210563","doi":"https://doi.org/10.3390/sym12071061","title":"Data Analysis Approach for Incomplete Interval-Valued Intuitionistic Fuzzy Soft Sets","display_name":"Data Analysis Approach for Incomplete Interval-Valued Intuitionistic Fuzzy Soft Sets","publication_year":2020,"publication_date":"2020-06-27","ids":{"openalex":"https://openalex.org/W3037210563","doi":"https://doi.org/10.3390/sym12071061","mag":"3037210563"},"language":"en","primary_location":{"id":"doi:10.3390/sym12071061","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12071061","pdf_url":"https://www.mdpi.com/2073-8994/12/7/1061/pdf?version=1594034055","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/12/7/1061/pdf?version=1594034055","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047002005","display_name":"Hongwu Qin","orcid":"https://orcid.org/0000-0001-5330-5711"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwu Qin","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395264","display_name":"Huifang Li","orcid":"https://orcid.org/0000-0002-7963-3702"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huifang Li","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091461961","display_name":"Xiuqin Ma","orcid":"https://orcid.org/0000-0003-1569-460X"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiuqin Ma","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China"],"raw_orcid":"https://orcid.org/0000-0003-1569-460X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102352820","display_name":"Zhangyun Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangyun Gong","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102952819","display_name":"Yuntao Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuntao Cheng","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044699912","display_name":"Qinghua Fei","orcid":null},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghua Fei","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou 730070, China","institution_ids":["https://openalex.org/I68986083"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091461961"],"corresponding_institution_ids":["https://openalex.org/I68986083"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":1.6726,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85377911,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"12","issue":"7","first_page":"1061","last_page":"1061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11671","display_name":"Fuzzy and Soft Set Theory","score":0.9997000098228455,"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/T11671","display_name":"Fuzzy and Soft Set Theory","score":0.9997000098228455,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9634000062942505,"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/T11727","display_name":"Advanced Algebra and Logic","score":0.9296000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/soft-set","display_name":"Soft set","score":0.722664475440979},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6744654178619385},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.5414623618125916},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5326827168464661},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5231605768203735},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5226469039916992},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5174687504768372},{"id":"https://openalex.org/keywords/degree","display_name":"Degree (music)","score":0.508216142654419},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4736964702606201},{"id":"https://openalex.org/keywords/uncertain-data","display_name":"Uncertain data","score":0.43754512071609497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4238913953304291},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38896793127059937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2578793168067932},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1528664231300354},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07525616884231567}],"concepts":[{"id":"https://openalex.org/C2777037408","wikidata":"https://www.wikidata.org/wiki/Q4310193","display_name":"Soft set","level":3,"score":0.722664475440979},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6744654178619385},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5414623618125916},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5326827168464661},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5231605768203735},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5226469039916992},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5174687504768372},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.508216142654419},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4736964702606201},{"id":"https://openalex.org/C2778865114","wikidata":"https://www.wikidata.org/wiki/Q7882489","display_name":"Uncertain data","level":2,"score":0.43754512071609497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4238913953304291},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38896793127059937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2578793168067932},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1528664231300354},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07525616884231567},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/sym12071061","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12071061","pdf_url":"https://www.mdpi.com/2073-8994/12/7/1061/pdf?version=1594034055","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:303a86cb7cf34e73993d9a219c7bbd92","is_oa":true,"landing_page_url":"https://doaj.org/article/303a86cb7cf34e73993d9a219c7bbd92","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 12, Iss 7, p 1061 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/12/7/1061/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/sym12071061","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym12071061","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym12071061","pdf_url":"https://www.mdpi.com/2073-8994/12/7/1061/pdf?version=1594034055","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3037210563.pdf","grobid_xml":"https://content.openalex.org/works/W3037210563.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1030914554","https://openalex.org/W1225501595","https://openalex.org/W1965388297","https://openalex.org/W1966149261","https://openalex.org/W1969937417","https://openalex.org/W1978352585","https://openalex.org/W1979152784","https://openalex.org/W1979697961","https://openalex.org/W1982907249","https://openalex.org/W1993722929","https://openalex.org/W2007508233","https://openalex.org/W2024956893","https://openalex.org/W2025234397","https://openalex.org/W2025255796","https://openalex.org/W2041157997","https://openalex.org/W2042560256","https://openalex.org/W2063363813","https://openalex.org/W2071761363","https://openalex.org/W2079051990","https://openalex.org/W2093595945","https://openalex.org/W2095209150","https://openalex.org/W2155976821","https://openalex.org/W2195085662","https://openalex.org/W2263787491","https://openalex.org/W2344395450","https://openalex.org/W2345405682","https://openalex.org/W2518509308","https://openalex.org/W2518606221","https://openalex.org/W2561993821","https://openalex.org/W2565148426","https://openalex.org/W2604107963","https://openalex.org/W2607909519","https://openalex.org/W2610507812","https://openalex.org/W2617569513","https://openalex.org/W2789453065","https://openalex.org/W2795405089","https://openalex.org/W2797565471","https://openalex.org/W2806618176","https://openalex.org/W2808227608","https://openalex.org/W2885385239","https://openalex.org/W2885877913","https://openalex.org/W2896945212","https://openalex.org/W2898814759","https://openalex.org/W2898944632","https://openalex.org/W2904069708","https://openalex.org/W2906460505","https://openalex.org/W2911240482","https://openalex.org/W2914483213","https://openalex.org/W2921816574","https://openalex.org/W2941826975","https://openalex.org/W2963497629","https://openalex.org/W2967787100","https://openalex.org/W2978935749","https://openalex.org/W2981502163","https://openalex.org/W2982040510","https://openalex.org/W2986602441","https://openalex.org/W2997020607","https://openalex.org/W4292078529","https://openalex.org/W6693091319"],"related_works":["https://openalex.org/W792312258","https://openalex.org/W2398915005","https://openalex.org/W3082692863","https://openalex.org/W2736272056","https://openalex.org/W2784167818","https://openalex.org/W2811336963","https://openalex.org/W3087723041","https://openalex.org/W1975727126","https://openalex.org/W2548485905","https://openalex.org/W3009713318"],"abstract_inverted_index":{"The":[0,72,113],"model":[1,27],"of":[2,20,48,53,80,83,91,123,145],"interval-valued":[3,67,125],"intuitionistic":[4,68,126],"fuzzy":[5,69,127],"soft":[6,70,128],"sets":[7],"is":[8,32,133,161],"a":[9,46],"novel":[10],"excellent":[11],"solution":[12],"which":[13],"can":[14,154],"manage":[15],"the":[16,51,98,105,121,124,139,143,157],"uncertainty":[17],"and":[18,85,93,101,119],"fuzziness":[19],"data.":[21],"However,":[22],"when":[23],"we":[24,153,170],"apply":[25],"this":[26,55,57],"into":[28],"practical":[29],"applications,":[30],"it":[31,109],"an":[33,65],"indisputable":[34],"fact":[35],"that":[36,156],"there":[37],"are":[38,103],"some":[39],"missing":[40,73,81],"data":[41,61,74],"in":[42,88,135],"many":[43],"cases":[44],"for":[45,64,96],"variety":[47],"reasons.":[49],"For":[50],"purpose":[52],"handling":[54],"problem,":[56],"paper":[58],"presents":[59],"new":[60],"processing":[62],"approaches":[63],"incomplete":[66],"set.":[71],"will":[75,110],"be":[76,111],"ignored":[77],"if":[78],"percentages":[79],"degree":[82,90],"membership":[84,92],"nonmember":[86,94],"ship":[87,95],"total":[89],"both":[97],"related":[99],"parameter":[100],"object":[102],"below":[104],"threshold":[106],"values;":[107],"otherwise,":[108],"filled.":[112],"proposed":[114,140,178],"filling":[115,167],"method":[116],"fully":[117],"considers":[118],"employs":[120],"characteristics":[122],"set":[129],"itself.":[130],"A":[131],"case":[132],"shown":[134],"order":[136],"to":[137,163,175],"display":[138],"method.":[141,168,179],"From":[142],"results":[144],"experiments":[146],"on":[147],"all":[148],"thirty":[149],"randomly":[150],"generated":[151],"datasets,":[152],"discover":[155],"overall":[158],"accuracy":[159],"rate":[160],"up":[162],"80.1%":[164],"by":[165],"our":[166,177],"Finally,":[169],"give":[171],"one":[172],"real-life":[173],"application":[174],"illustrate":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
