{"id":"https://openalex.org/W3138056606","doi":"https://doi.org/10.3233/jifs-190452","title":"Fuzzy soft set theory: Application of classification rules in decision making during medical diagnosis*","display_name":"Fuzzy soft set theory: Application of classification rules in decision making during medical diagnosis*","publication_year":2021,"publication_date":"2021-03-19","ids":{"openalex":"https://openalex.org/W3138056606","doi":"https://doi.org/10.3233/jifs-190452","mag":"3138056606"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-190452","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190452","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy 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/A5085582758","display_name":"Fehmi Aziz","orcid":null},"institutions":[{"id":"https://openalex.org/I12469534","display_name":"Quaid-i-Azam University","ror":"https://ror.org/04s9hft57","country_code":"PK","type":"education","lineage":["https://openalex.org/I12469534"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Fehmi Aziz","raw_affiliation_strings":["Department of Zoology, Quaid-i-Azam University, Islamabad"],"affiliations":[{"raw_affiliation_string":"Department of Zoology, Quaid-i-Azam University, Islamabad","institution_ids":["https://openalex.org/I12469534"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083624397","display_name":"F Tahir","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164268","display_name":"National Institute of Health","ror":"https://ror.org/05h1kgg64","country_code":"PK","type":"healthcare","lineage":["https://openalex.org/I4210164268"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Faheem Tahir","raw_affiliation_strings":["Department of Chemical Pathology and Endocrinology, Public Health Laboratories Division, National Institute of Health, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Chemical Pathology and Endocrinology, Public Health Laboratories Division, National Institute of Health, Pakistan","institution_ids":["https://openalex.org/I4210164268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061631532","display_name":"Sadia Midhat","orcid":null},"institutions":[{"id":"https://openalex.org/I200749728","display_name":"Pir Mehr Ali Shah Arid Agriculture University","ror":"https://ror.org/035zn2q74","country_code":"PK","type":"education","lineage":["https://openalex.org/I200749728"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sadia Midhat","raw_affiliation_strings":["Department of Mathematics, PirMehar Ali Shah-Arid Agriculture University (Attock Campus)"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, PirMehar Ali Shah-Arid Agriculture University (Attock Campus)","institution_ids":["https://openalex.org/I200749728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101096392","display_name":"Shafaq Naz","orcid":null},"institutions":[{"id":"https://openalex.org/I99165933","display_name":"University of Gujrat","ror":"https://ror.org/01xe5fb92","country_code":"PK","type":"education","lineage":["https://openalex.org/I99165933"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Shafaq Naz","raw_affiliation_strings":["Department of Mathematics, University of Gujrat, Hafiz Hayat Campus, Gujrat"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Gujrat, Hafiz Hayat Campus, Gujrat","institution_ids":["https://openalex.org/I99165933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102831346","display_name":"Naveeda Akhtar Qureshi","orcid":"https://orcid.org/0000-0003-2058-1466"},"institutions":[{"id":"https://openalex.org/I12469534","display_name":"Quaid-i-Azam University","ror":"https://ror.org/04s9hft57","country_code":"PK","type":"education","lineage":["https://openalex.org/I12469534"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Naveeda Akhtar Qureshi","raw_affiliation_strings":["Department of Zoology, Quaid-i-Azam University, Islamabad"],"affiliations":[{"raw_affiliation_string":"Department of Zoology, Quaid-i-Azam University, Islamabad","institution_ids":["https://openalex.org/I12469534"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085582758"],"corresponding_institution_ids":["https://openalex.org/I12469534"],"apc_list":null,"apc_paid":null,"fwci":0.5228,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66707302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"41","issue":"1","first_page":"2377","last_page":"2385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11671","display_name":"Fuzzy and Soft Set Theory","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9588000178337097,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9228000044822693,"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":0.7001505494117737},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6376957893371582},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.560351550579071},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.540388822555542},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5316396951675415},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.517910897731781},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4897458553314209},{"id":"https://openalex.org/keywords/medical-information","display_name":"Medical information","score":0.4492446780204773},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4309636354446411},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3930946886539459},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32313328981399536},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21600154042243958},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.10902190208435059}],"concepts":[{"id":"https://openalex.org/C2777037408","wikidata":"https://www.wikidata.org/wiki/Q4310193","display_name":"Soft set","level":3,"score":0.7001505494117737},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6376957893371582},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.560351550579071},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.540388822555542},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5316396951675415},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.517910897731781},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4897458553314209},{"id":"https://openalex.org/C3019150057","wikidata":"https://www.wikidata.org/wiki/Q92779279","display_name":"Medical information","level":2,"score":0.4492446780204773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4309636354446411},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3930946886539459},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32313328981399536},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21600154042243958},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.10902190208435059},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-190452","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-190452","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5899999737739563,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1542837303","https://openalex.org/W1545444361","https://openalex.org/W1592674309","https://openalex.org/W1597829555","https://openalex.org/W1965388297","https://openalex.org/W1970797041","https://openalex.org/W1978352585","https://openalex.org/W1978892490","https://openalex.org/W1982907249","https://openalex.org/W1989832241","https://openalex.org/W1999394142","https://openalex.org/W2003160342","https://openalex.org/W2014697755","https://openalex.org/W2026282457","https://openalex.org/W2029282315","https://openalex.org/W2036322945","https://openalex.org/W2096076604","https://openalex.org/W2129000670","https://openalex.org/W2159970980","https://openalex.org/W2168385618","https://openalex.org/W2170043879","https://openalex.org/W2283080660","https://openalex.org/W2338832738","https://openalex.org/W2769271276","https://openalex.org/W2788853942","https://openalex.org/W2896017664","https://openalex.org/W2901011786","https://openalex.org/W2901776415","https://openalex.org/W2907669428","https://openalex.org/W2941380051","https://openalex.org/W2950317457","https://openalex.org/W2951977479","https://openalex.org/W2965407545","https://openalex.org/W4211007335","https://openalex.org/W6653859215","https://openalex.org/W6678427594","https://openalex.org/W6693091319","https://openalex.org/W6766261593"],"related_works":["https://openalex.org/W2398915005","https://openalex.org/W3082692863","https://openalex.org/W2784167818","https://openalex.org/W2736272056","https://openalex.org/W2811336963","https://openalex.org/W3087723041","https://openalex.org/W1975727126","https://openalex.org/W2548485905","https://openalex.org/W3009713318","https://openalex.org/W4205843218"],"abstract_inverted_index":{"Present":[0],"study":[1,20],"is":[2],"an":[3,67],"interdisciplinary":[4],"approach":[5,109],"towards":[6],"rapid":[7,50],"and":[8,53,76,90,99,113],"efficient":[9,140],"medical":[10,38,51,118,129],"diagnosis.":[11,119],"The":[12,29,69,120,133],"research":[13],"articulated":[14],"on":[15],"data":[16],"set":[17],"of":[18,21,27,31,45,85,101,115,135],"cross-sectional":[19],"pregnant":[22],"females":[23],"dwelling":[24],"rural":[25],"area":[26],"Pakistan.":[28],"prognosis":[30],"gestational":[32,144],"wellbeing":[33],"followed":[34],"through":[35],"analyzing":[36,125],"heterogenic":[37],"information":[39],"to":[40,65],"develop":[41,66],"a":[42],"holistic":[43],"picture":[44],"ongoing":[46],"pregnancy.":[47],"Therefore,":[48],"for":[49,79,110,117],"diagnosis":[52,78],"precision":[54],"in":[55,142],"decision-making,":[56],"Fuzzy":[57],"Soft":[58],"Set":[59],"(denoted":[60],"as":[61,72,96,131],"FSS)":[62],"theory":[63],"selected":[64],"algorithm.":[68],"algorithm":[70,116],"constructed":[71],"single":[73],"point,":[74],"multipoint":[75],"cumulative":[77],"predicting":[80,143],"health":[81],"status":[82],"with":[83,124],"respect":[84],"Hemoglobin,":[86],"Body":[87],"Mass":[88],"Index":[89],"Random":[91],"Glucose":[92],"Concentration":[93],"(Respectively":[94],"denoted":[95],"Hb,":[97],"BMI":[98],"RGC)":[100],"subjects":[102],"under":[103],"study.":[104],"We":[105],"successfully":[106,122],"proposed":[107],"novel":[108],"complex":[111,136],"modeling":[112,137],"provision":[114],"algorithms":[121],"dealt":[123],"diversely":[126],"attributed":[127],"detailed":[128],"tests/reports":[130],"input.":[132],"output":[134],"effectively":[138],"served":[139],"decision-making":[141],"wellbeing.":[145]},"counts_by_year":[{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
