{"id":"https://openalex.org/W2765367188","doi":"https://doi.org/10.1155/2017/1608147","title":"Recent Fuzzy Generalisations of Rough Sets Theory: A Systematic Review and Methodological Critique of the Literature","display_name":"Recent Fuzzy Generalisations of Rough Sets Theory: A Systematic Review and Methodological Critique of the Literature","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2765367188","doi":"https://doi.org/10.1155/2017/1608147","mag":"2765367188"},"language":"en","primary_location":{"id":"doi:10.1155/2017/1608147","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/1608147","pdf_url":"http://downloads.hindawi.com/journals/complexity/2017/1608147.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/complexity/2017/1608147.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033150664","display_name":"Abbas Mardani","orcid":"https://orcid.org/0000-0003-1010-3655"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Abbas Mardani","raw_affiliation_strings":["Faculty of Management, Universiti Teknologi Malaysia (UTM), 81310 Skudai, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management, Universiti Teknologi Malaysia (UTM), 81310 Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026665183","display_name":"Mehrbakhsh Nilashi","orcid":"https://orcid.org/0000-0003-0099-8299"},"institutions":[{"id":"https://openalex.org/I33162209","display_name":"Islamic Azad University, Lahijan Branch","ror":"https://ror.org/03dhqyc75","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I33162209"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["IR","MY"],"is_corresponding":false,"raw_author_name":"Mehrbakhsh Nilashi","raw_affiliation_strings":["Department of Computer Engineering, Lahijan Branch, Islamic Azad University, Lahijan, Iran","Faculty of Computing, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-0099-8299","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Lahijan Branch, Islamic Azad University, Lahijan, Iran","institution_ids":["https://openalex.org/I33162209"]},{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009360886","display_name":"Jurgita Antuchevi\u010dien\u0117","orcid":"https://orcid.org/0000-0002-1734-3216"},"institutions":[{"id":"https://openalex.org/I167420956","display_name":"Vilnius Gediminas Technical University","ror":"https://ror.org/02x3e4q36","country_code":"LT","type":"education","lineage":["https://openalex.org/I167420956"]}],"countries":["LT"],"is_corresponding":true,"raw_author_name":"Jurgita Antucheviciene","raw_affiliation_strings":["Department of Construction Management and Real Estate, Vilnius Gediminas Technical University, Sauletekio Al. 11, LT-10223 Vilnius, Lithuania"],"raw_orcid":"https://orcid.org/0000-0002-1734-3216","affiliations":[{"raw_affiliation_string":"Department of Construction Management and Real Estate, Vilnius Gediminas Technical University, Sauletekio Al. 11, LT-10223 Vilnius, Lithuania","institution_ids":["https://openalex.org/I167420956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006813623","display_name":"Madjid Tavana","orcid":"https://orcid.org/0000-0003-2017-1723"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]},{"id":"https://openalex.org/I47652572","display_name":"La Salle University","ror":"https://ror.org/02beve479","country_code":"US","type":"education","lineage":["https://openalex.org/I47652572"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Madjid Tavana","raw_affiliation_strings":["Business Information Systems Department, Faculty of Business Administration and Economics, University of Paderborn, 33098 Paderborn, Germany","Business Systems and Analytics Department, La Salle University, Philadelphia, PA 19141, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business Information Systems Department, Faculty of Business Administration and Economics, University of Paderborn, 33098 Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]},{"raw_affiliation_string":"Business Systems and Analytics Department, La Salle University, Philadelphia, PA 19141, USA","institution_ids":["https://openalex.org/I47652572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024863473","display_name":"Romualdas Bau\u0161ys","orcid":"https://orcid.org/0000-0002-6284-0406"},"institutions":[{"id":"https://openalex.org/I167420956","display_name":"Vilnius Gediminas Technical University","ror":"https://ror.org/02x3e4q36","country_code":"LT","type":"education","lineage":["https://openalex.org/I167420956"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Romualdas Bausys","raw_affiliation_strings":["Department of Graphical Systems, Vilnius Gediminas Technical University, Saul\u0117tekio Ave. 11, LT-10223 Vilnius, Lithuania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Graphical Systems, Vilnius Gediminas Technical University, Saul\u0117tekio Ave. 11, LT-10223 Vilnius, Lithuania","institution_ids":["https://openalex.org/I167420956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010293537","display_name":"Othman Ibrahim","orcid":"https://orcid.org/0000-0002-9910-0962"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Othman Ibrahim","raw_affiliation_strings":["Faculty of Computing, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Universiti Teknologi Malaysia, 81310 Skudai, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009360886"],"corresponding_institution_ids":["https://openalex.org/I167420956"],"apc_list":{"value":2760,"currency":"USD","value_usd":2760},"apc_paid":{"value":2760,"currency":"USD","value_usd":2760},"fwci":2.9834,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.86206897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9830999970436096,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9488000273704529,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/rough-set","display_name":"Rough set","score":0.8626669049263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6672647595405579},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5852104425430298},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5712306499481201},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5132107734680176},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5129632353782654},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5099533796310425},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.4545350670814514},{"id":"https://openalex.org/keywords/dominance-based-rough-set-approach","display_name":"Dominance-based rough set approach","score":0.43853840231895447},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4304141104221344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42592304944992065},{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular computing","score":0.4178466796875},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3437555432319641},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.33420121669769287},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19031205773353577}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8626669049263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6672647595405579},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5852104425430298},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5712306499481201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5132107734680176},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5129632353782654},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5099533796310425},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.4545350670814514},{"id":"https://openalex.org/C39105242","wikidata":"https://www.wikidata.org/wiki/Q5290286","display_name":"Dominance-based rough set approach","level":3,"score":0.43853840231895447},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4304141104221344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42592304944992065},{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.4178466796875},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3437555432319641},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.33420121669769287},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19031205773353577},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1155/2017/1608147","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/1608147","pdf_url":"http://downloads.hindawi.com/journals/complexity/2017/1608147.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:generic.eprints.org:81117","is_oa":false,"landing_page_url":"http://eprints.utm.my/81117/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922759","display_name":"UTM Institutional Repository","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":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:digitalcommons.lasalle.edu:bsa_faculty-1011","is_oa":true,"landing_page_url":"https://digitalcommons.lasalle.edu/bsa_faculty/12","pdf_url":null,"source":{"id":"https://openalex.org/S4377196859","display_name":"La Salle University Digital Commons (La Salle University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47652572","host_organization_name":"La Salle University","host_organization_lineage":["https://openalex.org/I47652572"],"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":"Business Systems and Analytics Faculty Work","raw_type":"text"},{"id":"pmh:oai:RePEc:hin:complx:1608147","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2017/1608147.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:1636f6a0d0794fa69285f7ad860c4f73","is_oa":true,"landing_page_url":"https://doaj.org/article/1636f6a0d0794fa69285f7ad860c4f73","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":"Complexity, Vol 2017 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2017/1608147","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/1608147","pdf_url":"http://downloads.hindawi.com/journals/complexity/2017/1608147.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2765367188.pdf","grobid_xml":"https://content.openalex.org/works/W2765367188.grobid-xml"},"referenced_works_count":301,"referenced_works":["https://openalex.org/W102936894","https://openalex.org/W135863482","https://openalex.org/W226699106","https://openalex.org/W279998616","https://openalex.org/W819006054","https://openalex.org/W837378864","https://openalex.org/W1083858128","https://openalex.org/W1458138260","https://openalex.org/W1486057315","https://openalex.org/W1487325021","https://openalex.org/W1518721672","https://openalex.org/W1521417790","https://openalex.org/W1524178460","https://openalex.org/W1564604703","https://openalex.org/W1590946452","https://openalex.org/W1751895447","https://openalex.org/W1780013501","https://openalex.org/W1923896538","https://openalex.org/W1964432381","https://openalex.org/W1965429189","https://openalex.org/W1965795249","https://openalex.org/W1966366162","https://openalex.org/W1967145187","https://openalex.org/W1967165005","https://openalex.org/W1968534631","https://openalex.org/W1969535228","https://openalex.org/W1969627115","https://openalex.org/W1970087280","https://openalex.org/W1970334706","https://openalex.org/W1970463426","https://openalex.org/W1971515969","https://openalex.org/W1972932886","https://openalex.org/W1974763041","https://openalex.org/W1975464269","https://openalex.org/W1976034104","https://openalex.org/W1976467876","https://openalex.org/W1977880445","https://openalex.org/W1978030759","https://openalex.org/W1978046585","https://openalex.org/W1978352585","https://openalex.org/W1979092190","https://openalex.org/W1980504788","https://openalex.org/W1981223475","https://openalex.org/W1982418571","https://openalex.org/W1984210936","https://openalex.org/W1984956521","https://openalex.org/W1985787193","https://openalex.org/W1985936976","https://openalex.org/W1987552279","https://openalex.org/W1988856126","https://openalex.org/W1989850552","https://openalex.org/W1990116832","https://openalex.org/W1990961529","https://openalex.org/W1993369399","https://openalex.org/W1994930764","https://openalex.org/W1995509343","https://openalex.org/W1996182740","https://openalex.org/W1997687853","https://openalex.org/W1998005628","https://openalex.org/W1998765448","https://openalex.org/W1998857926","https://openalex.org/W1998960448","https://openalex.org/W1999010772","https://openalex.org/W1999196277","https://openalex.org/W1999241480","https://openalex.org/W1999501864","https://openalex.org/W1999662701","https://openalex.org/W1999693983","https://openalex.org/W2000599157","https://openalex.org/W2001590979","https://openalex.org/W2002250581","https://openalex.org/W2002278745","https://openalex.org/W2002680690","https://openalex.org/W2003042363","https://openalex.org/W2004320486","https://openalex.org/W2004823662","https://openalex.org/W2005501262","https://openalex.org/W2005745102","https://openalex.org/W2006567512","https://openalex.org/W2006662398","https://openalex.org/W2007620983","https://openalex.org/W2007929615","https://openalex.org/W2008761105","https://openalex.org/W2008990045","https://openalex.org/W2009593736","https://openalex.org/W2011720606","https://openalex.org/W2011755709","https://openalex.org/W2012413672","https://openalex.org/W2012571149","https://openalex.org/W2012932483","https://openalex.org/W2012983660","https://openalex.org/W2014292152","https://openalex.org/W2014827534","https://openalex.org/W2016485564","https://openalex.org/W2018710238","https://openalex.org/W2018786061","https://openalex.org/W2018903621","https://openalex.org/W2020146066","https://openalex.org/W2021680742","https://openalex.org/W2021765765","https://openalex.org/W2026093306","https://openalex.org/W2027014358","https://openalex.org/W2027810825","https://openalex.org/W2028654121","https://openalex.org/W2029753718","https://openalex.org/W2031992207","https://openalex.org/W2032017353","https://openalex.org/W2032172961","https://openalex.org/W2033415298","https://openalex.org/W2034998024","https://openalex.org/W2035063729","https://openalex.org/W2035374712","https://openalex.org/W2037316073","https://openalex.org/W2038801403","https://openalex.org/W2039742983","https://openalex.org/W2040480791","https://openalex.org/W2040989072","https://openalex.org/W2042560256","https://openalex.org/W2042899522","https://openalex.org/W2043105151","https://openalex.org/W2043629573","https://openalex.org/W2046347622","https://openalex.org/W2047999477","https://openalex.org/W2049137471","https://openalex.org/W2049280902","https://openalex.org/W2050237791","https://openalex.org/W2052294962","https://openalex.org/W2052339733","https://openalex.org/W2052719321","https://openalex.org/W2054449235","https://openalex.org/W2054646852","https://openalex.org/W2055906658","https://openalex.org/W2055977205","https://openalex.org/W2056714483","https://openalex.org/W2058378710","https://openalex.org/W2058379370","https://openalex.org/W2060952501","https://openalex.org/W2061152895","https://openalex.org/W2061241120","https://openalex.org/W2063835881","https://openalex.org/W2064223596","https://openalex.org/W2064231779","https://openalex.org/W2064778290","https://openalex.org/W2065794423","https://openalex.org/W2066747762","https://openalex.org/W2066913191","https://openalex.org/W2067151357","https://openalex.org/W2067179717","https://openalex.org/W2069760034","https://openalex.org/W2070022339","https://openalex.org/W2070414878","https://openalex.org/W2070416356","https://openalex.org/W2071260583","https://openalex.org/W2071640262","https://openalex.org/W2071796503","https://openalex.org/W2072371577","https://openalex.org/W2073821252","https://openalex.org/W2074005500","https://openalex.org/W2074101794","https://openalex.org/W2074145995","https://openalex.org/W2074557636","https://openalex.org/W2074593948","https://openalex.org/W2076101799","https://openalex.org/W2076837108","https://openalex.org/W2077812306","https://openalex.org/W2079438262","https://openalex.org/W2080797159","https://openalex.org/W2081787769","https://openalex.org/W2082173396","https://openalex.org/W2083047046","https://openalex.org/W2083214883","https://openalex.org/W2083521084","https://openalex.org/W2084910209","https://openalex.org/W2086438841","https://openalex.org/W2088499853","https://openalex.org/W2089882021","https://openalex.org/W2090517066","https://openalex.org/W2090660539","https://openalex.org/W2090738500","https://openalex.org/W2090966617","https://openalex.org/W2091536478","https://openalex.org/W2092611564","https://openalex.org/W2093509762","https://openalex.org/W2094508218","https://openalex.org/W2095555298","https://openalex.org/W2097423137","https://openalex.org/W2097819183","https://openalex.org/W2097923398","https://openalex.org/W2102726448","https://openalex.org/W2103509815","https://openalex.org/W2108268240","https://openalex.org/W2108729039","https://openalex.org/W2111011053","https://openalex.org/W2112684403","https://openalex.org/W2114074159","https://openalex.org/W2114478566","https://openalex.org/W2115412314","https://openalex.org/W2122765909","https://openalex.org/W2123509054","https://openalex.org/W2126400212","https://openalex.org/W2127891163","https://openalex.org/W2128406786","https://openalex.org/W2129984229","https://openalex.org/W2130037245","https://openalex.org/W2131051513","https://openalex.org/W2131487297","https://openalex.org/W2131956306","https://openalex.org/W2137205163","https://openalex.org/W2137396323","https://openalex.org/W2141214937","https://openalex.org/W2149159862","https://openalex.org/W2151101158","https://openalex.org/W2151257102","https://openalex.org/W2152217926","https://openalex.org/W2153098502","https://openalex.org/W2154887800","https://openalex.org/W2155720272","https://openalex.org/W2158498085","https://openalex.org/W2160396543","https://openalex.org/W2162364423","https://openalex.org/W2162572977","https://openalex.org/W2162755671","https://openalex.org/W2162845119","https://openalex.org/W2163370485","https://openalex.org/W2165310837","https://openalex.org/W2172368975","https://openalex.org/W2175099382","https://openalex.org/W2176795090","https://openalex.org/W2187611298","https://openalex.org/W2192540070","https://openalex.org/W2196145940","https://openalex.org/W2200953330","https://openalex.org/W2201877042","https://openalex.org/W2206604233","https://openalex.org/W2208338681","https://openalex.org/W2235637436","https://openalex.org/W2241108445","https://openalex.org/W2249441725","https://openalex.org/W2254043540","https://openalex.org/W2254916009","https://openalex.org/W2257354639","https://openalex.org/W2258817502","https://openalex.org/W2267481646","https://openalex.org/W2269980147","https://openalex.org/W2273389437","https://openalex.org/W2279545905","https://openalex.org/W2284013526","https://openalex.org/W2287696922","https://openalex.org/W2295566453","https://openalex.org/W2308186591","https://openalex.org/W2314966097","https://openalex.org/W2317760524","https://openalex.org/W2341670955","https://openalex.org/W2342469683","https://openalex.org/W2342817022","https://openalex.org/W2344727765","https://openalex.org/W2346100606","https://openalex.org/W2394531401","https://openalex.org/W2397073015","https://openalex.org/W2400604454","https://openalex.org/W2409322758","https://openalex.org/W2416404380","https://openalex.org/W2441913759","https://openalex.org/W2463945886","https://openalex.org/W2465230368","https://openalex.org/W2468539463","https://openalex.org/W2469313201","https://openalex.org/W2470167798","https://openalex.org/W2495383427","https://openalex.org/W2500526976","https://openalex.org/W2507863637","https://openalex.org/W2511098035","https://openalex.org/W2512214103","https://openalex.org/W2519715111","https://openalex.org/W2533607442","https://openalex.org/W2534127393","https://openalex.org/W2542749295","https://openalex.org/W2549504134","https://openalex.org/W2549529522","https://openalex.org/W2552836761","https://openalex.org/W2554676782","https://openalex.org/W2559934994","https://openalex.org/W2560464769","https://openalex.org/W2560554126","https://openalex.org/W2565905535","https://openalex.org/W2567650686","https://openalex.org/W2576305917","https://openalex.org/W2586356223","https://openalex.org/W2586632892","https://openalex.org/W2588324678","https://openalex.org/W2588460665","https://openalex.org/W2588487610","https://openalex.org/W2591199039","https://openalex.org/W2591767974","https://openalex.org/W2616538266","https://openalex.org/W2625743308","https://openalex.org/W2739263287","https://openalex.org/W2745134596","https://openalex.org/W2962820560","https://openalex.org/W4211007335","https://openalex.org/W4255833381"],"related_works":["https://openalex.org/W2385082087","https://openalex.org/W2978631811","https://openalex.org/W2381555525","https://openalex.org/W2484240834","https://openalex.org/W327654139","https://openalex.org/W2389689794","https://openalex.org/W1970726137","https://openalex.org/W2123662875","https://openalex.org/W2367964367","https://openalex.org/W2978519593"],"abstract_inverted_index":{"Rough":[0,40],"set":[1,71,101,188],"theory":[2,189],"has":[3,111,129],"been":[4,45,112,130],"used":[5],"extensively":[6],"in":[7,17,74,96,159],"fields":[8,19],"of":[9,65,88,92,99,108,144,151,169,186],"complexity,":[10],"cognitive":[11],"sciences,":[12],"and":[13,37,63,90,122,132,142,157],"artificial":[14],"intelligence,":[15],"especially":[16],"numerous":[18],"such":[20],"as":[21],"expert":[22],"systems,":[23,31],"knowledge":[24],"discovery,":[25],"information":[26],"system,":[27],"inductive":[28],"reasoning,":[29],"intelligent":[30],"data":[32],"mining,":[33],"pattern":[34],"recognition,":[35],"decision-making,":[36],"machine":[38],"learning.":[39],"sets":[41],"models,":[42],"which":[43,125,160,190],"have":[44,163],"recently":[46],"proposed,":[47],"are":[48,176],"developed":[49],"applying":[50],"the":[51,78,97,106,116,120,133,140,161,167,182],"different":[52,183],"fuzzy":[53],"generalisations.":[54],"Currently,":[55],"there":[56,175],"is":[57,80,126],"not":[58],"a":[59,84],"systematic":[60,86,121],"literature":[61],"review":[62,76,87],"classification":[64],"these":[66],"new":[67],"generalisations":[68,94],"about":[69],"rough":[70],"models.":[72],"Therefore,":[73],"this":[75,104,170],"study,":[77,152],"attempt":[79],"made":[81],"to":[82,114,181],"provide":[83],"comprehensive":[85],"methodologies":[89],"applications":[91],"recent":[93],"discussed":[95],"area":[98,185],"fuzzy-rough":[100,187],"theory.":[102],"On":[103],"subject,":[105],"Web":[107],"Science":[109],"database":[110],"chosen":[113],"select":[115],"relevant":[117],"papers.":[118],"Accordingly,":[119],"meta-analysis":[123],"approach,":[124],"called":[127],"\u201cPRISMA,\u201d":[128],"proposed":[131],"selected":[134],"articles":[135,162],"were":[136],"classified":[137],"based":[138],"on":[139,166],"author":[141,146],"year":[143],"publication,":[145],"nationalities,":[147],"application":[148,184],"field,":[149],"type":[150],"study":[153,155],"category,":[154],"contribution,":[156],"journal":[158],"appeared.":[164],"Based":[165],"results":[168],"review,":[171],"we":[172],"found":[173],"that":[174],"many":[177],"challenging":[178],"issues":[179],"related":[180],"can":[191],"motivate":[192],"future":[193],"research":[194],"studies.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":9}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
