{"id":"https://openalex.org/W3205573976","doi":"https://doi.org/10.4018/ijdwm.2021100104","title":"A Novel Filter-Wrapper Algorithm on Intuitionistic Fuzzy Set for Attribute Reduction From Decision Tables","display_name":"A Novel Filter-Wrapper Algorithm on Intuitionistic Fuzzy Set for Attribute Reduction From Decision Tables","publication_year":2021,"publication_date":"2021-10-01","ids":{"openalex":"https://openalex.org/W3205573976","doi":"https://doi.org/10.4018/ijdwm.2021100104","mag":"3205573976"},"language":"en","primary_location":{"id":"doi:10.4018/ijdwm.2021100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdwm.2021100104","pdf_url":null,"source":{"id":"https://openalex.org/S53932126","display_name":"International Journal of Data Warehousing and Mining","issn_l":"1548-3924","issn":["1548-3924","1548-3932"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Warehousing and Mining","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/A5101895831","display_name":"Nguyen Truong Thang","orcid":"https://orcid.org/0000-0002-7110-5622"},"institutions":[{"id":"https://openalex.org/I138622004","display_name":"National Economics University","ror":"https://ror.org/021xbwv17","country_code":"VN","type":"education","lineage":["https://openalex.org/I138622004"]},{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"government","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thang Truong Nguyen","raw_affiliation_strings":["Institute of Information Technology, Vietnam Academy of Science and Technology, Vietnam","National Economics University, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-7110-5622","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Vietnam Academy of Science and Technology, Vietnam","institution_ids":["https://openalex.org/I70349855"]},{"raw_affiliation_string":"National Economics University, Vietnam","institution_ids":["https://openalex.org/I138622004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073341529","display_name":"Nguy\u1ec5n Long Giang","orcid":"https://orcid.org/0000-0001-6184-1469"},"institutions":[{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"government","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Long Giang","raw_affiliation_strings":["Institute of Information Technology, Vietnam Academy of Science and Technology, Vietnam"],"raw_orcid":"https://orcid.org/0000-0001-6184-1469","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Vietnam Academy of Science and Technology, Vietnam","institution_ids":["https://openalex.org/I70349855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068691699","display_name":"Dai Thanh Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I45756140","display_name":"Hanoi University of Industry","ror":"https://ror.org/05hhz4s12","country_code":"VN","type":"education","lineage":["https://openalex.org/I45756140"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dai Thanh Tran","raw_affiliation_strings":["University of Economic and Technical Industries, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Economic and Technical Industries, Vietnam","institution_ids":["https://openalex.org/I45756140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075327643","display_name":"Nguyen Trung Tuan","orcid":"https://orcid.org/0000-0003-3249-2444"},"institutions":[{"id":"https://openalex.org/I138622004","display_name":"National Economics University","ror":"https://ror.org/021xbwv17","country_code":"VN","type":"education","lineage":["https://openalex.org/I138622004"]},{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"government","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Trung Tuan Nguyen","raw_affiliation_strings":["Institute of Information Technology, Vietnam Academy of Science and Technology, Vietnam","National Economics University, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-3249-2444","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Vietnam Academy of Science and Technology, Vietnam","institution_ids":["https://openalex.org/I70349855"]},{"raw_affiliation_string":"National Economics University, Vietnam","institution_ids":["https://openalex.org/I138622004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071282612","display_name":"Huy Q. Nguyen","orcid":"https://orcid.org/0000-0002-4676-2997"},"institutions":[{"id":"https://openalex.org/I70349855","display_name":"Vietnam Academy of Science and Technology","ror":"https://ror.org/02wsd5p50","country_code":"VN","type":"government","lineage":["https://openalex.org/I70349855"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Huy Quang Nguyen","raw_affiliation_strings":["Institute of Information Technology, Vietnam Academy of Science and Technology, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Vietnam Academy of Science and Technology, Vietnam","institution_ids":["https://openalex.org/I70349855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111526471","display_name":"Anh Viet Pham","orcid":null},"institutions":[{"id":"https://openalex.org/I45756140","display_name":"Hanoi University of Industry","ror":"https://ror.org/05hhz4s12","country_code":"VN","type":"education","lineage":["https://openalex.org/I45756140"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anh Viet Pham","raw_affiliation_strings":["Hanoi University of Industry, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanoi University of Industry, Vietnam","institution_ids":["https://openalex.org/I45756140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084335858","display_name":"Thi Duc Vu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thi Duc Vu","raw_affiliation_strings":["Information Technology Institute, Vietnam National University, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology Institute, Vietnam National University, Vietnam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101895831"],"corresponding_institution_ids":["https://openalex.org/I138622004","https://openalex.org/I70349855"],"apc_list":null,"apc_paid":null,"fwci":1.3627,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84007519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"17","issue":"4","first_page":"67","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9977999925613403,"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":0.9957000017166138,"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/filter","display_name":"Filter (signal processing)","score":0.7622643709182739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7442655563354492},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6985234618186951},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6526991724967957},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.578325629234314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5753774046897888},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5708393454551697},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.5091606974601746},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4830065965652466},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4664546847343445},{"id":"https://openalex.org/keywords/decision-table","display_name":"Decision table","score":0.41135770082473755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3685317635536194},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3273885250091553},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22875967621803284}],"concepts":[{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.7622643709182739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7442655563354492},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6985234618186951},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6526991724967957},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.578325629234314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5753774046897888},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5708393454551697},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.5091606974601746},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4830065965652466},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4664546847343445},{"id":"https://openalex.org/C172967692","wikidata":"https://www.wikidata.org/wiki/Q747762","display_name":"Decision table","level":3,"score":0.41135770082473755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3685317635536194},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3273885250091553},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22875967621803284},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijdwm.2021100104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijdwm.2021100104","pdf_url":null,"source":{"id":"https://openalex.org/S53932126","display_name":"International Journal of Data Warehousing and Mining","issn_l":"1548-3924","issn":["1548-3924","1548-3932"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Warehousing and Mining","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jdwm00:v:17:y:2021:i:4:p:67-100","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJDWM.2021100104","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2024951546","https://openalex.org/W2075043260","https://openalex.org/W2416404380","https://openalex.org/W2566472879","https://openalex.org/W2804172202","https://openalex.org/W2899878146","https://openalex.org/W2912305775","https://openalex.org/W2919745593","https://openalex.org/W2921312506","https://openalex.org/W2922460048","https://openalex.org/W2945001591","https://openalex.org/W2969417314","https://openalex.org/W2981889159","https://openalex.org/W2989695488","https://openalex.org/W2990410329","https://openalex.org/W3009809128","https://openalex.org/W3019040795","https://openalex.org/W3025529660","https://openalex.org/W3029713334","https://openalex.org/W3085710011","https://openalex.org/W3105512314","https://openalex.org/W3118643612","https://openalex.org/W3127102899","https://openalex.org/W3131387218","https://openalex.org/W3144658597","https://openalex.org/W3153121920"],"related_works":["https://openalex.org/W1527318413","https://openalex.org/W1762865978","https://openalex.org/W2472455248","https://openalex.org/W3013418296","https://openalex.org/W2379959492","https://openalex.org/W2142981909","https://openalex.org/W2354227702","https://openalex.org/W2380686565","https://openalex.org/W2392716952","https://openalex.org/W2360431223"],"abstract_inverted_index":{"Attribute":[0],"reduction":[1,109],"from":[2,110],"decision":[3,111],"tables":[4],"is":[5,130],"one":[6],"of":[7,70,75,87,145],"the":[8,25,28,36,46,53,60,73,80,85,91,105,137,143,151],"crucial":[9],"topics":[10],"in":[11,72,79],"data":[12,66],"mining.":[13],"This":[14],"problem":[15,54],"belongs":[16],"to":[17,34,49],"NP-hard":[18],"and":[19,62,89],"many":[20],"approximation":[21],"algorithms":[22],"based":[23,103,132,141],"on":[24,104,133,142,150],"filter":[26],"or":[27],"filter-wrapper":[29,101,128],"approaches":[30],"have":[31],"been":[32,43],"designed":[33,131],"find":[35],"reducts.":[37,92],"Intuitionistic":[38],"fuzzy":[39,119],"set":[40,82],"(IFS)":[41],"has":[42],"regarded":[44],"as":[45,78],"effective":[47],"tool":[48],"deal":[50],"with":[51,124,136],"such":[52],"by":[55],"adding":[56],"two":[57,76],"degrees,":[58],"namely":[59],"membership":[61],"non-membership":[63],"for":[64,107],"each":[65],"element.":[67],"The":[68,113,127],"separation":[69],"attributes":[71],"view":[74],"counterparts":[77],"IFS":[81,106],"would":[83],"increase":[84],"quality":[86],"classification":[88],"reduce":[90],"From":[93],"this":[94,96],"motivation,":[95],"paper":[97],"proposes":[98],"a":[99,116],"new":[100,117,138],"algorithm":[102,129],"attribute":[108],"tables.":[112],"contributions":[114],"include":[115],"instituitionistics":[118],"distance":[120,135],"between":[121],"partitions":[122],"accompanied":[123],"theoretical":[125],"analysis.":[126],"that":[134],"stopping":[139],"condition":[140],"concept":[144],"delta-equality.":[146],"Experiments":[147],"are":[148],"conducted":[149],"benchmark":[152],"UCI":[153],"machine":[154],"learning":[155],"repository":[156],"datasets.":[157]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}