{"id":"https://openalex.org/W4396680720","doi":"https://doi.org/10.1109/tfuzz.2024.3394709","title":"Attribute Reduction Based on Fuzzy Distinguishable Pair Metric Considering Redundancy Upper and Lower Bounds","display_name":"Attribute Reduction Based on Fuzzy Distinguishable Pair Metric Considering Redundancy Upper and Lower Bounds","publication_year":2024,"publication_date":"2024-05-06","ids":{"openalex":"https://openalex.org/W4396680720","doi":"https://doi.org/10.1109/tfuzz.2024.3394709"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2024.3394709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2024.3394709","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on 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/A5070031719","display_name":"Jianhua Dai","orcid":"https://orcid.org/0000-0003-1459-0833"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhua Dai","raw_affiliation_strings":["Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, Hunan Normal University, Changsha, China","Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, and the College of Information Science and Engineering, Hunan Normal University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]},{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, and the College of Information Science and Engineering, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100667512","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0003-3649-8894"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Liu","raw_affiliation_strings":["Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, Hunan Normal University, Changsha, China","Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, and the College of Information Science and Engineering, Hunan Normal University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]},{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, and the College of Information Science and Engineering, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046311971","display_name":"Changzhong Wang","orcid":"https://orcid.org/0000-0002-4136-2433"},"institutions":[{"id":"https://openalex.org/I97009856","display_name":"Bohai University","ror":"https://ror.org/01kdzej58","country_code":"CN","type":"education","lineage":["https://openalex.org/I97009856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changzhong Wang","raw_affiliation_strings":["School of Mathematical Sciences, Bohai University, Jinzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Bohai University, Jinzhou, China","institution_ids":["https://openalex.org/I97009856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070031719"],"corresponding_institution_ids":["https://openalex.org/I173759888"],"apc_list":null,"apc_paid":null,"fwci":2.1773,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88216948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"32","issue":"8","first_page":"4364","last_page":"4375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9954000115394592,"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":0.992900013923645,"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/redundancy","display_name":"Redundancy (engineering)","score":0.7365808486938477},{"id":"https://openalex.org/keywords/cardinality","display_name":"Cardinality (data modeling)","score":0.6039938926696777},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5712593197822571},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.5542694926261902},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.5524541139602661},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5390512347221375},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5047239065170288},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4580993950366974},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42875584959983826},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4248006343841553},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.41265636682510376},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.41191136837005615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3865336775779724},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3743698000907898},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3729839324951172}],"concepts":[{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.7365808486938477},{"id":"https://openalex.org/C87117476","wikidata":"https://www.wikidata.org/wiki/Q362383","display_name":"Cardinality (data modeling)","level":2,"score":0.6039938926696777},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5712593197822571},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.5542694926261902},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.5524541139602661},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5390512347221375},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5047239065170288},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4580993950366974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42875584959983826},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4248006343841553},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.41265636682510376},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.41191136837005615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3865336775779724},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3743698000907898},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3729839324951172},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2024.3394709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2024.3394709","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1724174098","display_name":null,"funder_award_id":"2018TP1018","funder_id":"https://openalex.org/F4320330206","funder_display_name":"Science and Technology Program of Hunan Province"},{"id":"https://openalex.org/G3103453383","display_name":null,"funder_award_id":"20&ZD047","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G3425519802","display_name":null,"funder_award_id":"2021JJ30451","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G3596841339","display_name":null,"funder_award_id":"61976027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5540393863","display_name":null,"funder_award_id":"2022JJ30397","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G6315526176","display_name":null,"funder_award_id":"2024JJ5275","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G7249805090","display_name":null,"funder_award_id":"62376093","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8064630213","display_name":null,"funder_award_id":"61976089","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8381972141","display_name":null,"funder_award_id":"2018RS3065","funder_id":"https://openalex.org/F4320330206","funder_display_name":"Science and Technology Program of Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320330206","display_name":"Science and Technology Program of Hunan Province","ror":null},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1570588601","https://openalex.org/W1981491391","https://openalex.org/W1986537524","https://openalex.org/W2000950277","https://openalex.org/W2008794359","https://openalex.org/W2013378801","https://openalex.org/W2016672224","https://openalex.org/W2027654459","https://openalex.org/W2056784354","https://openalex.org/W2071260583","https://openalex.org/W2078093994","https://openalex.org/W2092179332","https://openalex.org/W2098093602","https://openalex.org/W2118561568","https://openalex.org/W2128406786","https://openalex.org/W2143043751","https://openalex.org/W2154053567","https://openalex.org/W2156483112","https://openalex.org/W2162833766","https://openalex.org/W2522585561","https://openalex.org/W2699869760","https://openalex.org/W2743621318","https://openalex.org/W2790953952","https://openalex.org/W2806709681","https://openalex.org/W2807198477","https://openalex.org/W2997546679","https://openalex.org/W3020361001","https://openalex.org/W3105524694","https://openalex.org/W3120740533","https://openalex.org/W3202724793","https://openalex.org/W3204670138","https://openalex.org/W4248855359","https://openalex.org/W4255833381","https://openalex.org/W4283209848","https://openalex.org/W4285013136","https://openalex.org/W4285199899","https://openalex.org/W4287887066","https://openalex.org/W4289236186","https://openalex.org/W4289792606","https://openalex.org/W6683024897"],"related_works":["https://openalex.org/W2997083166","https://openalex.org/W2156571267","https://openalex.org/W2086424613","https://openalex.org/W2053515329","https://openalex.org/W3037363193","https://openalex.org/W2386078281","https://openalex.org/W3111660818","https://openalex.org/W2533731304","https://openalex.org/W4287553507","https://openalex.org/W2069321575"],"abstract_inverted_index":{"Attribute":[0],"reduction,":[1],"also":[2],"called":[3],"feature":[4,194],"selection,":[5],"serves":[6],"as":[7,80,132],"a":[8,25],"widely":[9],"adopted":[10],"approach":[11],"to":[12,99,172,176],"reduce":[13],"data":[14,51],"processing":[15],"complexity":[16],"by":[17,107],"eliminating":[18],"irrelevant":[19],"and":[20,39,54,59,116,141,157,188],"redundant":[21],"attributes.":[22],"It":[23],"plays":[24],"crucial":[26],"role":[27],"in":[28,73],"addressing":[29],"the":[30,56,68,81,92,101,110,117,126,149,173,178,186,192,205,217],"challenges":[31],"associated":[32],"with":[33,221,230],"high-dimensional":[34],"data,":[35],"optimizing":[36],"computational":[37],"resources,":[38],"enhancing":[40],"learning":[41,63],"performance.":[42],"A":[43],"well-designed":[44],"attribute":[45,210,224],"reduction":[46,211,225],"method":[47,234],"can":[48,77,168],"effectively":[49],"streamline":[50],"analysis":[52],"processes":[53],"improve":[55],"overall":[57],"efficiency":[58],"effectiveness":[60],"of":[61,70,83,112,119,125,151,180,191],"machine":[62],"algorithms.":[64],"To":[65],"some":[66],"extent,":[67],"quantity":[69],"information":[71,75],"contained":[72],"an":[74],"system":[76],"be":[78,169],"regarded":[79],"number":[82,111],"distinguishable":[84,94,114,128,134,138,143],"sample":[85],"pairs":[86,115],"it":[87],"contains.":[88],"In":[89],"this":[90],"article,":[91],"fuzzy":[93,113,120,127],"pair":[95,129,135,139,144],"metric":[96,104,130,145],"is":[97],"proposed":[98,207,218],"measure":[100,175],"uncertainty.":[102],"This":[103],"measures":[105,200],"uncertainty":[106],"comprehensively":[108],"considering":[109],"cardinality":[118],"similarity":[121],"relation.":[122],"Correspondingly,":[123],"variants":[124],"such":[131],"joint":[133],"metric,":[136,140],"conditional":[137],"mutual":[142],"are":[146,163,201,213],"constructed.":[147],"Moreover,":[148],"concepts":[150],"selected":[152,158,193],"features":[153,159],"redundancy":[154,160,195],"upper":[155,187],"bound":[156,162],"lower":[161,189],"proposed.":[164,202],"These":[165],"two":[166,197,209,219],"terms":[167],"flexibly":[170],"applied":[171],"importance":[174,199],"alleviate":[177],"problem":[179],"over-":[181],"or":[182],"under-consideration":[183],"redundancy.":[184],"Considering":[185],"bounds":[190],"respectively,":[196],"new":[198],"Based":[203],"on":[204,227],"previously":[206],"theory,":[208],"algorithms":[212],"designed.":[214],"Finally,":[215],"comparing":[216],"methods":[220,226],"six":[222],"effective":[223],"eighteen":[228],"datasets":[229],"four":[231],"classifiers,":[232],"our":[233],"achieves":[235],"good":[236],"results.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}