{"id":"https://openalex.org/W4386632010","doi":"https://doi.org/10.1080/03081079.2023.2256464","title":"Attribute reduction for incomplete mixed data based on neighborhood information system","display_name":"Attribute reduction for incomplete mixed data based on neighborhood information system","publication_year":2023,"publication_date":"2023-09-12","ids":{"openalex":"https://openalex.org/W4386632010","doi":"https://doi.org/10.1080/03081079.2023.2256464"},"language":"en","primary_location":{"id":"doi:10.1080/03081079.2023.2256464","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03081079.2023.2256464","pdf_url":null,"source":{"id":"https://openalex.org/S145553572","display_name":"International Journal of General Systems","issn_l":"0308-1079","issn":["0308-1079","1026-7492","1563-5104"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of General 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/A5100428100","display_name":"Ran Li","orcid":"https://orcid.org/0000-0003-3737-2660"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Li","raw_affiliation_strings":["Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088893645","display_name":"Hongchang Chen","orcid":"https://orcid.org/0009-0005-0626-9830"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]},{"id":"https://openalex.org/I4210159156","display_name":"System Equipment (China)","ror":"https://ror.org/04m2bcn74","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210159156"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongchang Chen","raw_affiliation_strings":["Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China","National Digital Switching System Engineering and Technological R&D Center, Zhengzhou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"National Digital Switching System Engineering and Technological R&D Center, Zhengzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210159156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775924","display_name":"Shuxin Liu","orcid":"https://orcid.org/0000-0002-3366-4466"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]},{"id":"https://openalex.org/I4210159156","display_name":"System Equipment (China)","ror":"https://ror.org/04m2bcn74","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210159156"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuxin Liu","raw_affiliation_strings":["Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China","National Digital Switching System Engineering and Technological R&D Center, Zhengzhou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"National Digital Switching System Engineering and Technological R&D Center, Zhengzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210159156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005984725","display_name":"Haocong Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159156","display_name":"System Equipment (China)","ror":"https://ror.org/04m2bcn74","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210159156"]},{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haocong Jiang","raw_affiliation_strings":["Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China","National Digital Switching System Engineering and Technological R&D Center, Zhengzhou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"National Digital Switching System Engineering and Technological R&D Center, Zhengzhou, People's Republic of China","institution_ids":["https://openalex.org/I4210159156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100439473","display_name":"Biao Wang","orcid":"https://orcid.org/0000-0002-0566-9198"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Wang","raw_affiliation_strings":["Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, PLA Strategic Support Force Information Engineering University, Zhengzhou, People's Republic of China","institution_ids":["https://openalex.org/I169689159"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088893645"],"corresponding_institution_ids":["https://openalex.org/I169689159","https://openalex.org/I4210159156"],"apc_list":null,"apc_paid":null,"fwci":1.0085,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79742711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"53","issue":"2","first_page":"127","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998000264167786,"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":0.9998000264167786,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9836999773979187,"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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7437053322792053},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.678602397441864},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.6082073450088501},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6031155586242676},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5793020725250244},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5729839205741882},{"id":"https://openalex.org/keywords/data-consistency","display_name":"Data consistency","score":0.5437430739402771},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.47161415219306946},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.4578927457332611},{"id":"https://openalex.org/keywords/data-redundancy","display_name":"Data redundancy","score":0.42323780059814453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21228128671646118},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12497168779373169}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7437053322792053},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.678602397441864},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.6082073450088501},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6031155586242676},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5793020725250244},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5729839205741882},{"id":"https://openalex.org/C93361087","wikidata":"https://www.wikidata.org/wiki/Q4426698","display_name":"Data consistency","level":2,"score":0.5437430739402771},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.47161415219306946},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.4578927457332611},{"id":"https://openalex.org/C7545210","wikidata":"https://www.wikidata.org/wiki/Q838123","display_name":"Data redundancy","level":2,"score":0.42323780059814453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21228128671646118},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12497168779373169},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/03081079.2023.2256464","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03081079.2023.2256464","pdf_url":null,"source":{"id":"https://openalex.org/S145553572","display_name":"International Journal of General Systems","issn_l":"0308-1079","issn":["0308-1079","1026-7492","1563-5104"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of General Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1999612973","https://openalex.org/W2024172683","https://openalex.org/W2041193317","https://openalex.org/W2043051613","https://openalex.org/W2097498222","https://openalex.org/W2141741236","https://openalex.org/W2554676782","https://openalex.org/W2570565373","https://openalex.org/W2766216143","https://openalex.org/W2807198477","https://openalex.org/W2900278036","https://openalex.org/W2904938641","https://openalex.org/W2953601540","https://openalex.org/W2959820746","https://openalex.org/W2965948517","https://openalex.org/W3081852103","https://openalex.org/W3119493137","https://openalex.org/W3134257270","https://openalex.org/W3157827682","https://openalex.org/W3167599219","https://openalex.org/W3168097493","https://openalex.org/W3195152596","https://openalex.org/W4200418415","https://openalex.org/W4206919486","https://openalex.org/W4308796846","https://openalex.org/W4313573793","https://openalex.org/W4324045179"],"related_works":["https://openalex.org/W2002428578","https://openalex.org/W2897258045","https://openalex.org/W2072332896","https://openalex.org/W2018406690","https://openalex.org/W2951748633","https://openalex.org/W2057691131","https://openalex.org/W2952039693","https://openalex.org/W4280621979","https://openalex.org/W4292309272","https://openalex.org/W2362638961"],"abstract_inverted_index":{"AbstractIn":[0],"an":[1],"era":[2],"of":[3,55,78,94,112,162,175,190,198,204],"data-based":[4],"and":[5,12,28,108,131,154,201],"information-centric":[6],"Industry":[7],"4.0,":[8],"extracting":[9],"potential":[10,173],"knowledge":[11],"valuable":[13],"information":[14,38,59,81,96,150,168],"from":[15,51],"data":[16,20,32,145],"is":[17,126,186],"central":[18],"to":[19,36,57,90],"mining":[21,148],"tasks.":[22],"Yet,":[23],"the":[24,52,66,74,79,85,92,95,98,106,113,140,180,196],"ambiguity,":[25],"imprecision,":[26],"incompleteness,":[27],"hybrid":[29],"in":[30,61,97,151,195],"real-world":[31,137],"pose":[33],"tremendous":[34],"challenges":[35],"critical":[37,149],"mining.":[39],"Accordingly,":[40],"we":[41,103],"propose":[42],"a":[43,121,159],"new":[44,122],"Max-Correlation":[45],"Min-Redundant":[46],"(MCMR)":[47],"attribute":[48],"reduction":[49],"model":[50,142],"uncertainty":[53,116],"relation":[54],"attributes":[56],"avoid":[58],"loss":[60],"incomplete":[62,99],"mixed":[63,100,166],"data.":[64,101],"Specifically,":[65],"neighbor":[67],"relations":[68],"are":[69],"primarily":[70],"developed":[71],"based":[72],"on":[73,119,135],"soft":[75],"computing":[76],"approach":[77],"neighborhood":[80,88],"system,":[82],"which":[83],"divides":[84],"objects":[86],"into":[87],"covers":[89],"maximize":[91],"utilization":[93],"Then,":[102],"detailly":[104],"analyze":[105],"internal":[107],"external":[109],"consistency":[110],"relationships":[111],"four":[114],"main":[115],"functions.":[117],"Based":[118],"this,":[120],"MCMR":[123],"uncertain":[124],"function":[125],"designed":[127],"with":[128,158],"maximum":[129],"relevance":[130],"minimum":[132,160],"redundancy.":[133],"Experiments":[134],"nine":[136],"datasets":[138],"validate":[139],"proposed":[141],"can":[143],"improve":[144],"quality":[146],"by":[147,179,188],"classification":[152],"tasks":[153],"achieving":[155],"optimal":[156],"performance":[157],"number":[161],"attributes.Keywords:":[163],"Attribute":[164],"reductionincomplete":[165],"dataneighborhood":[167],"systemuncertainty":[169],"functionMCMR":[170],"Disclosure":[171],"statementNo":[172],"conflict":[174],"interest":[176],"was":[177],"reported":[178],"author(s).Notes1":[181],"https://archive.ics.uci.edu/2":[182],"https://aistudio.baidu.com/aistudio/datasetdetail/40690Additional":[183],"informationFundingThis":[184],"work":[185],"supported":[187],"Program":[189,203],"Song":[191],"Shan":[192],"Laboratory":[193],"(Included":[194],"management":[197],"Major":[199],"Science":[200],"Technology":[202],"Henan":[205],"Province":[206],"[221100210700-2]).":[207]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}