{"id":"https://openalex.org/W3103926808","doi":"https://doi.org/10.3233/faia200703","title":"Neighborhood Based Multi-Granularity Attribute Reduction: An Acceleration Approach","display_name":"Neighborhood Based Multi-Granularity Attribute Reduction: An Acceleration Approach","publication_year":2020,"publication_date":"2020-11-09","ids":{"openalex":"https://openalex.org/W3103926808","doi":"https://doi.org/10.3233/faia200703","mag":"3103926808"},"language":"en","primary_location":{"id":"doi:10.3233/faia200703","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200703","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200703","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200703","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100779361","display_name":"Jingjing Song","orcid":"https://orcid.org/0000-0002-2637-7901"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingjing Song","raw_affiliation_strings":["Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, China","School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China","Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, China; School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China","institution_ids":["https://openalex.org/I4210096899"]},{"raw_affiliation_string":"Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, China; School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103085608","display_name":"Huili Dou","orcid":"https://orcid.org/0000-0001-5105-7515"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huili Dou","raw_affiliation_strings":["School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019391310","display_name":"Xiansheng Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiansheng Rao","raw_affiliation_strings":["School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112858520","display_name":"Xiaojing Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojing Luo","raw_affiliation_strings":["School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China"],"affiliations":[{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100621869","display_name":"Xuan Yan","orcid":"https://orcid.org/0009-0003-1320-351X"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Yan","raw_affiliation_strings":["School of Economics and Management, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212003, China","institution_ids":["https://openalex.org/I4210096899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100779361"],"corresponding_institution_ids":["https://openalex.org/I4210096899"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25583736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9387000203132629,"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/reduct","display_name":"Reduct","score":0.9957123398780823},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.9370002746582031},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.8202046155929565},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.7160687446594238},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6539787650108337},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5562258362770081},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47062280774116516},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3231458067893982}],"concepts":[{"id":"https://openalex.org/C69177213","wikidata":"https://www.wikidata.org/wiki/Q12880812","display_name":"Reduct","level":3,"score":0.9957123398780823},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.9370002746582031},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8202046155929565},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.7160687446594238},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6539787650108337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5562258362770081},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47062280774116516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3231458067893982},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia200703","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200703","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200703","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia200703","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia200703","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA200703","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G5070733688","display_name":null,"funder_award_id":"D1901","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6024422597","display_name":null,"funder_award_id":"61906078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3103926808.pdf","grobid_xml":"https://content.openalex.org/works/W3103926808.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W831516024","https://openalex.org/W2018113971","https://openalex.org/W2027654459","https://openalex.org/W2036999870","https://openalex.org/W2060457781","https://openalex.org/W2067179717","https://openalex.org/W2079680557","https://openalex.org/W2089137303","https://openalex.org/W2119343539","https://openalex.org/W2130367040","https://openalex.org/W2143040521","https://openalex.org/W2158633287","https://openalex.org/W2292553612","https://openalex.org/W2343038205","https://openalex.org/W2511098035","https://openalex.org/W2557776595","https://openalex.org/W2588572297","https://openalex.org/W2771788932","https://openalex.org/W2791315675","https://openalex.org/W2797418351","https://openalex.org/W2803519183","https://openalex.org/W2900648357","https://openalex.org/W2908473781","https://openalex.org/W2910351322","https://openalex.org/W2912622511","https://openalex.org/W2918933069","https://openalex.org/W2941752766","https://openalex.org/W2956603593","https://openalex.org/W2986011113","https://openalex.org/W3021067126","https://openalex.org/W3027542329","https://openalex.org/W3120421331"],"related_works":["https://openalex.org/W2369301332","https://openalex.org/W2101726329","https://openalex.org/W2376860763","https://openalex.org/W2163171169","https://openalex.org/W1975980892","https://openalex.org/W2077183117","https://openalex.org/W3119649673","https://openalex.org/W1880013533","https://openalex.org/W2393055956","https://openalex.org/W2367964367"],"abstract_inverted_index":{"As":[0],"a":[1,72],"feature":[2],"selection":[3],"technique":[4],"in":[5,52,62,85,157],"rough":[6],"set":[7],"theory,":[8],"attribute":[9,25,51,81],"reduction":[10,26,82],"has":[11,27],"been":[12],"extensively":[13],"explored":[14],"from":[15],"various":[16],"viewpoints":[17],"especially":[18],"the":[19,47,53,92,105,110,123,142,150,158],"aspect":[20],"of":[21,49,56,66,95,112,153,161],"granularity,":[22],"and":[23,109],"multi-granularity":[24,80,155],"attracted":[28],"much":[29],"attention.":[30],"Nevertheless,":[31],"it":[32],"should":[33],"be":[34,42],"pointed":[35],"out":[36],"that":[37,141],"multiple":[38],"granularities":[39],"require":[40],"to":[41,45,90,149],"considered":[43],"simultaneously":[44],"evaluate":[46],"significance":[48],"candidate":[50,120],"corresponding":[54],"process":[55],"computing":[57,162],"reduct,":[58],"which":[59,88],"may":[60],"result":[61],"high":[63],"elapsed":[64,159],"time":[65,160],"searching":[67,96,113],"reduct.":[68,97],"To":[69],"alleviate":[70],"such":[71],"problem,":[73],"an":[74],"acceleration":[75,143],"strategy":[76,144],"for":[77],"neighborhood":[78],"based":[79],"is":[83,101],"proposed":[84,99],"this":[86],"paper,":[87],"aims":[89],"improve":[91],"computational":[93],"efficiency":[94],"Our":[98],"approach":[100,152],"actually":[102],"realized":[103],"through":[104,118],"positive":[106],"approximation":[107],"mechanism,":[108],"processes":[111],"qualified":[114],"attributes":[115,121],"are":[116],"executed":[117],"evaluating":[119],"over":[122,135],"gradually":[124],"reduced":[125],"sample":[126],"space":[127],"rather":[128],"than":[129],"all":[130],"samples.":[131],"The":[132],"experimental":[133],"results":[134],"12":[136],"UCI":[137],"data":[138],"sets":[139],"demonstrate":[140],"can":[145],"provide":[146],"superior":[147],"performance":[148],"naive":[151],"deriving":[154],"reduct":[156,163],"without":[164],"generating":[165],"different":[166],"reducts.":[167]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}