{"id":"https://openalex.org/W2134291670","doi":"https://doi.org/10.1109/tfuzz.2009.2026639","title":"Are More Features Better? A Response to<i>Attributes Reduction Using Fuzzy Rough Sets</i>","display_name":"Are More Features Better? A Response to<i>Attributes Reduction Using Fuzzy Rough Sets</i>","publication_year":2009,"publication_date":"2009-07-07","ids":{"openalex":"https://openalex.org/W2134291670","doi":"https://doi.org/10.1109/tfuzz.2009.2026639","mag":"2134291670"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2009.2026639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2009.2026639","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/A5019423905","display_name":"Richard Jensen","orcid":"https://orcid.org/0000-0002-1016-1524"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]},{"id":"https://openalex.org/I97429440","display_name":"University of Wales","ror":"https://ror.org/01se4f844","country_code":"GB","type":"education","lineage":["https://openalex.org/I97429440"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"R. Jensen","raw_affiliation_strings":["Department of Computer Science, University of Wales, Aberystwyth, UK","Department of Computer Science, University of Wales, Aberystwyth, UK,"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Wales, Aberystwyth, UK","institution_ids":["https://openalex.org/I16038530","https://openalex.org/I97429440"]},{"raw_affiliation_string":"Department of Computer Science, University of Wales, Aberystwyth, UK,","institution_ids":["https://openalex.org/I16038530","https://openalex.org/I97429440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036010787","display_name":"Qiang Shen","orcid":"https://orcid.org/0000-0001-9333-4605"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]},{"id":"https://openalex.org/I97429440","display_name":"University of Wales","ror":"https://ror.org/01se4f844","country_code":"GB","type":"education","lineage":["https://openalex.org/I97429440"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qiang Shen","raw_affiliation_strings":["Department of Computer Science, University of Wales, Aberystwyth, UK","Department of Computer Science, University of Wales, Aberystwyth, UK,"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Wales, Aberystwyth, UK","institution_ids":["https://openalex.org/I16038530","https://openalex.org/I97429440"]},{"raw_affiliation_string":"Department of Computer Science, University of Wales, Aberystwyth, UK,","institution_ids":["https://openalex.org/I16038530","https://openalex.org/I97429440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019423905"],"corresponding_institution_ids":["https://openalex.org/I16038530","https://openalex.org/I97429440"],"apc_list":null,"apc_paid":null,"fwci":4.456,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.94974045,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"1456","last_page":"1458"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9901999831199646,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9901000261306763,"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6505201458930969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5906352996826172},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5598710179328918},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.49791693687438965},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.48916152119636536},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4722325801849365},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.46185600757598877},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.42802464962005615},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4227815568447113},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4224071502685547},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3884809613227844},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30601319670677185},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.10897406935691833},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08466720581054688}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6505201458930969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5906352996826172},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5598710179328918},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.49791693687438965},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.48916152119636536},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4722325801849365},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.46185600757598877},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.42802464962005615},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4227815568447113},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4224071502685547},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3884809613227844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30601319670677185},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.10897406935691833},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08466720581054688},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tfuzz.2009.2026639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2009.2026639","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"},{"id":"pmh:oai:aber.ac.uk:publications/57f7dba3-a9fd-4f8a-b393-5828bfe6586d","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5159373&isnumber=5338640","pdf_url":null,"source":{"id":"https://openalex.org/S4306401660","display_name":"Aberystwyth Research portal (Aberystwyth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16038530","host_organization_name":"Aberystwyth University","host_organization_lineage":["https://openalex.org/I16038530"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7830066308","display_name":null,"funder_award_id":"EP/E058388/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W280410054","https://openalex.org/W1484754041","https://openalex.org/W1570713908","https://openalex.org/W1608549042","https://openalex.org/W1635923105","https://openalex.org/W2030589840","https://openalex.org/W2038770572","https://openalex.org/W2082173396","https://openalex.org/W2090738500","https://openalex.org/W2096393821","https://openalex.org/W2103116581","https://openalex.org/W2108268240","https://openalex.org/W2119387367","https://openalex.org/W2119479037","https://openalex.org/W2123509054","https://openalex.org/W2128771953","https://openalex.org/W2133462743","https://openalex.org/W2152770325","https://openalex.org/W2156571267","https://openalex.org/W2158407140","https://openalex.org/W2160307100","https://openalex.org/W2162364423","https://openalex.org/W2162546780","https://openalex.org/W2168523997","https://openalex.org/W2171366364","https://openalex.org/W4234872946","https://openalex.org/W4237171445","https://openalex.org/W4285719527","https://openalex.org/W6636336243","https://openalex.org/W6682510316","https://openalex.org/W6682904970"],"related_works":["https://openalex.org/W2392963705","https://openalex.org/W2107349454","https://openalex.org/W2382278777","https://openalex.org/W2167403502","https://openalex.org/W2353240132","https://openalex.org/W1587347718","https://openalex.org/W20047544","https://openalex.org/W2978519593","https://openalex.org/W2102746356","https://openalex.org/W4390066334"],"abstract_inverted_index":{"A":[0],"recent":[1],"TRANSACTIONS":[2],"ON":[3],"FUZZY":[4],"SYSTEMS":[5],"paper":[6],"proposing":[7],"a":[8,52],"new":[9],"fuzzy-rough":[10],"feature":[11,101],"selector":[12],"(FRFS)":[13],"has":[14,48],"claimed":[15],"that":[16],"the":[17,23,25,56,93,98,104,108,116,161],"more":[18],"attributes":[19],"remain":[20],"in":[21,79,124],"datasets,":[22],"better":[24],"approximations":[26],"and":[27,61,112,115],"hence":[28],"resulting":[29],"models.":[30],"[Tsang":[31],",":[32,39,69,151],"<i":[33,63,145],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[34,64,146],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">IEEE":[35,65,147],"Trans.":[36,66,148],"Fuzzy":[37,67,149],"Syst.</i>":[38,68,150],"vol.":[40,70,152],"16,":[41,153],"no.":[42,72,154],"5,":[43,155],"pp.":[44,74,156],"1130-1141].":[45],"This":[46,130],"claim":[47,94],"been":[49],"used":[50],"as":[51,88,91,135,137],"primary":[53],"criticism":[54],"of":[55,106,110,119],"original":[57,162],"FRFS":[58],"method":[59],"[Jensen":[60],"Shen,":[62],"15,":[71],"1,":[73],"73-89,":[75],"Feb.":[76],"2007].":[77],"Although,":[78],"certain":[80],"applications,":[81],"it":[82],"may":[83],"be":[84],"necessary":[85],"to":[86,97],"consider":[87],"many":[89],"features":[90],"possible,":[92],"is":[95],"contrary":[96],"motivation":[99],"behind":[100],"selection":[102],"concerning":[103],"curse":[105],"dimensionality,":[107],"presence":[109],"redundant":[111],"irrelevant":[113],"features,":[114],"large":[117],"amount":[118],"literature":[120],"documenting":[121],"observed":[122],"improvements":[123],"modeling":[125],"techniques":[126],"following":[127],"data":[128],"reduction.":[129],"letter":[131],"discusses":[132],"this":[133],"issue,":[134],"well":[136],"two":[138],"other":[139],"issues":[140],"raised":[141],"by":[142],"Tsang":[143],"[":[144],"1130-1141,":[157],"Oct.":[158],"2008]":[159],"regarding":[160],"algorithm.":[163]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
