{"id":"https://openalex.org/W2154530361","doi":"https://doi.org/10.1109/fuzzy.2009.5277289","title":"Interval-valued fuzzy-rough feature selection in datasets with missing values","display_name":"Interval-valued fuzzy-rough feature selection in datasets with missing values","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2154530361","doi":"https://doi.org/10.1109/fuzzy.2009.5277289","mag":"2154530361"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2009.5277289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-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"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Richard Jensen","raw_affiliation_strings":["Department of Computer Science, Aberystwyth University, Aberystwyth, UK","Department of Computer Science, Aberys-twyth University, Aberystwyth, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aberystwyth University, Aberystwyth, UK","institution_ids":["https://openalex.org/I16038530"]},{"raw_affiliation_string":"Department of Computer Science, Aberys-twyth University, Aberystwyth, Wales, UK","institution_ids":["https://openalex.org/I16038530"]}]},{"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qiang Shen","raw_affiliation_strings":["Department of Computer Science, Aberystwyth University, Aberystwyth, UK","Department of Computer Science, Aberys-twyth University, Aberystwyth, Wales, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aberystwyth University, Aberystwyth, UK","institution_ids":["https://openalex.org/I16038530"]},{"raw_affiliation_string":"Department of Computer Science, Aberys-twyth University, Aberystwyth, Wales, UK","institution_ids":["https://openalex.org/I16038530"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019423905"],"corresponding_institution_ids":["https://openalex.org/I16038530"],"apc_list":null,"apc_paid":null,"fwci":1.3711,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.81997425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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":0.9998999834060669,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9657999873161316,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9429000020027161,"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/rough-set","display_name":"Rough set","score":0.8380473852157593},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.7121504545211792},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7015870809555054},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.6678721904754639},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6277758479118347},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6190263032913208},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6164457201957703},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5341521501541138},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5339233875274658},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5037714838981628},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4923301935195923},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.46483561396598816},{"id":"https://openalex.org/keywords/dominance-based-rough-set-approach","display_name":"Dominance-based rough set approach","score":0.4375036060810089},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4320247769355774},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4141239523887634},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3933577239513397},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3354692757129669}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8380473852157593},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.7121504545211792},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7015870809555054},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.6678721904754639},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6277758479118347},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6190263032913208},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6164457201957703},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5341521501541138},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5339233875274658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5037714838981628},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4923301935195923},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.46483561396598816},{"id":"https://openalex.org/C39105242","wikidata":"https://www.wikidata.org/wiki/Q5290286","display_name":"Dominance-based rough set approach","level":3,"score":0.4375036060810089},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4320247769355774},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4141239523887634},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3933577239513397},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3354692757129669},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzzy.2009.5277289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:aber.ac.uk:publications/335f3d65-cc2e-474e-8a63-7d8d8777140a","is_oa":false,"landing_page_url":"https://pure.aber.ac.uk/portal/en/publications/intervalvalued-fuzzyrough-feature-selection-in-datasets-with-missing-values(335f3d65-cc2e-474e-8a63-7d8d8777140a).html","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1552540318","https://openalex.org/W1635923105","https://openalex.org/W1670263352","https://openalex.org/W1947957290","https://openalex.org/W1976034104","https://openalex.org/W2002680690","https://openalex.org/W2027623192","https://openalex.org/W2027654459","https://openalex.org/W2084812512","https://openalex.org/W2128771953","https://openalex.org/W2132885717","https://openalex.org/W2150879558","https://openalex.org/W2162706466","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4234872946","https://openalex.org/W4253407057","https://openalex.org/W4255833381"],"related_works":["https://openalex.org/W2123662875","https://openalex.org/W2473601878","https://openalex.org/W2379884433","https://openalex.org/W2042497195","https://openalex.org/W2397494716","https://openalex.org/W4214891796","https://openalex.org/W2165634587","https://openalex.org/W2087213536","https://openalex.org/W2382975841","https://openalex.org/W2978519593"],"abstract_inverted_index":{"One":[0],"of":[1,6,15,22,52,98,119],"the":[2,13,25,59,99,117],"many":[3,33],"successful":[4],"applications":[5],"rough":[7,19],"set":[8,20,43],"theory":[9,44],"has":[10,32,45,70],"been":[11,47,71],"to":[12,56,79,112],"area":[14],"feature":[16,101],"selection.":[17],"The":[18],"principle":[21],"using":[23,89],"only":[24],"supplied":[26],"data":[27],"and":[28],"no":[29,72],"other":[30,37],"information":[31],"benefits,":[34],"where":[35],"most":[36],"methods":[38],"require":[39],"supplementary":[40],"knowledge.":[41],"Fuzzy-rough":[42],"recently":[46],"proposed":[48],"as":[49,109],"an":[50,96,123],"extension":[51,97],"this,":[53],"in":[54,62,122],"order":[55],"better":[57],"handle":[58],"uncertainty":[60],"present":[61],"real":[63,90],"data.":[64,92],"However,":[65],"following":[66],"this":[67,114],"approach,":[68],"there":[69],"investigation":[73],"(theoretical":[74],"or":[75],"otherwise)":[76],"into":[77],"how":[78],"deal":[80],"with":[81],"missing":[82,120],"values":[83,121],"effectively,":[84],"another":[85],"problem":[86,115],"encountered":[87],"when":[88],"world":[91],"This":[93],"paper":[94],"proposes":[95],"fuzzy-rough":[100],"selection":[102],"methodology,":[103],"based":[104],"on":[105],"interval-valued":[106],"fuzzy":[107],"sets,":[108],"a":[110],"means":[111],"counter":[113],"via":[116],"representation":[118],"intuitive":[124],"way.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
