{"id":"https://openalex.org/W2095208845","doi":"https://doi.org/10.1142/s0218488511007155","title":"ON DESIGNING FUZZY RULE-BASED MULTICLASSIFICATION SYSTEMS BY COMBINING FURIA WITH BAGGING AND FEATURE SELECTION","display_name":"ON DESIGNING FUZZY RULE-BASED MULTICLASSIFICATION SYSTEMS BY COMBINING FURIA WITH BAGGING AND FEATURE SELECTION","publication_year":2011,"publication_date":"2011-06-30","ids":{"openalex":"https://openalex.org/W2095208845","doi":"https://doi.org/10.1142/s0218488511007155","mag":"2095208845"},"language":"en","primary_location":{"id":"doi:10.1142/s0218488511007155","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488511007155","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based 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/A5017836813","display_name":"Krzysztof Trawi\u0144ski","orcid":"https://orcid.org/0000-0002-4953-7015"},"institutions":[{"id":"https://openalex.org/I4210118569","display_name":"European Centre for Soft Computing","ror":"https://ror.org/02b1fy379","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210118569"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"KRZYSZTOF TRAWI\u0143SKI","raw_affiliation_strings":["Edificio Cient\u00edfico-Tecnol\u00f3gico, Calle Gonzalo Guti\u00e9rrez Quir\u00f3s S/N, 33600 Mieres, Asturias, Spain","European Centre for Soft Computing, Mieres, Spain"],"affiliations":[{"raw_affiliation_string":"Edificio Cient\u00edfico-Tecnol\u00f3gico, Calle Gonzalo Guti\u00e9rrez Quir\u00f3s S/N, 33600 Mieres, Asturias, Spain","institution_ids":[]},{"raw_affiliation_string":"European Centre for Soft Computing, Mieres, Spain","institution_ids":["https://openalex.org/I4210118569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043084209","display_name":"\u00d3scar Cord\u00f3n","orcid":"https://orcid.org/0000-0001-5112-5629"},"institutions":[{"id":"https://openalex.org/I4210118569","display_name":"European Centre for Soft Computing","ror":"https://ror.org/02b1fy379","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210118569"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"OSCAR CORD\u00d3N","raw_affiliation_strings":["Edificio Cient\u00edfico-Tecnol\u00f3gico, Calle Gonzalo Guti\u00e9rrez Quir\u00f3s S/N, 33600 Mieres, Asturias, Spain","European Centre for Soft Computing, Mieres, Spain"],"affiliations":[{"raw_affiliation_string":"Edificio Cient\u00edfico-Tecnol\u00f3gico, Calle Gonzalo Guti\u00e9rrez Quir\u00f3s S/N, 33600 Mieres, Asturias, Spain","institution_ids":[]},{"raw_affiliation_string":"European Centre for Soft Computing, Mieres, Spain","institution_ids":["https://openalex.org/I4210118569"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015220620","display_name":"Arnaud Quirin","orcid":"https://orcid.org/0000-0002-1587-3336"},"institutions":[{"id":"https://openalex.org/I4210118569","display_name":"European Centre for Soft Computing","ror":"https://ror.org/02b1fy379","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210118569"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"ARNAUD QUIRIN","raw_affiliation_strings":["Edificio Cient\u00edfico-Tecnol\u00f3gico, Calle Gonzalo Guti\u00e9rrez Quir\u00f3s S/N, 33600 Mieres, Asturias, Spain","European Centre for Soft Computing, Mieres, Spain"],"affiliations":[{"raw_affiliation_string":"Edificio Cient\u00edfico-Tecnol\u00f3gico, Calle Gonzalo Guti\u00e9rrez Quir\u00f3s S/N, 33600 Mieres, Asturias, Spain","institution_ids":[]},{"raw_affiliation_string":"European Centre for Soft Computing, Mieres, Spain","institution_ids":["https://openalex.org/I4210118569"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017836813"],"corresponding_institution_ids":["https://openalex.org/I4210118569"],"apc_list":null,"apc_paid":null,"fwci":5.1309,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95384101,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":"04","first_page":"589","last_page":"633"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987999796867371,"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":0.9969000220298767,"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/T10320","display_name":"Neural Networks and Applications","score":0.9932000041007996,"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/feature-selection","display_name":"Feature selection","score":0.728033185005188},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.6738417148590088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6181874871253967},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5758782625198364},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5733415484428406},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5680814385414124},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5605324506759644},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5561573505401611},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.49543631076812744},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44405028223991394},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.41913288831710815},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.358714759349823},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2654404938220978}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.728033185005188},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.6738417148590088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6181874871253967},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5758782625198364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5733415484428406},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5680814385414124},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5605324506759644},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5561573505401611},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.49543631076812744},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44405028223991394},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.41913288831710815},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.358714759349823},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2654404938220978}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218488511007155","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218488511007155","pdf_url":null,"source":{"id":"https://openalex.org/S69518169","display_name":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","issn_l":"0218-4885","issn":["0218-4885","1793-6411"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7099999785423279,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W60482913","https://openalex.org/W155291262","https://openalex.org/W1536099054","https://openalex.org/W1542891361","https://openalex.org/W1551410756","https://openalex.org/W1575403013","https://openalex.org/W1595789847","https://openalex.org/W1605688901","https://openalex.org/W1670263352","https://openalex.org/W1965500056","https://openalex.org/W1971422257","https://openalex.org/W1992018127","https://openalex.org/W2003676501","https://openalex.org/W2006566264","https://openalex.org/W2006952333","https://openalex.org/W2041905826","https://openalex.org/W2042053856","https://openalex.org/W2048890349","https://openalex.org/W2060605237","https://openalex.org/W2068283474","https://openalex.org/W2070693981","https://openalex.org/W2078365380","https://openalex.org/W2087097325","https://openalex.org/W2090275183","https://openalex.org/W2090415868","https://openalex.org/W2093717447","https://openalex.org/W2096220242","https://openalex.org/W2096395334","https://openalex.org/W2096451472","https://openalex.org/W2097403876","https://openalex.org/W2100805904","https://openalex.org/W2110358253","https://openalex.org/W2113242816","https://openalex.org/W2117085409","https://openalex.org/W2119475352","https://openalex.org/W2122762752","https://openalex.org/W2124868070","https://openalex.org/W2125055259","https://openalex.org/W2130676194","https://openalex.org/W2133370027","https://openalex.org/W2138408785","https://openalex.org/W2149772057","https://openalex.org/W2151621691","https://openalex.org/W2155653793","https://openalex.org/W2155720957","https://openalex.org/W2164400088","https://openalex.org/W2164568552","https://openalex.org/W2167277498","https://openalex.org/W2171023332","https://openalex.org/W2171752105","https://openalex.org/W2487087946","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2993383518","https://openalex.org/W2997776631","https://openalex.org/W3152294918"],"related_works":["https://openalex.org/W4388745254","https://openalex.org/W2889302474","https://openalex.org/W2980082554","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W1517228774","https://openalex.org/W2117019857","https://openalex.org/W2609187215","https://openalex.org/W2022209554","https://openalex.org/W1496490105"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3],"conduct":[4],"a":[5,8,59],"study":[6,48],"considering":[7,39],"fuzzy":[9,29,62,92],"rule-based":[10],"multiclassification":[11],"system":[12],"design":[13,58],"framework":[14],"based":[15],"on":[16,49],"Fuzzy":[17],"Unordered":[18],"Rule":[19],"Induction":[20],"Algorithm":[21],"(FURIA).":[22],"This":[23],"advanced":[24],"method":[25],"serves":[26],"as":[27],"the":[28,36,50,73,95],"classification":[30],"rule":[31],"learning":[32],"algorithm":[33],"to":[34,57,80],"derive":[35],"component":[37],"classifiers":[38],"bagging":[40,53],"and":[41,54,99,105],"feature":[42,55],"selection.":[43],"We":[44],"develop":[45],"an":[46],"exhaustive":[47],"potential":[51],"of":[52],"selection":[56],"final":[60],"FURIA-based":[61,91],"multiclassifier":[63],"dealing":[64],"with":[65,102],"high":[66],"dimensional":[67],"data.":[68],"Several":[69],"parameter":[70],"settings":[71],"for":[72],"global":[74],"approach":[75],"are":[76,100],"tested":[77],"when":[78],"applied":[79],"twenty":[81],"one":[82],"popular":[83],"UCI":[84],"datasets.":[85],"The":[86],"results":[87],"obtained":[88],"show":[89],"that":[90],"multiclassifiers":[93,104],"outperform":[94],"single":[96],"FURIA":[97],"classifier":[98],"competitive":[101],"C4.5":[103],"random":[106],"forests.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
