{"id":"https://openalex.org/W2897479163","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491622","title":"Wrapper-based Fuzzy Inductive Reasoning model identification for imbalance data classification","display_name":"Wrapper-based Fuzzy Inductive Reasoning model identification for imbalance data classification","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897479163","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491622","mag":"2897479163"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2018.8491622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/2117/124561","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000278604","display_name":"Solmaz Bagherpour","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Solmaz Bagherpour","raw_affiliation_strings":["Soft Computing Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC) Jordi Girona Salgado 1-3, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Soft Computing Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC) Jordi Girona Salgado 1-3, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051164932","display_name":"\u00c0ngela Nebot","orcid":"https://orcid.org/0000-0002-4621-8262"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Angela Nebot","raw_affiliation_strings":["Soft Computing Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC) Jordi Girona Salgado 1-3, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Soft Computing Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC) Jordi Girona Salgado 1-3, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031624785","display_name":"Francisco Mugica","orcid":"https://orcid.org/0000-0003-2843-0427"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Mugica","raw_affiliation_strings":["Soft Computing Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC) Jordi Girona Salgado 1-3, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Soft Computing Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC) Jordi Girona Salgado 1-3, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000278604"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":0.3384,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69490804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"39","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9962999820709229,"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":0.9962999820709229,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9918000102043152,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9753999710083008,"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/classifier","display_name":"Classifier (UML)","score":0.6742635369300842},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6603343486785889},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.610000491142273},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5941895842552185},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47767266631126404},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.47085779905319214},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.462239533662796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4009557366371155}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6742635369300842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6603343486785889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.610000491142273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5941895842552185},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47767266631126404},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.47085779905319214},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.462239533662796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4009557366371155},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/fuzz-ieee.2018.8491622","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/124561","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/124561","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:recercat.cat:2072/336314","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/124561","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/submittedVersion"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/124561","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/124561","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W572368116","https://openalex.org/W608314793","https://openalex.org/W1642443113","https://openalex.org/W1980557683","https://openalex.org/W2137822999","https://openalex.org/W2170505850","https://openalex.org/W2173965307","https://openalex.org/W2493605021","https://openalex.org/W2911681169","https://openalex.org/W4245055982","https://openalex.org/W6636838963"],"related_works":["https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W2961085424","https://openalex.org/W1972473893","https://openalex.org/W2466435674","https://openalex.org/W2765200542","https://openalex.org/W2367893528","https://openalex.org/W3107784576"],"abstract_inverted_index":{"Fuzzy":[0],"Inductive":[1],"Reasoning":[2],"(FIR)":[3],"is":[4,74],"a":[5,23,66,90,102,121,169],"qualitative":[6,27],"inductive":[7],"modeling":[8],"and":[9,30,77,154,164],"simulation":[10],"methodology":[11,85],"for":[12,26,105],"dealing":[13,93],"with":[14,94,144],"complex":[15],"dynamical":[16],"systems.":[17],"FIR":[18,46,64,84,127,142],"has":[19,47],"proven":[20],"to":[21,51,75,125,132,148,168],"be":[22],"powerful":[24],"tool":[25],"model":[28,80,107,128,146],"identification":[29,108],"prediction":[31],"of":[32,35,38,63,71,89,112,151,171],"future":[33],"be-havior":[34],"different":[36],"kinds":[37],"system":[39],"domains":[40],"including":[41],"biology,":[42],"medicine,":[43],"ecology,":[44],"etc.":[45],"been":[48],"mainly":[49],"applied":[50,131,167],"regression":[52],"problems,":[53],"but":[54],"recently":[55],"we":[56,100,139],"are":[57],"interested":[58],"in":[59,83,109],"studying":[60],"the":[61,79,87,110],"feasibility":[62],"as":[65],"classifier.":[67],"The":[68],"main":[69],"objective":[70],"this":[72,98,117,137],"study":[73],"analyze":[76],"revise":[78],"selection":[81,129,147],"process":[82],"from":[86],"perspective":[88],"classifier":[91],"when":[92,130,166],"imbalance":[95],"data.":[96],"In":[97,136],"research":[99],"propose":[101],"wrapper":[103,145],"technique":[104],"fuzzy":[106],"context":[111],"FIR.":[113],"We":[114],"demonstrate":[115],"that":[116],"new":[118],"approach":[119],"exhibits":[120],"significant":[122],"improvement":[123],"comparing":[124],"classical":[126],"imbalanced":[133],"data":[134],"classification.":[135],"paper":[138],"also":[140],"compare":[141],"Classifier":[143],"similar":[149],"genre":[150],"classic":[152],"rule-based":[153],"instance-based":[155],"classifiers,":[156],"i.e.":[157],"RISE,":[158],"kNN,":[159],"C4.5,":[160],"CN2,":[161],"PART,":[162],"RIPPER":[163],"Modlem,":[165],"set":[170],"classification":[172],"benchmarks.":[173]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}