{"id":"https://openalex.org/W2111619044","doi":"https://doi.org/10.1109/fuzzy.2006.1681748","title":"A New Feature Selection Criterion for Fuzzy Classification","display_name":"A New Feature Selection Criterion for Fuzzy Classification","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2111619044","doi":"https://doi.org/10.1109/fuzzy.2006.1681748","mag":"2111619044"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2006.1681748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 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/A5013642574","display_name":"Ricardo Almeida","orcid":"https://orcid.org/0000-0002-3278-9021"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"R.J. Almeida","raw_affiliation_strings":["Instituto Superior T\u00e9cnico, Department Mechanical Engineering/GCAR-IDMEC, Technical University of Lisbon, Lisboa, Portugal","Tech. Univ. of Lisbon, Lisbon"],"affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico, Department Mechanical Engineering/GCAR-IDMEC, Technical University of Lisbon, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I141596103"]},{"raw_affiliation_string":"Tech. Univ. of Lisbon, Lisbon","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100417538","display_name":"Carlos Silva","orcid":"https://orcid.org/0000-0002-7532-3993"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"C.A. Silva","raw_affiliation_strings":["Instituto Superior T\u00e9cnico, Department Mechanical Engineering/GCAR-IDMEC, Technical University of Lisbon, Lisboa, Portugal","Tech. Univ. of Lisbon, Lisbon"],"affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico, Department Mechanical Engineering/GCAR-IDMEC, Technical University of Lisbon, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I141596103"]},{"raw_affiliation_string":"Tech. Univ. of Lisbon, Lisbon","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068474295","display_name":"Jo\u00e3o M. C. Sousa","orcid":"https://orcid.org/0000-0002-8030-4746"},"institutions":[{"id":"https://openalex.org/I203847022","display_name":"Instituto Polit\u00e9cnico de Lisboa","ror":"https://ror.org/04ea70f07","country_code":"PT","type":"education","lineage":["https://openalex.org/I203847022"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"J.M.C. Sousa","raw_affiliation_strings":["Instituto Superior T\u00e9cnico, Department Mechanical Engineering/GCAR-IDMEC, Technical University of Lisbon, Lisboa, Portugal","Tech. Univ. of Lisbon, Lisbon"],"affiliations":[{"raw_affiliation_string":"Instituto Superior T\u00e9cnico, Department Mechanical Engineering/GCAR-IDMEC, Technical University of Lisbon, Lisboa, Portugal","institution_ids":["https://openalex.org/I203847022","https://openalex.org/I141596103"]},{"raw_affiliation_string":"Tech. Univ. of Lisbon, Lisbon","institution_ids":["https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013642574"],"corresponding_institution_ids":["https://openalex.org/I141596103","https://openalex.org/I203847022"],"apc_list":null,"apc_paid":null,"fwci":0.9035,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80795634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"437","last_page":"444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9988999962806702,"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":0.9988999962806702,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9839000105857849,"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/computer-science","display_name":"Computer science","score":0.6432651281356812},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6297701597213745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6207554340362549},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.566300094127655},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5416226387023926},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5026018619537354},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49495166540145874},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.49151310324668884},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4824579358100891},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4599546194076538},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45836031436920166},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.45685747265815735},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4521676301956177},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44643861055374146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43860554695129395},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3472154140472412}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6432651281356812},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6297701597213745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6207554340362549},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.566300094127655},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5416226387023926},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5026018619537354},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49495166540145874},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.49151310324668884},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4824579358100891},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4599546194076538},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45836031436920166},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.45685747265815735},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4521676301956177},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44643861055374146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43860554695129395},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3472154140472412},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2006.1681748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2006.1681748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W177590838","https://openalex.org/W572859077","https://openalex.org/W1481824277","https://openalex.org/W1537066827","https://openalex.org/W1550443206","https://openalex.org/W1560688497","https://openalex.org/W1793466594","https://openalex.org/W2014374971","https://openalex.org/W2019875374","https://openalex.org/W2044758663","https://openalex.org/W2046973285","https://openalex.org/W2079325629","https://openalex.org/W2090018524","https://openalex.org/W2100371246","https://openalex.org/W2103632179","https://openalex.org/W2109000886","https://openalex.org/W2109302235","https://openalex.org/W2113076747","https://openalex.org/W2120688485","https://openalex.org/W2125836384","https://openalex.org/W2135395088","https://openalex.org/W2138036661","https://openalex.org/W2140190241","https://openalex.org/W2144630308","https://openalex.org/W2151897697","https://openalex.org/W2159265133","https://openalex.org/W2167428023","https://openalex.org/W2174160981","https://openalex.org/W2480680997","https://openalex.org/W2540311239","https://openalex.org/W3165241807","https://openalex.org/W4233391551","https://openalex.org/W4300187280","https://openalex.org/W6607301666"],"related_works":["https://openalex.org/W2166637398","https://openalex.org/W1486684451","https://openalex.org/W2087021805","https://openalex.org/W2374152511","https://openalex.org/W2066929655","https://openalex.org/W2142453121","https://openalex.org/W4312800262","https://openalex.org/W1487720066","https://openalex.org/W154406135","https://openalex.org/W2148925928"],"abstract_inverted_index":{"The":[0,82,107],"identification":[1],"of":[2,20,74,105,112],"fuzzy":[3,62],"models":[4],"for":[5,42,51,116,121],"classification":[6,52,63,80],"is":[7,32,54],"a":[8,17,99],"very":[9],"complex":[10],"task.":[11],"Often,":[12],"real":[13],"world":[14],"databases":[15],"have":[16],"large":[18],"number":[19],"features":[21,120],"and":[22,70,77,97],"the":[23,37,43,103,110,113,118],"most":[24],"relevant":[25,41],"ones":[26],"must":[27],"be":[28],"chosen.":[29],"Therefore,":[30],"it":[31],"necessary":[33],"to":[34,59],"select":[35],"carefully":[36],"variables":[38],"that":[39],"are":[40,68],"feature":[44,49],"class.":[45],"A":[46],"new":[47],"automatic":[48],"selection":[50],"problems":[53],"proposed":[55,83,114],"in":[56,72,79,87,98],"this":[57],"paper,":[58],"construct":[60],"compact":[61],"models.":[64],"Several":[65],"clustering":[66],"algorithms":[67],"used":[69],"compared":[71],"terms":[73],"computational":[75],"efficiency":[76],"accuracy":[78],"problems.":[81],"algorithm":[84],"was":[85],"tested":[86],"well-known":[88],"data":[89],"sets:":[90],"iris":[91],"plant,":[92],"wine,":[93],"hepatitis,":[94],"breast":[95],"cancer":[96],"difficult":[100],"real-world":[101],"problem:":[102],"prediction":[104],"bankruptcy.":[106],"experiments":[108],"show":[109],"advantages":[111],"method":[115],"selecting":[117],"proper":[119],"classification.":[122]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}