{"id":"https://openalex.org/W2896746105","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491689","title":"Multi-objective Fuzzy Pattern Trees","display_name":"Multi-objective Fuzzy Pattern Trees","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2896746105","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491689","mag":"2896746105"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2018.8491689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491689","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071139091","display_name":"Anderson Rodrigues dos Santos","orcid":"https://orcid.org/0000-0003-3418-0823"},"institutions":[{"id":"https://openalex.org/I40034438","display_name":"Universidade do Estado do Rio de Janeiro","ror":"https://ror.org/0198v2949","country_code":"BR","type":"education","lineage":["https://openalex.org/I40034438"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Anderson Rodrigues dos Santos","raw_affiliation_strings":["Laborat\u00f3rio de Redes Industriais e Sistemas de Automa\u00e7\u00e3o, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil"],"affiliations":[{"raw_affiliation_string":"Laborat\u00f3rio de Redes Industriais e Sistemas de Automa\u00e7\u00e3o, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil","institution_ids":["https://openalex.org/I40034438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087902322","display_name":"Jorge Amaral","orcid":"https://orcid.org/0000-0001-6580-5668"},"institutions":[{"id":"https://openalex.org/I40034438","display_name":"Universidade do Estado do Rio de Janeiro","ror":"https://ror.org/0198v2949","country_code":"BR","type":"education","lineage":["https://openalex.org/I40034438"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Luis Machado do Amaral","raw_affiliation_strings":["Laborat\u00f3rio de Redes Industriais e Sistemas de Automa\u00e7\u00e3o, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil"],"affiliations":[{"raw_affiliation_string":"Laborat\u00f3rio de Redes Industriais e Sistemas de Automa\u00e7\u00e3o, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil","institution_ids":["https://openalex.org/I40034438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040732493","display_name":"Carlos Augusto Ribeiro Soares","orcid":"https://orcid.org/0000-0001-5281-1313"},"institutions":[{"id":"https://openalex.org/I40034438","display_name":"Universidade do Estado do Rio de Janeiro","ror":"https://ror.org/0198v2949","country_code":"BR","type":"education","lineage":["https://openalex.org/I40034438"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Augusto Ribeiro Soares","raw_affiliation_strings":["Laborat\u00f3rio de Redes Industriais e Sistemas de Automa\u00e7\u00e3o, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil"],"affiliations":[{"raw_affiliation_string":"Laborat\u00f3rio de Redes Industriais e Sistemas de Automa\u00e7\u00e3o, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil","institution_ids":["https://openalex.org/I40034438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015072699","display_name":"A. V. de Barros","orcid":null},"institutions":[{"id":"https://openalex.org/I40034438","display_name":"Universidade do Estado do Rio de Janeiro","ror":"https://ror.org/0198v2949","country_code":"BR","type":"education","lineage":["https://openalex.org/I40034438"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adriano Valladao de Barros","raw_affiliation_strings":["Laborat\u00f3rio de Redes Industriais e Sistemas de Automa\u00e7\u00e3o, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil"],"affiliations":[{"raw_affiliation_string":"Laborat\u00f3rio de Redes Industriais e Sistemas de Automa\u00e7\u00e3o, Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brasil","institution_ids":["https://openalex.org/I40034438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071139091"],"corresponding_institution_ids":["https://openalex.org/I40034438"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.11463926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9984999895095825,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6056908369064331},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.5842574834823608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5632097721099854},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5312559008598328},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5100477337837219},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47247573733329773},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4446799159049988},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.43510979413986206},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.418449729681015},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.41778963804244995},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.4114535450935364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3607417345046997},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32120150327682495},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.2865561246871948}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6056908369064331},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.5842574834823608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5632097721099854},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5312559008598328},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5100477337837219},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47247573733329773},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4446799159049988},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.43510979413986206},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.418449729681015},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.41778963804244995},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.4114535450935364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3607417345046997},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32120150327682495},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.2865561246871948},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2018.8491689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491689","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.5199999809265137,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W127973889","https://openalex.org/W1495969577","https://openalex.org/W2022421417","https://openalex.org/W2026301394","https://openalex.org/W2039252507","https://openalex.org/W2069403261","https://openalex.org/W2080382162","https://openalex.org/W2093620744","https://openalex.org/W2126105956","https://openalex.org/W2148191101","https://openalex.org/W2149088439","https://openalex.org/W4213333889","https://openalex.org/W4230674625","https://openalex.org/W4240003297","https://openalex.org/W6605180416"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4312407344","https://openalex.org/W1971758741"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3,20,52,60,142],"multi-objective":[4,107],"system":[5],"for":[6,111],"induction":[7],"of":[8,39,67,73,97,135],"fuzzy":[9,28,40],"classifiers":[10],"based":[11],"on":[12],"Fuzzy":[13,16,156],"Pattern":[14,17,157],"Trees.":[15],"Trees":[18,158],"is":[19,54],"tree-based":[21],"hierarchical":[22],"model,":[23,153],"having":[24],"as":[25],"internal":[26],"nodes,":[27],"logical":[29],"operators":[30],"and":[31,42,100,128,144,154,167],"their":[32],"leaves":[33],"are":[34],"composed":[35],"by":[36,79],"the":[37,50,65,68,74,80,86,93,95,98,101,104,136,151,155],"combination":[38],"terms":[41],"input":[43],"attributes.":[44],"For":[45],"each":[46],"class":[47,62],"present":[48],"in":[49,132],"problem":[51],"tree":[53,57],"created.":[55],"Each":[56],"will":[58],"be":[59],"\"logical":[61],"description\"":[63],"allowing":[64],"interpretation":[66],"result.":[69,146],"The":[70,117,161],"construction":[71],"method":[72],"original":[75],"trees":[76],"was":[77,109,120,150],"replaced":[78],"Cartesian":[81],"Genetic":[82],"Programming,":[83],"to":[84],"explore":[85],"search":[87,112],"space":[88],"better.":[89],"Two":[90],"objectives":[91],"guide":[92],"search:":[94],"accuracy":[96],"classification":[99],"interpretability.":[102],"Therefore":[103],"NSGA":[105],"II":[106],"algorithm":[108],"used":[110],"solutions":[113],"that":[114],"contemplate":[115],"both.":[116],"proposed":[118,152,162],"Classifier":[119],"compared":[121],"with":[122],"Random":[123],"Forests,":[124],"Support":[125],"Vector":[126],"Machines":[127],"K":[129],"Nearest":[130],"Neighbors":[131],"several":[133],"databases":[134],"UCI":[137],"Machine":[138],"Learning":[139],"Repository":[140],"presenting":[141],"competitive":[143,165],"interpretable":[145],"Another":[147],"comparison":[148],"made":[149],"initially":[159],"proposed.":[160],"model":[163],"showed":[164],"results":[166],"smaller":[168],"trees.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}