{"id":"https://openalex.org/W2174765062","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7338037","title":"Development of a fuzzy rule-based system using Genetic Programming for Forecasting problems","display_name":"Development of a fuzzy rule-based system using Genetic Programming for Forecasting problems","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2174765062","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7338037","mag":"2174765062"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7338037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7338037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 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/A5071702962","display_name":"Adriano Koshiyama","orcid":"https://orcid.org/0000-0001-7536-1503"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Adriano S. Koshiyama","raw_affiliation_strings":["Department of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro Rua Marqu\u00eas de S\u00e3o Vicente, RJ, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro Rua Marqu\u00eas de S\u00e3o Vicente, RJ, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085598532","display_name":"Marley Vellasco","orcid":"https://orcid.org/0000-0002-9790-1328"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marley M.B.R. Vellasco","raw_affiliation_strings":["Department of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro Rua Marqu\u00eas de S\u00e3o Vicente, RJ, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro Rua Marqu\u00eas de S\u00e3o Vicente, RJ, Brazil","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042358642","display_name":"Ricardo Tanscheit","orcid":"https://orcid.org/0000-0002-8688-9095"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontifical Catholic University of Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo Tanscheit","raw_affiliation_strings":["Department of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro Rua Marqu\u00eas de S\u00e3o Vicente, RJ, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Pontifical Catholic University of Rio de Janeiro Rua Marqu\u00eas de S\u00e3o Vicente, RJ, Brazil","institution_ids":["https://openalex.org/I2699952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071702962"],"corresponding_institution_ids":["https://openalex.org/I2699952"],"apc_list":null,"apc_paid":null,"fwci":0.8629,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82556524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9995999932289124,"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":0.9995999932289124,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9944999814033508,"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":0.9929999709129333,"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/genetic-programming","display_name":"Genetic programming","score":0.6219192743301392},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5830519795417786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5546209812164307},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.550672709941864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5158754587173462},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.4879259765148163},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.477475643157959},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4526606798171997},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.4316613972187042},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3871976137161255},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3706310987472534}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6219192743301392},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5830519795417786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5546209812164307},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.550672709941864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5158754587173462},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.4879259765148163},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.477475643157959},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4526606798171997},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.4316613972187042},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3871976137161255},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3706310987472534}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7338037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7338037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1480643874","https://openalex.org/W1483736078","https://openalex.org/W1507965776","https://openalex.org/W1560724230","https://openalex.org/W1576818901","https://openalex.org/W1905771608","https://openalex.org/W1946053744","https://openalex.org/W1964804045","https://openalex.org/W1966836825","https://openalex.org/W1977904727","https://openalex.org/W1986906265","https://openalex.org/W1990824483","https://openalex.org/W1993643085","https://openalex.org/W1995263179","https://openalex.org/W1996208799","https://openalex.org/W1996792103","https://openalex.org/W1999978517","https://openalex.org/W2000049961","https://openalex.org/W2021447957","https://openalex.org/W2062074794","https://openalex.org/W2071065440","https://openalex.org/W2073790468","https://openalex.org/W2087578856","https://openalex.org/W2093620744","https://openalex.org/W2097460058","https://openalex.org/W2106357098","https://openalex.org/W2121573754","https://openalex.org/W2121657501","https://openalex.org/W2127056191","https://openalex.org/W2130497590","https://openalex.org/W2145323081","https://openalex.org/W2153787847","https://openalex.org/W2155003041","https://openalex.org/W2168936264","https://openalex.org/W2497439958","https://openalex.org/W3126139873","https://openalex.org/W3195149063","https://openalex.org/W4233343814","https://openalex.org/W6630241565","https://openalex.org/W6648282371"],"related_works":["https://openalex.org/W2785395359","https://openalex.org/W1549951490","https://openalex.org/W2247295643","https://openalex.org/W2111426611","https://openalex.org/W1980652001","https://openalex.org/W2098561053","https://openalex.org/W2114438081","https://openalex.org/W3019040395","https://openalex.org/W1599286256","https://openalex.org/W2970792416"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,75,81,118],"novel":[4],"genetic":[5,47],"fuzzy":[6,24,38,48,53,93],"system":[7],"for":[8,16],"forecasting,":[9],"called":[10],"Genetic":[11,30],"Programming":[12,31],"Fuzzy":[13],"Inference":[14],"System":[15],"Forecasting":[17],"problems":[18],"(GPFIS-Forecast),":[19],"which":[20],"generates":[21],"an":[22],"interpretable":[23],"rule":[25],"base":[26],"by":[27],"using":[28],"Multi-Gene":[29],"to":[32,61,73,91,113,131],"define":[33,74],"the":[34,101,108],"premises":[35,60],"terms":[36],"of":[37,88],"rules.":[39],"The":[40],"main":[41],"differences":[42],"between":[43],"GPFIS-Forecast":[44,103],"and":[45,66,84],"other":[46,132],"systems":[49],"lie":[50],"in":[51,95,107,111,117],"its":[52,115],"inference":[54],"process,":[55],"because":[56],"it:":[57],"(i)":[58],"enables":[59],"be":[62],"include":[63],"negation,":[64],"t-conorm":[65],"linguistic":[67],"hedge":[68],"operators;":[69],"(ii)":[70],"applies":[71],"methods":[72],"consequent":[76],"term":[77],"more":[78],"compatible":[79],"with":[80,97],"given":[82],"premise;":[83],"(iii)":[85],"makes":[86],"use":[87],"aggregation":[89],"operators":[90],"weigh":[92],"rules":[94],"accordance":[96],"their":[98],"influence":[99],"on":[100],"problem.":[102,120],"has":[104,125],"been":[105],"tested":[106],"NN3":[109],"Competition,":[110],"order":[112],"evaluate":[114],"performance":[116],"benchmark":[119],"In":[121],"this":[122],"case,":[123],"it":[124],"produced":[126],"competitive":[127],"results":[128],"when":[129],"compared":[130],"forecasting":[133],"approaches.":[134]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
