{"id":"https://openalex.org/W4290065488","doi":"https://doi.org/10.1007/s42979-022-01258-y","title":"Fuzzy Pattern Tree Evolution Using Grammatical Evolution","display_name":"Fuzzy Pattern Tree Evolution Using Grammatical Evolution","publication_year":2022,"publication_date":"2022-08-06","ids":{"openalex":"https://openalex.org/W4290065488","doi":"https://doi.org/10.1007/s42979-022-01258-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/35950192"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-022-01258-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-022-01258-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-022-01258-y.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s42979-022-01258-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069605547","display_name":"Aidan Murphy","orcid":"https://orcid.org/0000-0002-6209-4642"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Aidan Murphy","raw_affiliation_strings":["Lero and University of Limerick, Limerick, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-6209-4642","affiliations":[{"raw_affiliation_string":"Lero and University of Limerick, Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060615406","display_name":"Muhammad Ali","orcid":"https://orcid.org/0000-0002-7223-5322"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Muhammad Sarmad Ali","raw_affiliation_strings":["Lero and University of Limerick, Limerick, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-7223-5322","affiliations":[{"raw_affiliation_string":"Lero and University of Limerick, Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063772137","display_name":"Douglas Mota Dias","orcid":"https://orcid.org/0000-0002-1783-6352"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]},{"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","IE"],"is_corresponding":false,"raw_author_name":"Douglas Mota Dias","raw_affiliation_strings":["Lero and University of Limerick, Limerick, Ireland","Rio de Janeiro State University, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1783-6352","affiliations":[{"raw_affiliation_string":"Lero and University of Limerick, Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]},{"raw_affiliation_string":"Rio de Janeiro State University, Rio de Janeiro, Brazil","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 Amaral","raw_affiliation_strings":["Rio de Janeiro State University, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6580-5668","affiliations":[{"raw_affiliation_string":"Rio de Janeiro State University, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I40034438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047941801","display_name":"Enrique Naredo","orcid":"https://orcid.org/0000-0001-9818-911X"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Enrique Naredo","raw_affiliation_strings":["Lero and University of Limerick, Limerick, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-9818-911X","affiliations":[{"raw_affiliation_string":"Lero and University of Limerick, Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082264857","display_name":"Conor Ryan","orcid":"https://orcid.org/0000-0002-7002-5815"},"institutions":[{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Conor Ryan","raw_affiliation_strings":["Lero and University of Limerick, Limerick, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-7002-5815","affiliations":[{"raw_affiliation_string":"Lero and University of Limerick, Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069605547"],"corresponding_institution_ids":["https://openalex.org/I230495080"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.9713,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.796737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"3","issue":"6","first_page":"426","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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":1.0,"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":0.9980999827384949,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9958000183105469,"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/grammatical-evolution","display_name":"Grammatical evolution","score":0.9340763092041016},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6368528008460999},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6214507222175598},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.5193432569503784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5132694244384766},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48756641149520874},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.4848719537258148},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.4730773866176605},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.45371800661087036},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.43593576550483704},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.41990208625793457},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39852920174598694}],"concepts":[{"id":"https://openalex.org/C10906938","wikidata":"https://www.wikidata.org/wiki/Q5593687","display_name":"Grammatical evolution","level":3,"score":0.9340763092041016},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6368528008460999},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6214507222175598},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.5193432569503784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5132694244384766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48756641149520874},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4848719537258148},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.4730773866176605},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.45371800661087036},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.43593576550483704},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.41990208625793457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39852920174598694},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s42979-022-01258-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-022-01258-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-022-01258-y.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},{"id":"pmid:35950192","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35950192","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN computer science","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9356967","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9356967","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SN Comput Sci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s42979-022-01258-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-022-01258-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-022-01258-y.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3794326933","display_name":null,"funder_award_id":"Code 001","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G7736775806","display_name":null,"funder_award_id":"13/RC/2094","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G8550327858","display_name":null,"funder_award_id":"16/IA/4605","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320318630","display_name":"Irish Research eLibrary","ror":null},{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320320862","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4290065488.pdf","grobid_xml":"https://content.openalex.org/works/W4290065488.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W568460047","https://openalex.org/W1677182931","https://openalex.org/W1678356000","https://openalex.org/W1977070745","https://openalex.org/W1990131122","https://openalex.org/W1992334236","https://openalex.org/W2022421417","https://openalex.org/W2026301394","https://openalex.org/W2080382162","https://openalex.org/W2093620744","https://openalex.org/W2123092006","https://openalex.org/W2148191101","https://openalex.org/W2149088439","https://openalex.org/W2158934641","https://openalex.org/W2732417949","https://openalex.org/W2792122202","https://openalex.org/W2809925683","https://openalex.org/W2891503716","https://openalex.org/W2896746105","https://openalex.org/W2939461532","https://openalex.org/W2964303497","https://openalex.org/W2981731882","https://openalex.org/W3083255853","https://openalex.org/W3102769660","https://openalex.org/W3137144143","https://openalex.org/W3138588678","https://openalex.org/W3158363337","https://openalex.org/W4211007335","https://openalex.org/W4213379958","https://openalex.org/W4290065488","https://openalex.org/W6676769703"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W4242970302","https://openalex.org/W2571050636","https://openalex.org/W1485268022","https://openalex.org/W1952396636","https://openalex.org/W85606319","https://openalex.org/W2331106272","https://openalex.org/W1975005191","https://openalex.org/W173448675","https://openalex.org/W1542808721"],"abstract_inverted_index":{"A":[0],"novel":[1],"approach":[2],"to":[3,25,176],"induce":[4],"Fuzzy":[5,20,36,49,55,79,86,126,139,165],"Pattern":[6,50,56],"Trees":[7,57],"using":[8,59,129,151],"Grammatical":[9,21,37,80,87,127,140,166],"Evolution":[10,38,81,88,128,141],"is":[11,23],"presented":[12],"in":[13,94,158],"this":[14,143],"paper.":[15],"This":[16],"new":[17],"method,":[18],"called":[19],"Evolution,":[22,167],"applied":[24],"a":[26,64,92],"set":[27,65],"of":[28,66,97,108,120,125,164],"benchmark":[29,67],"classification":[30],"problems.":[31,68],"Experimental":[32],"results":[33,44,136],"show":[34,70,137],"that":[35,138],"attains":[39],"similar":[40],"and":[41],"oftentimes":[42],"better":[43,83],"when":[45],"compared":[46],"with":[47,142],"state-of-the-art":[48],"Tree":[51],"composing":[52],"methods,":[53],"namely":[54],"evolved":[58],"Cartesian":[60,73,102,152],"Genetic":[61,74,103,153],"Programming,":[62],"on":[63,181],"We":[69],"that,":[71],"although":[72],"Programming":[75,104,154],"produces":[76,82],"smaller":[77,147],"trees,":[78],"performing":[84],"trees.":[85],"also":[89],"benefits":[90],"from":[91],"reduction":[93],"the":[95,106,118,162,178,183],"number":[96],"necessary":[98],"user-selectable":[99],"parameters,":[100],"while":[101],"requires":[105],"selection":[107],"three":[109],"crucial":[110],"graph":[111],"parameters":[112],"before":[113],"each":[114],"experiment.":[115],"To":[116,160],"address":[117],"issue":[119],"bloat,":[121],"an":[122],"additional":[123],"version":[124],"parsimony":[130],"pressure":[131],"was":[132,174],"tested.":[133],"The":[134],"experimental":[135],"extension":[144],"routinely":[145],"finds":[146],"trees":[148],"than":[149],"those":[150],"without":[155],"any":[156],"compromise":[157],"performance.":[159],"improve":[161],"performance":[163],"various":[168],"ensemble":[169],"methods":[170],"were":[171],"investigated.":[172,185],"Boosting":[173],"seen":[175],"find":[177],"best":[179],"individuals":[180],"half":[182],"benchmarks":[184]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}
