{"id":"https://openalex.org/W2178898486","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337930","title":"Reducing the complexity in genetic learning of accurate regression TSK rule-based systems","display_name":"Reducing the complexity in genetic learning of accurate regression TSK rule-based systems","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2178898486","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337930","mag":"2178898486"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7337930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337930","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/A5078802648","display_name":"Ismael Rodriguez-Fdez","orcid":"https://orcid.org/0009-0002-4846-9046"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ismael Rodriguez-Fdez","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), Universidade de Santiago de Compostela"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), Universidade de Santiago de Compostela","institution_ids":["https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057742985","display_name":"Manuel Mucientes","orcid":"https://orcid.org/0000-0003-1735-3585"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Mucientes","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), Universidade de Santiago de Compostela"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), Universidade de Santiago de Compostela","institution_ids":["https://openalex.org/I200284239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086940709","display_name":"Alberto Bugar\u00edn","orcid":"https://orcid.org/0000-0003-3574-3843"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Bugarin","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), Universidade de Santiago de Compostela"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Tecnolox\u00edas da Informaci\u00f3n (CITIUS), Universidade de Santiago de Compostela","institution_ids":["https://openalex.org/I200284239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078802648"],"corresponding_institution_ids":["https://openalex.org/I200284239"],"apc_list":null,"apc_paid":null,"fwci":2.1572,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9025303,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"383","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":0.9994000196456909,"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":0.9994000196456909,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9954000115394592,"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/T10320","display_name":"Neural Networks and Applications","score":0.9889000058174133,"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/fuzzy-rule","display_name":"Fuzzy rule","score":0.7517132759094238},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7341532111167908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6205219030380249},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6009142398834229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5881912112236023},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5093873143196106},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4720512330532074},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4700775444507599},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.4470771849155426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44536322355270386},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3202204406261444}],"concepts":[{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.7517132759094238},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7341532111167908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6205219030380249},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6009142398834229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5881912112236023},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5093873143196106},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4720512330532074},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4700775444507599},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.4470771849155426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44536322355270386},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3202204406261444},{"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.2015.7337930","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337930","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":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W1480376833","https://openalex.org/W1678889691","https://openalex.org/W1738124305","https://openalex.org/W1977904727","https://openalex.org/W1994672311","https://openalex.org/W2012934409","https://openalex.org/W2028933072","https://openalex.org/W2034311206","https://openalex.org/W2050288270","https://openalex.org/W2079325629","https://openalex.org/W2088487062","https://openalex.org/W2097335998","https://openalex.org/W2097757574","https://openalex.org/W2097994458","https://openalex.org/W2117827905","https://openalex.org/W2121573754","https://openalex.org/W2122825543","https://openalex.org/W2131148434","https://openalex.org/W2142090314","https://openalex.org/W2146713522","https://openalex.org/W2151537585","https://openalex.org/W2159701103","https://openalex.org/W2163288162","https://openalex.org/W2165643853","https://openalex.org/W2177019876","https://openalex.org/W2787894218","https://openalex.org/W2797602122","https://openalex.org/W6817496622"],"related_works":["https://openalex.org/W2050337454","https://openalex.org/W2595285209","https://openalex.org/W4285210389","https://openalex.org/W2609187215","https://openalex.org/W3207109968","https://openalex.org/W2133615482","https://openalex.org/W2336148757","https://openalex.org/W1496490105","https://openalex.org/W129092644","https://openalex.org/W81519025"],"abstract_inverted_index":{"In":[0,23,65,91],"many":[1],"real":[2],"problems":[3],"the":[4,21,26,41,48,57,60,63,95,98,123,127,131,152,163,172],"regression":[5,89],"models":[6,100,165],"have":[7],"to":[8,16,75,93,171],"be":[9],"accurate":[10,78],"but,":[11],"also,":[12],"interpretable":[13],"in":[14,62],"order":[15,92],"provide":[17],"qualitative":[18],"understanding":[19],"of":[20,28,45,50,59,97,114,122,130,151],"system.":[22],"this":[24,66],"realm,":[25],"use":[27],"fuzzy":[29,51,73,83,120,155],"rule":[30,84,132],"base":[31,133],"systems,":[32],"particularly":[33],"TSK,":[34],"is":[35],"widely":[36],"extended.":[37],"TSK":[38,82],"rules":[39,46],"combine":[40],"interpretability":[42],"and":[43,56,79,126,146],"expressiveness":[44],"with":[47,148],"ability":[49],"logic":[52],"for":[53],"representing":[54],"uncertainty,":[55],"precision":[58],"polynomials":[61],"consequents.":[64],"paper":[67],"we":[68,106],"present":[69],"a":[70,103,108,168],"new":[71],"genetic":[72,154],"system":[74],"automatically":[76],"learn":[77],"simple":[80],"linguistic":[81],"bases":[85],"that":[86,159],"accurately":[87],"model":[88],"problems.":[90],"reduce":[94],"complexity":[96],"learned":[99],"while":[101,166],"keeping":[102],"high":[104],"accuracy,":[105],"propose":[107],"Genetic":[109],"Fuzzy":[110],"System":[111],"which":[112],"consists":[113],"three":[115,149],"stages:":[116],"instance":[117],"selection,":[118],"multi-granularity":[119],"discretization":[121],"input":[124],"variables,":[125],"evolutionary":[128],"learning":[129],"using":[134,142],"Elastic":[135],"Net":[136],"regularization.":[137],"This":[138],"proposal":[139],"was":[140],"validated":[141],"28":[143],"real-world":[144],"datasets":[145],"compared":[147],"state":[150],"art":[153],"systems.":[156],"Results":[157],"show":[158],"our":[160],"approach":[161],"obtains":[162],"simplest":[164],"achieving":[167],"similar":[169],"accuracy":[170],"best":[173],"approximative":[174],"models.":[175]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
