{"id":"https://openalex.org/W2899654439","doi":"https://doi.org/10.4114/intartif.vol22iss63pp114-133","title":"Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems","display_name":"Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems","publication_year":2018,"publication_date":"2018-11-09","ids":{"openalex":"https://openalex.org/W2899654439","doi":"https://doi.org/10.4114/intartif.vol22iss63pp114-133","mag":"2899654439"},"language":"en","primary_location":{"id":"doi:10.4114/intartif.vol22iss63pp114-133","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol22iss63pp114-133","pdf_url":"https://journal.iberamia.org/index.php/intartif/article/download/169/77","source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.iberamia.org/index.php/intartif/article/download/169/77","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074677650","display_name":"Paulo Vitor de Campos Souza","orcid":"https://orcid.org/0000-0002-7343-5844"},"institutions":[{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Paulo Vitor de Campos Souza","raw_affiliation_strings":["Centro Federal de Educa\u00e7\u00e3o Tecnol\u00f3gica de Minas Gerais"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Federal de Educa\u00e7\u00e3o Tecnol\u00f3gica de Minas Gerais","institution_ids":["https://openalex.org/I4210136482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074677650"],"corresponding_institution_ids":["https://openalex.org/I4210136482"],"apc_list":null,"apc_paid":null,"fwci":3.0452,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93276103,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"114","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","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/T12676","display_name":"Machine Learning and ELM","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/T10320","display_name":"Neural Networks and Applications","score":0.9991000294685364,"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/T10057","display_name":"Face and Expression Recognition","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/interpretability","display_name":"Interpretability","score":0.7813047170639038},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6152657270431519},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6033428907394409},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5473161339759827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5181002020835876},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.4930708110332489},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.4575689136981964},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45318055152893066},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42757877707481384},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3922540843486786},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3351495862007141},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.18962159752845764}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7813047170639038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6152657270431519},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6033428907394409},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5473161339759827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5181002020835876},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.4930708110332489},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.4575689136981964},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45318055152893066},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42757877707481384},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3922540843486786},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3351495862007141},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.18962159752845764}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4114/intartif.vol22iss63pp114-133","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol22iss63pp114-133","pdf_url":"https://journal.iberamia.org/index.php/intartif/article/download/169/77","source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a9c68d92308a4765b414f0c97c930bee","is_oa":false,"landing_page_url":"https://doaj.org/article/a9c68d92308a4765b414f0c97c930bee","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Inteligencia Artificial, Vol 21, Iss 62 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.4114/intartif.vol22iss63pp114-133","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol22iss63pp114-133","pdf_url":"https://journal.iberamia.org/index.php/intartif/article/download/169/77","source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2899654439.pdf","grobid_xml":"https://content.openalex.org/works/W2899654439.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W108737386","https://openalex.org/W255433357","https://openalex.org/W1480376833","https://openalex.org/W1503398984","https://openalex.org/W1542883383","https://openalex.org/W1554944419","https://openalex.org/W1564372824","https://openalex.org/W1680392829","https://openalex.org/W1887369574","https://openalex.org/W1965958004","https://openalex.org/W1981025032","https://openalex.org/W1990368529","https://openalex.org/W2002011878","https://openalex.org/W2005423095","https://openalex.org/W2019207321","https://openalex.org/W2019304693","https://openalex.org/W2019797988","https://openalex.org/W2026131661","https://openalex.org/W2038418568","https://openalex.org/W2047028564","https://openalex.org/W2049217063","https://openalex.org/W2050346900","https://openalex.org/W2052201135","https://openalex.org/W2062540263","https://openalex.org/W2063978378","https://openalex.org/W2064590790","https://openalex.org/W2065021034","https://openalex.org/W2067582923","https://openalex.org/W2081717961","https://openalex.org/W2084812512","https://openalex.org/W2085629944","https://openalex.org/W2096972162","https://openalex.org/W2103346998","https://openalex.org/W2111072639","https://openalex.org/W2122040390","https://openalex.org/W2124776405","https://openalex.org/W2126246014","https://openalex.org/W2133481166","https://openalex.org/W2134603844","https://openalex.org/W2141695047","https://openalex.org/W2147354496","https://openalex.org/W2148666284","https://openalex.org/W2154137718","https://openalex.org/W2159371584","https://openalex.org/W2160222246","https://openalex.org/W2160715021","https://openalex.org/W2166426408","https://openalex.org/W2168618665","https://openalex.org/W2171033594","https://openalex.org/W2606389791","https://openalex.org/W2806253405","https://openalex.org/W2807102723","https://openalex.org/W2809696220","https://openalex.org/W2811367404","https://openalex.org/W2869789310","https://openalex.org/W2883932701","https://openalex.org/W2912565176","https://openalex.org/W2949107283","https://openalex.org/W3020570927","https://openalex.org/W4234698323","https://openalex.org/W4248606406","https://openalex.org/W4248947980","https://openalex.org/W6683917417"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4311431240","https://openalex.org/W4312407344","https://openalex.org/W4384115502","https://openalex.org/W4226258012","https://openalex.org/W2170030741"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,39,79,86],"novel":[4],"learning":[5,26],"algorithm":[6,27],"for":[7,82],"fuzzy":[8,16,57],"logic":[9],"neuron":[10],"based":[11,29],"on":[12,30],"neural":[13],"networks":[14],"and":[15,22,43,49,89],"systems":[17],"able":[18],"to":[19,37],"generate":[20],"accurate":[21,50],"transparent":[23],"models.":[24,51],"The":[25],"is":[28],"ideas":[31],"from":[32,62],"Extreme":[33],"Learning":[34],"Machine":[35],"[36],":[36],"achieve":[38],"low":[40],"time":[41],"complexity,":[42],"regularization":[44],"theory,":[45],"resulting":[46,64],"in":[47],"sparse":[48],"A":[52],"compact":[53],"set":[54],"of":[55,92],"incomplete":[56],"rules":[58],"can":[59],"be":[60],"extracted":[61],"the":[63,75],"network":[65],"topology.":[66],"Experiments":[67],"considering":[68],"regression":[69],"problems":[70],"are":[71],"detailed.":[72],"Results":[73],"suggest":[74],"proposed":[76],"approach":[77],"as":[78],"promising":[80],"alternative":[81],"pattern":[83],"recognition":[84],"with":[85],"good":[87],"accuracy":[88],"some":[90],"level":[91],"interpretability.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":11}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}