{"id":"https://openalex.org/W2551138811","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737978","title":"Distributed learning of Random Weights Fuzzy Neural Networks","display_name":"Distributed learning of Random Weights Fuzzy Neural Networks","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2551138811","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737978","mag":"2551138811"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2016.7737978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 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/A5022469843","display_name":"Roberto Fierimonte","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Roberto Fierimonte","raw_affiliation_strings":["Department of Information Engineering, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","Department of Information Engineering, University of Rome \"La Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, University of Rome \"La Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021496016","display_name":"Marco Barbato","orcid":"https://orcid.org/0000-0002-5985-8189"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Barbato","raw_affiliation_strings":["Department of Information Engineering, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","Department of Information Engineering, University of Rome \"La Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, University of Rome \"La Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052397999","display_name":"Antonello Rosato","orcid":"https://orcid.org/0000-0002-4371-5925"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonello Rosato","raw_affiliation_strings":["Department of Information Engineering, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","Department of Information Engineering, University of Rome \"La Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, University of Rome \"La Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015796693","display_name":"Massimo Panella","orcid":"https://orcid.org/0000-0002-9876-1494"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Panella","raw_affiliation_strings":["Department of Information Engineering, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","Department of Information Engineering, University of Rome \"La Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, University of Rome \"La Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022469843"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":1.2854,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.87350942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"1218","issue":null,"first_page":"2287","last_page":"2294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","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/T10320","display_name":"Neural Networks and Applications","score":0.9987999796867371,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8002496957778931},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7233505249023438},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7050549387931824},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.618018627166748},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5912462472915649},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5670026540756226},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45271527767181396},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3801855146884918}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8002496957778931},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7233505249023438},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7050549387931824},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.618018627166748},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5912462472915649},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5670026540756226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45271527767181396},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3801855146884918},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2016.7737978","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737978","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/913987","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/document/7737978","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W52662564","https://openalex.org/W80605260","https://openalex.org/W789920524","https://openalex.org/W1490531341","https://openalex.org/W1544900599","https://openalex.org/W1548584486","https://openalex.org/W1576442223","https://openalex.org/W1600426049","https://openalex.org/W1625941627","https://openalex.org/W1635826945","https://openalex.org/W1751209994","https://openalex.org/W1833345539","https://openalex.org/W1875112053","https://openalex.org/W1986521378","https://openalex.org/W1988202745","https://openalex.org/W1996640396","https://openalex.org/W2019207321","https://openalex.org/W2027333476","https://openalex.org/W2033554325","https://openalex.org/W2041648256","https://openalex.org/W2055589702","https://openalex.org/W2064769840","https://openalex.org/W2074796812","https://openalex.org/W2081191534","https://openalex.org/W2084251795","https://openalex.org/W2094954761","https://openalex.org/W2103414828","https://openalex.org/W2107568926","https://openalex.org/W2118776392","https://openalex.org/W2128058616","https://openalex.org/W2129715771","https://openalex.org/W2138163206","https://openalex.org/W2144141835","https://openalex.org/W2150911516","https://openalex.org/W2155910151","https://openalex.org/W2160270275","https://openalex.org/W2160643434","https://openalex.org/W2162459787","https://openalex.org/W2164278908","https://openalex.org/W2168530688","https://openalex.org/W2266148951","https://openalex.org/W2283215762","https://openalex.org/W2963755123","https://openalex.org/W3027187636","https://openalex.org/W4238452917","https://openalex.org/W4292363360","https://openalex.org/W6603390211","https://openalex.org/W6622823800","https://openalex.org/W6632619503","https://openalex.org/W6636588491","https://openalex.org/W6637819716","https://openalex.org/W6647481326","https://openalex.org/W6679568492"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W4235240664","https://openalex.org/W2965083567","https://openalex.org/W1982914007","https://openalex.org/W2159583675","https://openalex.org/W1824242903","https://openalex.org/W1493858311","https://openalex.org/W2155470929","https://openalex.org/W2394465510","https://openalex.org/W2111125783"],"abstract_inverted_index":{"In":[0,28,56],"this":[1,29,57,121,123],"paper,":[2],"we":[3,59],"propose":[4],"a":[5,22,41,103,113,134,139],"scalable,":[6],"decentralized":[7,141],"learning":[8],"algorithm":[9,97],"for":[10,34],"Random":[11],"Weights":[12],"Fuzzy":[13],"Neural":[14],"Networks,":[15],"when":[16],"training":[17,118,133],"data":[18,109],"is":[19,33,98,110,124],"distributed":[20],"through":[21],"network":[23,137],"of":[24,68,74,85,94,102,132],"interconnected":[25],"computing":[26],"agents.":[27],"scenario,":[30],"the":[31,36,45,52,63,66,69,72,75,81,92,95,108,117,125,130],"aim":[32],"all":[35,62,107],"agents":[37,53,64],"to":[38,40,100],"converge":[39],"single":[42,114],"model,":[43,105],"with":[44],"requirement":[46],"that":[47,61,91,101,128],"only":[48],"local":[49],"communications":[50],"between":[51],"are":[54,77],"permitted.":[55],"work":[58],"assume":[60],"know":[65],"parameters":[67,73],"antecedents,":[70],"while":[71],"consequents":[76],"estimated":[78],"by":[79,112],"using":[80],"Alternating":[82],"Direction":[83],"Method":[84],"Multipliers":[86],"strategy.":[87],"Experimental":[88],"results":[89],"show":[90],"performance":[93],"proposed":[96],"comparable":[99],"centralized":[104],"where":[106],"collected":[111],"agent":[115],"before":[116],"process.":[119],"To":[120],"date,":[122],"first":[126],"publication":[127],"addressed":[129],"problem":[131],"fuzzy":[135],"neural":[136],"over":[138],"fully":[140],"infrastructure.":[142]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}