{"id":"https://openalex.org/W1593625497","doi":"https://doi.org/10.23919/ecc.2001.7076530","title":"Recurrent neuro-fuzzy modeling of a biotechnological process","display_name":"Recurrent neuro-fuzzy modeling of a biotechnological process","publication_year":2001,"publication_date":"2001-09-01","ids":{"openalex":"https://openalex.org/W1593625497","doi":"https://doi.org/10.23919/ecc.2001.7076530","mag":"1593625497"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.2001.7076530","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2001.7076530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2001 European Control Conference (ECC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5070933046","display_name":"G.I. Sainz-Palmero","orcid":"https://orcid.org/0000-0002-4097-5633"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"G. I. Sainz","raw_affiliation_strings":["Department of Systems Engineering and Control, University of Valladolid","Department of Systems Engineering and Control. University of Valladolid., E.T.S.I.I. Paseo del Cauce s/n"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Control, University of Valladolid","institution_ids":["https://openalex.org/I108103353"]},{"raw_affiliation_string":"Department of Systems Engineering and Control. University of Valladolid., E.T.S.I.I. Paseo del Cauce s/n","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045319639","display_name":"M.J. Fuente","orcid":"https://orcid.org/0000-0001-6551-9952"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. J. Fuente","raw_affiliation_strings":["Science Faculty, Valladolid, Spain","Science Faculty. Prado de la Magdalena s/n, 47011 Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science Faculty, Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]},{"raw_affiliation_string":"Science Faculty. Prado de la Magdalena s/n, 47011 Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041970163","display_name":"Pastora Vega","orcid":"https://orcid.org/0000-0002-3504-2273"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. Vega","raw_affiliation_strings":["Department of Computer Sciences and Control, University of Salamanca, B\u00e9jar, Salamanca, Spain","Department of Computer Sciences and Control, University of Salamanca, E.T.S.I.I., c/Fernando Ballesteros, s/n, 37700 Bejar (Salamanca), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences and Control, University of Salamanca, B\u00e9jar, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]},{"raw_affiliation_string":"Department of Computer Sciences and Control, University of Salamanca, E.T.S.I.I., c/Fernando Ballesteros, s/n, 37700 Bejar (Salamanca), Spain","institution_ids":["https://openalex.org/I184999862"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3822","last_page":"3827"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9993000030517578,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.8173308372497559},{"id":"https://openalex.org/keywords/rotation-formalisms-in-three-dimensions","display_name":"Rotation formalisms in three dimensions","score":0.7186877131462097},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6842794418334961},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5987824201583862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5842155814170837},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5620661377906799},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5555593371391296},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.554193377494812},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5207431316375732},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.462091863155365},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.43232131004333496},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4059617519378662},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33119434118270874},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1605677306652069}],"concepts":[{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.8173308372497559},{"id":"https://openalex.org/C171018156","wikidata":"https://www.wikidata.org/wiki/Q7370306","display_name":"Rotation formalisms in three dimensions","level":2,"score":0.7186877131462097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6842794418334961},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5987824201583862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5842155814170837},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5620661377906799},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5555593371391296},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.554193377494812},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5207431316375732},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.462091863155365},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.43232131004333496},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4059617519378662},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33119434118270874},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1605677306652069},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ecc.2001.7076530","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2001.7076530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2001 European Control Conference (ECC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2011089314","https://openalex.org/W2040135606","https://openalex.org/W2166280719","https://openalex.org/W2172223321","https://openalex.org/W2495154229","https://openalex.org/W2730657452"],"related_works":["https://openalex.org/W2062301117","https://openalex.org/W2024822381","https://openalex.org/W2109378014","https://openalex.org/W2118406295","https://openalex.org/W1483244060","https://openalex.org/W43632131","https://openalex.org/W1486684451","https://openalex.org/W2112410147","https://openalex.org/W2122279471","https://openalex.org/W2114438081"],"abstract_inverted_index":{"This":[0,43],"paper":[1,20],"deals":[2],"with":[3,79,113],"the":[4,48,57,65,76,96,102,106,110,131,134,138],"develop":[5],"of":[6,105,124,133],"a":[7,21,35,39,84,121],"new":[8],"recurrent":[9,22,86],"neuro-fuzzy":[10],"model":[11,34,95],"for":[12],"complex":[13,36],"systems":[14],"from":[15,56],"input-output":[16],"data.":[17],"In":[18,72],"this":[19,80,114],"fuzzy":[23,58,81,125,139],"neural":[24,82,87,140],"network,":[25,83],"called":[26],"RFasArt":[27,107],"(Recurrent":[28],"FasArt),":[29],"has":[30,89],"been":[31,90],"applied":[32],"to":[33,74,94,119],"biotechnological":[37],"process:":[38],"wastewater":[40],"treatment":[41],"plant.":[42],"network":[44,88],"is":[45,117,128],"based":[46],"on":[47],"Adaptative":[49],"Resonance":[50],"Theory":[51],"(ART)":[52],"but":[53],"introducing":[54],"formalisms":[55],"set":[59],"theory":[60],"and":[61,92],"taking":[62],"into":[63],"account":[64],"contextual":[66],"information":[67],"in":[68],"its":[69],"processing":[70],"stage.":[71],"order":[73],"compare":[75],"results":[77,100],"obtained":[78],"classical":[85],"implemented":[91],"used":[93],"same":[97,111],"process.":[98],"The":[99],"shows":[101],"better":[103],"behaviour":[104],"system.":[108],"At":[109],"time":[112],"architecture":[115],"it":[116],"possible":[118],"obtain":[120],"knowledge":[122,132],"base":[123],"rules":[126],"where":[127],"stored":[129],"all":[130],"plant":[135],"learned":[136],"by":[137],"network.":[141]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
