{"id":"https://openalex.org/W2120531057","doi":"https://doi.org/10.1109/cca.2007.4389200","title":"Fuzzy neural modeling via clustering and support vector machines","display_name":"Fuzzy neural modeling via clustering and support vector machines","publication_year":2007,"publication_date":"2007-10-01","ids":{"openalex":"https://openalex.org/W2120531057","doi":"https://doi.org/10.1109/cca.2007.4389200","mag":"2120531057"},"language":"en","primary_location":{"id":"doi:10.1109/cca.2007.4389200","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2007.4389200","pdf_url":null,"source":{"id":"https://openalex.org/S4210212887","display_name":"\u0098The \u009cproceedings of the IEEE Conference on Control Applications/\u0098The \u009cproceedings of the ... IEEE Conference on Control Applications","issn_l":"1085-1992","issn":["1085-1992","2576-3210"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Control Applications","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/A5113475884","display_name":"Julio C\u00e9sar Tovar","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Julio Cesar Tovar","raw_affiliation_strings":["Departamento de Control Automatico, CINVESTAV, Mexicali, Mexico","Dept. de Control Automatico, CINVESTAV-IPN, Mexico City"],"affiliations":[{"raw_affiliation_string":"Departamento de Control Automatico, CINVESTAV, Mexicali, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Dept. de Control Automatico, CINVESTAV-IPN, Mexico City","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008201587","display_name":"Wen Yu","orcid":"https://orcid.org/0000-0002-9540-7924"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Wen Yu","raw_affiliation_strings":["Departamento de Control Automatico, CINVESTAV, Mexicali, Mexico","Dept. de Control Automatico, CINVESTAV-IPN, Mexico City"],"affiliations":[{"raw_affiliation_string":"Departamento de Control Automatico, CINVESTAV, Mexicali, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Dept. de Control Automatico, CINVESTAV-IPN, Mexico City","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113475884"],"corresponding_institution_ids":["https://openalex.org/I68368234"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.22354138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"121","issue":null,"first_page":"24","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","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/T10320","display_name":"Neural Networks and Applications","score":0.9955999851226807,"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":0.9914000034332275,"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":0.7076845169067383},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6800951957702637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5711981058120728},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5708998441696167},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5520751476287842},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4915796220302582},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4784795641899109},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.46470656991004944},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4590408504009247},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.45284995436668396},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44737210869789124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43879082798957825},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.427681028842926},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4161975383758545},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4020635485649109},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3403971791267395}],"concepts":[{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.7076845169067383},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6800951957702637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5711981058120728},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5708998441696167},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5520751476287842},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4915796220302582},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4784795641899109},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.46470656991004944},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4590408504009247},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.45284995436668396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44737210869789124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43879082798957825},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.427681028842926},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4161975383758545},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4020635485649109},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3403971791267395},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cca.2007.4389200","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2007.4389200","pdf_url":null,"source":{"id":"https://openalex.org/S4210212887","display_name":"\u0098The \u009cproceedings of the IEEE Conference on Control Applications/\u0098The \u009cproceedings of the ... IEEE Conference on Control Applications","issn_l":"1085-1992","issn":["1085-1992","2576-3210"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Control Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W82072587","https://openalex.org/W250691366","https://openalex.org/W1601740268","https://openalex.org/W1970104171","https://openalex.org/W1984481057","https://openalex.org/W2002193345","https://openalex.org/W2019207321","https://openalex.org/W2024000733","https://openalex.org/W2034677901","https://openalex.org/W2036121527","https://openalex.org/W2067603665","https://openalex.org/W2079325629","https://openalex.org/W2108995755","https://openalex.org/W2112235088","https://openalex.org/W2114841684","https://openalex.org/W2144581542","https://openalex.org/W2145043396","https://openalex.org/W2149668177","https://openalex.org/W2149962337","https://openalex.org/W2156060469","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W6642758095","https://openalex.org/W6659171116"],"related_works":["https://openalex.org/W2609187215","https://openalex.org/W2062301117","https://openalex.org/W3207109968","https://openalex.org/W2133615482","https://openalex.org/W1496490105","https://openalex.org/W129092644","https://openalex.org/W81519025","https://openalex.org/W2024822381","https://openalex.org/W1980652001","https://openalex.org/W1599286256"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3],"novel":[4],"fuzzy":[5,28,40],"rule-based":[6],"modeling":[7,51],"approach":[8],"for":[9],"some":[10],"industrial":[11],"processes.":[12],"Structure":[13],"identification":[14,35],"is":[15,26],"realized":[16],"by":[17],"clustering":[18],"and":[19],"support":[20],"vector":[21],"machines.":[22],"When":[23],"the":[24,37,50],"process":[25],"slow,":[27],"rules":[29],"can":[30],"be":[31],"obtained":[32],"automatically.":[33],"Parameters":[34],"uses":[36],"techniques":[38],"of":[39,49],"neural":[41],"networks.":[42],"A":[43],"time-varying":[44],"learning":[45],"rate":[46],"assures":[47],"stability":[48],"error.":[52]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}