{"id":"https://openalex.org/W1587382298","doi":"https://doi.org/10.1007/11579427_50","title":"Comparison of SVM-Fuzzy Modelling Techniques for System Identification","display_name":"Comparison of SVM-Fuzzy Modelling Techniques for System Identification","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W1587382298","doi":"https://doi.org/10.1007/11579427_50","mag":"1587382298"},"language":"en","primary_location":{"id":"doi:10.1007/11579427_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11579427_50","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5055390214","display_name":"Ariel Garc\u00eda-Gamboa","orcid":null},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Ariel Garc\u00eda-Gamboa","raw_affiliation_strings":["Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033024566","display_name":"Miguel Gonz\u00e1lez-Mendoza","orcid":"https://orcid.org/0000-0001-6451-9109"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Miguel Gonz\u00e1lez-Mendoza","raw_affiliation_strings":["Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024043461","display_name":"Rodolfo Ibarra-Orozco","orcid":"https://orcid.org/0000-0002-6058-535X"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rodolfo Ibarra-Orozco","raw_affiliation_strings":["Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023676497","display_name":"Neil Hern\u00e1ndez-Gress","orcid":"https://orcid.org/0000-0003-0966-5685"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Neil Hern\u00e1ndez-Gress","raw_affiliation_strings":["Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040807583","display_name":"Jaime Mora\u2010Vargas","orcid":"https://orcid.org/0000-0001-6545-8889"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jaime Mora-Vargas","raw_affiliation_strings":["Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Group, Tecnol\u00f3gico de Monterrey, Campus Estado de M\u00e9xico, Km 3.5 Carretera al Lago de Guadalupe, Col. Margarita Maza de Ju\u00e1rez, Atizap\u00e1n de Zaragoza, Estado de M\u00e9xico, 52926, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055390214"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1553532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"494","last_page":"503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9973999857902527,"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":0.9972000122070312,"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/support-vector-machine","display_name":"Support vector machine","score":0.7582483291625977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6863402724266052},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.67242431640625},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.599726676940918},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.569762647151947},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5186333060264587},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4883544147014618},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.46668609976768494},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46228766441345215},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44004881381988525},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.42541268467903137},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.4174809157848358},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.41108018159866333},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23676085472106934},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16030645370483398}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7582483291625977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6863402724266052},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.67242431640625},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.599726676940918},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.569762647151947},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5186333060264587},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4883544147014618},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.46668609976768494},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46228766441345215},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44004881381988525},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.42541268467903137},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4174809157848358},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.41108018159866333},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23676085472106934},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16030645370483398},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11579427_50","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11579427_50","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1570834090","https://openalex.org/W1987801991","https://openalex.org/W2079325629","https://openalex.org/W2096507750","https://openalex.org/W2132870739","https://openalex.org/W2148603752","https://openalex.org/W2156415214","https://openalex.org/W2159265133","https://openalex.org/W2159371584","https://openalex.org/W2616187673"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4312412183"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}