{"id":"https://openalex.org/W2156521266","doi":"https://doi.org/10.1109/ijcnn.2008.4633909","title":"Inverse system identification of nonlinear systems using least square support vector machine based on FCM clustering","display_name":"Inverse system identification of nonlinear systems using least square support vector machine based on FCM clustering","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2156521266","doi":"https://doi.org/10.1109/ijcnn.2008.4633909","mag":"2156521266"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2008.4633909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4633909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","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/A5057898837","display_name":"Chaoxu Mu","orcid":"https://orcid.org/0000-0003-1055-9513"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chaoxu Mu","raw_affiliation_strings":["College of Electrical Engineering, Hohai University, HHU, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Hohai University, HHU, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078273675","display_name":"Liang Hua","orcid":"https://orcid.org/0000-0002-7739-3733"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Liang","raw_affiliation_strings":["College of Electrical Engineering, Hohai University, HHU, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Hohai University, HHU, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019248683","display_name":"Changyin Sun","orcid":"https://orcid.org/0000-0001-9269-334X"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changyin Sun","raw_affiliation_strings":["College of Electrical Engineering, Hohai University, HHU, Nanjing, China","School of Automation, South East University, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Hohai University, HHU, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"School of Automation, South East University, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057898837"],"corresponding_institution_ids":["https://openalex.org/I163340411"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11762057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"921","last_page":"926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9969000220298767,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9854000210762024,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.747934877872467},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.6785115003585815},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.645728349685669},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6167944669723511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5817078351974487},{"id":"https://openalex.org/keywords/inverse-system","display_name":"Inverse system","score":0.5614299178123474},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5402315855026245},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.5192780494689941},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5059298872947693},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.43768996000289917},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43491053581237793},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.42597270011901855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.417999804019928},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3796568512916565},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3776852488517761},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33583247661590576}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.747934877872467},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.6785115003585815},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.645728349685669},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6167944669723511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5817078351974487},{"id":"https://openalex.org/C122129529","wikidata":"https://www.wikidata.org/wiki/Q2634828","display_name":"Inverse system","level":3,"score":0.5614299178123474},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5402315855026245},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.5192780494689941},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5059298872947693},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.43768996000289917},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43491053581237793},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.42597270011901855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.417999804019928},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3796568512916565},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3776852488517761},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33583247661590576},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2008.4633909","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4633909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W207975404","https://openalex.org/W1573308499","https://openalex.org/W1596717185","https://openalex.org/W2003006442","https://openalex.org/W2036661955","https://openalex.org/W2070593280","https://openalex.org/W2083717113","https://openalex.org/W2114644511","https://openalex.org/W2149298154"],"related_works":["https://openalex.org/W2087529171","https://openalex.org/W2519308303","https://openalex.org/W2032545456","https://openalex.org/W1985308364","https://openalex.org/W2331917905","https://openalex.org/W2131541927","https://openalex.org/W2333184505","https://openalex.org/W2393520797","https://openalex.org/W3155039083","https://openalex.org/W2126628616"],"abstract_inverted_index":{"The":[0],"algorithm":[1],"of":[2,25,56],"least":[3],"square":[4],"support":[5],"vector":[6],"machine":[7],"(LSSVM)":[8],"based":[9],"on":[10,29],"fuzzy":[11],"c-means":[12],"(FCM)":[13],"clustering":[14],"is":[15,100],"presented":[16],"in":[17],"this":[18],"paper,":[19],"which":[20],"can":[21],"select":[22],"the":[23,36,40,49,54,60,65,71,77,82,97,115],"number":[24],"clusters":[26],"automatically":[27],"depending":[28],"different":[30],"parameters":[31],"and":[32,48,70,94,102,109],"samples.":[33],"We":[34],"adopt":[35],"method":[37,79,99,117],"to":[38,80],"identify":[39],"inverse":[41,62,67,73,85],"system":[42,63,86],"with":[43,106,114],"crucial":[44],"spanless":[45],"process":[46],"variables":[47],"inenarrable":[50],"nonlinear":[51,83],"character.":[52],"In":[53],"course":[55],"identification,":[57],"we":[58],"construct":[59],"allied":[61,84],"by":[64],"left":[66],"soft-sensing":[68],"function":[69],"right":[72],"system,":[74],"then":[75],"utilize":[76],"proposed":[78,98],"approach":[81],"via":[87],"offline":[88],"training.":[89],"Simulation":[90],"experiments":[91],"are":[92],"performed":[93],"indicate":[95],"that":[96],"effective":[101],"provides":[103],"satisfactory":[104],"performance":[105],"excellent":[107],"accuracy":[108],"low":[110],"computational":[111],"cost":[112],"comparing":[113],"conventional":[116],"using":[118],"LSSVM.":[119]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
