{"id":"https://openalex.org/W2599363100","doi":"https://doi.org/10.1109/la-cci.2016.7885698","title":"Wiener System Identification using Best Linear Approximation within the LS-SVM framework","display_name":"Wiener System Identification using Best Linear Approximation within the LS-SVM framework","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2599363100","doi":"https://doi.org/10.1109/la-cci.2016.7885698","mag":"2599363100"},"language":"en","primary_location":{"id":"doi:10.1109/la-cci.2016.7885698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2016.7885698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","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/A5067011607","display_name":"Ricardo Castro-Garcia","orcid":"https://orcid.org/0000-0002-2332-9381"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Ricardo Castro-Garcia","raw_affiliation_strings":["KU Leuven, ESAT-STADIUS, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, ESAT-STADIUS, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078854904","display_name":"Johan A. K. Suykens","orcid":"https://orcid.org/0000-0002-8846-6352"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Johan A. K. Suykens","raw_affiliation_strings":["KU Leuven, ESAT-STADIUS, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, ESAT-STADIUS, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067011607"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.8034,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77405757,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9998999834060669,"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/T11236","display_name":"Control Systems and Identification","score":0.9998999834060669,"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/T11749","display_name":"Iterative Learning Control Systems","score":0.9857000112533569,"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":0.9853000044822693,"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/lti-system-theory","display_name":"LTI system theory","score":0.6498345136642456},{"id":"https://openalex.org/keywords/linear-system","display_name":"Linear system","score":0.6056810617446899},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6037828922271729},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5833020806312561},{"id":"https://openalex.org/keywords/nonlinear-system-identification","display_name":"Nonlinear system identification","score":0.5693829655647278},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.5490978360176086},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.5250535011291504},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4960549771785736},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.48865678906440735},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4578477442264557},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45396292209625244},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.448182612657547},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4433193802833557},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.4295163154602051},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.424445778131485},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.401273250579834},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37497442960739136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20992344617843628},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.17549502849578857},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14853909611701965},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10053554177284241},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09653022885322571}],"concepts":[{"id":"https://openalex.org/C87698059","wikidata":"https://www.wikidata.org/wiki/Q1808960","display_name":"LTI system theory","level":3,"score":0.6498345136642456},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.6056810617446899},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6037828922271729},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5833020806312561},{"id":"https://openalex.org/C22157029","wikidata":"https://www.wikidata.org/wiki/Q17080460","display_name":"Nonlinear system identification","level":4,"score":0.5693829655647278},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.5490978360176086},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.5250535011291504},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4960549771785736},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.48865678906440735},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4578477442264557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45396292209625244},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.448182612657547},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4433193802833557},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.4295163154602051},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.424445778131485},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.401273250579834},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37497442960739136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20992344617843628},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.17549502849578857},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14853909611701965},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10053554177284241},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09653022885322571},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/la-cci.2016.7885698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/la-cci.2016.7885698","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/580085","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/580085/1/16-83.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"LA CCI, Cartagena, Colombia, November 2016","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W24105942","https://openalex.org/W178056938","https://openalex.org/W1521591241","https://openalex.org/W1573643143","https://openalex.org/W1598493736","https://openalex.org/W1973407458","https://openalex.org/W1986409685","https://openalex.org/W2014158063","https://openalex.org/W2024029382","https://openalex.org/W2028045978","https://openalex.org/W2046664056","https://openalex.org/W2062190049","https://openalex.org/W2078127574","https://openalex.org/W2125351848","https://openalex.org/W2143116196","https://openalex.org/W2292337887","https://openalex.org/W2477506057","https://openalex.org/W3130265595","https://openalex.org/W4252099851","https://openalex.org/W4301501800","https://openalex.org/W6600976330","https://openalex.org/W6631398929","https://openalex.org/W6646866725","https://openalex.org/W6791395273"],"related_works":["https://openalex.org/W4387451451","https://openalex.org/W2137300182","https://openalex.org/W75826713","https://openalex.org/W2390716300","https://openalex.org/W2379160467","https://openalex.org/W2148059640","https://openalex.org/W2969695033","https://openalex.org/W2152282424","https://openalex.org/W350588114","https://openalex.org/W2732818610"],"abstract_inverted_index":{"Wiener":[0,40],"systems":[1,18,41],"represent":[2],"a":[3,11,21,25,32,51,78,118,133],"linear":[4,124],"time":[5,27],"invariant":[6],"(LTI)":[7],"system":[8,65],"followed":[9],"by":[10],"static":[12],"nonlinearity.":[13],"The":[14,47,114],"identification":[15,66],"of":[16,53,90,121],"these":[17],"has":[19],"been":[20],"research":[22],"problem":[23],"for":[24,38,110],"long":[26],"as":[28],"it":[29],"is":[30,42,50,85],"not":[31],"trivial":[33],"task.":[34],"A":[35],"new":[36],"methodology":[37],"identifying":[39],"proposed":[43,48],"in":[44,106],"this":[45],"paper.":[46],"method":[49],"combination":[52],"well":[54],"known":[55],"techniques,":[56],"namely":[57],"the":[58,64,76,82,88,91,95,101,112,122],"Best":[59],"Linear":[60],"Approximation":[61],"(BLA)":[62],"from":[63,94],"field":[67],"and":[68,125],"Least":[69],"Squares":[70],"Support":[71],"Vector":[72],"Machines":[73],"(LS-SVM).":[74],"Through":[75],"BLA":[77],"non-parametric":[79],"approximation":[80],"to":[81,132],"LTI":[83,96],"block":[84,97],"obtained.":[86],"Next,":[87],"coefficients":[89,103],"transfer":[92],"function":[93],"are":[98,104],"estimated.":[99],"Finally":[100],"calculated":[102],"included":[105],"an":[107],"LS-SVM":[108],"formulation":[109],"modeling":[111],"system.":[113],"results":[115],"indicate":[116],"that":[117],"good":[119],"estimation":[120],"underlying":[123],"nonlinear":[126],"parts":[127],"can":[128],"be":[129],"obtained":[130],"up":[131],"scaling":[134],"factor.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
