{"id":"https://openalex.org/W2529610694","doi":"https://doi.org/10.1109/cca.2016.7587943","title":"State space LPV model identification using LS-SVM: A case-study with dynamic dependence","display_name":"State space LPV model identification using LS-SVM: A case-study with dynamic dependence","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2529610694","doi":"https://doi.org/10.1109/cca.2016.7587943","mag":"2529610694"},"language":"en","primary_location":{"id":"doi:10.1109/cca.2016.7587943","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2016.7587943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Control Applications (CCA)","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/A5031283002","display_name":"Rodrigo Alvite Romano","orcid":"https://orcid.org/0000-0003-1173-7836"},"institutions":[{"id":"https://openalex.org/I155501849","display_name":"Instituto Mau\u00e1 de Tecnologia","ror":"https://ror.org/01crvtj80","country_code":"BR","type":"education","lineage":["https://openalex.org/I155501849"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Rodrigo A. Romano","raw_affiliation_strings":["Escola de Engenharia Mau\u00e1, Instituto Mau\u00e1 de Tecnologia, S\u00e3o Caetano do Sul, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Escola de Engenharia Mau\u00e1, Instituto Mau\u00e1 de Tecnologia, S\u00e3o Caetano do Sul, SP, Brazil","institution_ids":["https://openalex.org/I155501849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031271819","display_name":"P. Lopes dos Santos","orcid":"https://orcid.org/0000-0002-5907-128X"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"P. Lopes dos Santos","raw_affiliation_strings":["Faculdade de Engenharia da Universidade do Porto, Porto, Porto, PT"],"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia da Universidade do Porto, Porto, Porto, PT","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075290117","display_name":"Felipe Pait","orcid":"https://orcid.org/0000-0001-8544-9306"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Felipe Pait","raw_affiliation_strings":["Escola Polit\u00e9cnica da Universidade de, S\u00e3o Paulo, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Escola Polit\u00e9cnica da Universidade de, S\u00e3o Paulo, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056944496","display_name":"T.-P. Azevedo Perdico\u00falis","orcid":"https://orcid.org/0000-0002-3281-5357"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T.-P. Perdicoulis","raw_affiliation_strings":["ISR-Coimbra & Departamento de Matem\u00e1tica, UTAD, Vila Real, Portugal"],"affiliations":[{"raw_affiliation_string":"ISR-Coimbra & Departamento de Matem\u00e1tica, UTAD, Vila Real, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031283002"],"corresponding_institution_ids":["https://openalex.org/I155501849"],"apc_list":null,"apc_paid":null,"fwci":0.2678,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60489437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"995","last_page":"1000"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9995999932289124,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9984999895095825,"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/estimator","display_name":"Estimator","score":0.6143391132354736},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.600544810295105},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5876623392105103},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.5688607096672058},{"id":"https://openalex.org/keywords/state-space-representation","display_name":"State-space representation","score":0.5581755042076111},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.5579833984375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5191766023635864},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4503803849220276},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.443361759185791},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41266167163848877},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4113295376300812},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4029772877693176},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.39962926506996155},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3960978388786316},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.38785314559936523},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37494492530822754},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3562517762184143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2141871452331543},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.1387420892715454},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12668529152870178}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6143391132354736},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.600544810295105},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5876623392105103},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.5688607096672058},{"id":"https://openalex.org/C52918065","wikidata":"https://www.wikidata.org/wiki/Q230945","display_name":"State-space representation","level":2,"score":0.5581755042076111},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.5579833984375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5191766023635864},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4503803849220276},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.443361759185791},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41266167163848877},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4113295376300812},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4029772877693176},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.39962926506996155},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3960978388786316},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.38785314559936523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37494492530822754},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3562517762184143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2141871452331543},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.1387420892715454},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12668529152870178},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cca.2016.7587943","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2016.7587943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Control Applications (CCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W139806617","https://openalex.org/W363083054","https://openalex.org/W608268716","https://openalex.org/W1989127700","https://openalex.org/W2019496442","https://openalex.org/W2044428131","https://openalex.org/W2060622883","https://openalex.org/W2067633254","https://openalex.org/W2084026104","https://openalex.org/W2125230037","https://openalex.org/W2134157078","https://openalex.org/W2237032957","https://openalex.org/W2245176828","https://openalex.org/W2265338293","https://openalex.org/W2269557976","https://openalex.org/W2472318555","https://openalex.org/W2504152611","https://openalex.org/W2508716308","https://openalex.org/W2515540922","https://openalex.org/W4301501800","https://openalex.org/W6605701730","https://openalex.org/W6725658397"],"related_works":["https://openalex.org/W2142446859","https://openalex.org/W2579634771","https://openalex.org/W2274178696","https://openalex.org/W1560664277","https://openalex.org/W3013517953","https://openalex.org/W2756401664","https://openalex.org/W2338837772","https://openalex.org/W1486719010","https://openalex.org/W1496710458","https://openalex.org/W1538101308"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"the":[3,15,19,30,55,59],"nonparametric":[4],"identification":[5],"of":[6,32],"state-space":[7],"linear":[8],"parameter-varying":[9],"models":[10],"with":[11,43],"dynamic":[12],"mapping":[13],"between":[14],"scheduling":[16],"signal":[17],"and":[18],"model":[20,35],"matrices":[21],"is":[22,47],"considered.":[23],"Indeed,":[24],"we":[25],"are":[26],"particularly":[27],"interested":[28],"on":[29,50],"problem":[31],"estimating":[33],"a":[34,51],"using":[36],"data":[37],"generated":[38],"from":[39,54],"an":[40],"LPV":[41],"system":[42],"static":[44],"dependence,":[45],"which":[46],"however":[48],"represented":[49],"different":[52],"state-basis":[53],"one":[56],"considered":[57],"by":[58],"estimator.":[60]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}