{"id":"https://openalex.org/W4308427632","doi":"https://doi.org/10.1109/icstcc55426.2022.9931770","title":"Maximum Likelihood pqEDMD Identification","display_name":"Maximum Likelihood pqEDMD Identification","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4308427632","doi":"https://doi.org/10.1109/icstcc55426.2022.9931770"},"language":"en","primary_location":{"id":"doi:10.1109/icstcc55426.2022.9931770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icstcc55426.2022.9931770","pdf_url":null,"source":{"id":"https://openalex.org/S4363608485","display_name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071798161","display_name":"Camilo Garcia-Tenorio","orcid":"https://orcid.org/0000-0002-0700-1861"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Camilo Garcia-Tenorio","raw_affiliation_strings":["University of Mons,Systems, Estimation, Control and Optimization,Mons,Belgium,7000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mons,Systems, Estimation, Control and Optimization,Mons,Belgium,7000","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030337733","display_name":"Alain Vande Wouwer","orcid":"https://orcid.org/0000-0001-7022-6126"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Alain Vande Wouwer","raw_affiliation_strings":["University of Mons,Systems, Estimation, Control and Optimization,Mons,Belgium,7000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Mons,Systems, Estimation, Control and Optimization,Mons,Belgium,7000","institution_ids":["https://openalex.org/I130929987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130929987"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9977999925613403,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.6669860482215881},{"id":"https://openalex.org/keywords/ordinary-least-squares","display_name":"Ordinary least squares","score":0.6167262196540833},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5769410133361816},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4758579134941101},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.4663630723953247},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.45815953612327576},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.45729386806488037},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.4540364444255829},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.45351994037628174},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.4521135091781616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45128849148750305},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43355703353881836},{"id":"https://openalex.org/keywords/parameter-identification-problem","display_name":"Parameter identification problem","score":0.4112422466278076},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4000343382358551},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3358945846557617},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.30138838291168213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14201807975769043}],"concepts":[{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.6669860482215881},{"id":"https://openalex.org/C99656134","wikidata":"https://www.wikidata.org/wiki/Q2912993","display_name":"Ordinary least squares","level":2,"score":0.6167262196540833},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5769410133361816},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4758579134941101},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.4663630723953247},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.45815953612327576},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.45729386806488037},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.4540364444255829},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.45351994037628174},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.4521135091781616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45128849148750305},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43355703353881836},{"id":"https://openalex.org/C79610928","wikidata":"https://www.wikidata.org/wiki/Q1656743","display_name":"Parameter identification problem","level":3,"score":0.4112422466278076},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4000343382358551},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3358945846557617},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.30138838291168213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14201807975769043},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C2983447341","wikidata":"https://www.wikidata.org/wiki/Q1413083","display_name":"Model parameter","level":2,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icstcc55426.2022.9931770","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icstcc55426.2022.9931770","pdf_url":null,"source":{"id":"https://openalex.org/S4363608485","display_name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/44587","is_oa":false,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/44587","pdf_url":null,"source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC), Sinaia, Rou [Rou], 19-10-2022 => 21-10-2022","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1485426748","https://openalex.org/W1591018827","https://openalex.org/W1723433682","https://openalex.org/W1997054581","https://openalex.org/W2114876173","https://openalex.org/W2172945660","https://openalex.org/W2239232218","https://openalex.org/W2561027863","https://openalex.org/W2566199617","https://openalex.org/W2594932112","https://openalex.org/W2734278066","https://openalex.org/W2768748954","https://openalex.org/W2782661794","https://openalex.org/W2963611087","https://openalex.org/W2964350754","https://openalex.org/W2982666329","https://openalex.org/W3100184721","https://openalex.org/W3100769368","https://openalex.org/W3126331428","https://openalex.org/W3162184933","https://openalex.org/W3170361900"],"related_works":["https://openalex.org/W1984191672","https://openalex.org/W2120595071","https://openalex.org/W1997130844","https://openalex.org/W4250719734","https://openalex.org/W2167126078","https://openalex.org/W2003283606","https://openalex.org/W1965287366","https://openalex.org/W4251541326","https://openalex.org/W2610798632","https://openalex.org/W2890271766"],"abstract_inverted_index":{"The":[0,82],"ordinary":[1],"least":[2],"squares":[3],"(OLS)":[4],"regression":[5],"for":[6],"linear":[7],"system":[8],"identification":[9,52],"might":[10],"give":[11],"biased":[12],"results":[13],"when":[14],"noise":[15],"affects":[16],"some":[17],"explicative":[18],"variables.":[19],"As":[20],"OLS":[21],"is":[22,34],"at":[23],"the":[24,27,51,60,64,68,73,76,97,104,108,114,118,122],"core":[25],"of":[26,62,67,75,89,117,121],"extended":[28],"dynamic":[29],"mode":[30],"decomposition":[31],"algorithm,":[32],"it":[33],"interesting":[35],"to":[36,39,48,91],"pay":[37],"attention":[38],"alternative":[40],"methods,":[41],"such":[42],"as":[43],"maximum":[44],"likelihood":[45],"estimation":[46],"(MLE),":[47],"deal":[49],"with":[50,78,113],"problem.":[53],"This":[54],"study":[55],"explores":[56],"this":[57],"direction,":[58],"discusses":[59],"question":[61],"defining":[63],"probability":[65,119],"distribution":[66,120],"observable":[69],"functions,":[70],"and":[71],"illustrates":[72],"performance":[74],"algorithm":[77],"two":[79],"case":[80],"studies.":[81],"first":[83],"one":[84],"shows":[85],"a":[86,92],"successful":[87],"application":[88],"MLE":[90],"simple":[93],"reaction":[94],"network,":[95],"while":[96],"second,":[98],"more":[99],"complex":[100],"example":[101],"based":[102],"on":[103],"Duffing":[105],"equation":[106],"highlights":[107],"method":[109],"limitation":[110],"in":[111],"relation":[112],"empirical":[115],"construction":[116],"observables.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
