{"id":"https://openalex.org/W2162296316","doi":"https://doi.org/10.1109/icassp.2008.4518433","title":"Sequential experimental design for misspecified nonlinear models","display_name":"Sequential experimental design for misspecified nonlinear models","publication_year":2008,"publication_date":"2008-03-01","ids":{"openalex":"https://openalex.org/W2162296316","doi":"https://doi.org/10.1109/icassp.2008.4518433","mag":"2162296316"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2008.4518433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2008.4518433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://centralesupelec.hal.science/hal-00273815","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055633547","display_name":"Hassan El Abiad","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hassan El Abiad","raw_affiliation_strings":["Department of Signal Processing and Electronic System, Gif-sur-Yvette, France","Department of Signal Processing and Electronic Systems, Sup\u00e9lec, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"Department of Signal Processing and Electronic System, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210097418"]},{"raw_affiliation_string":"Department of Signal Processing and Electronic Systems, Sup\u00e9lec, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I102475099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041253738","display_name":"Laurent Le Brusquet","orcid":"https://orcid.org/0000-0001-6930-0886"},"institutions":[{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Le Brusquet","raw_affiliation_strings":["Department of Signal Processing and Electronic System, Gif-sur-Yvette, France","Department of Signal Processing and Electronic Systems, Sup\u00e9lec, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"Department of Signal Processing and Electronic System, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210097418"]},{"raw_affiliation_string":"Department of Signal Processing and Electronic Systems, Sup\u00e9lec, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I102475099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048588763","display_name":"Marie-\u00c8ve Davoust","orcid":null},"institutions":[{"id":"https://openalex.org/I102475099","display_name":"Sup\u00e9lec","ror":"https://ror.org/00n7gwn90","country_code":"FR","type":"education","lineage":["https://openalex.org/I102475099"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-Eve Davoust","raw_affiliation_strings":["Department of Signal Processing and Electronic System, Gif-sur-Yvette, France","Department of Signal Processing and Electronic Systems, Sup\u00e9lec, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"Department of Signal Processing and Electronic System, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210097418"]},{"raw_affiliation_string":"Department of Signal Processing and Electronic Systems, Sup\u00e9lec, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I102475099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055633547"],"corresponding_institution_ids":["https://openalex.org/I102475099","https://openalex.org/I4210097418"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20081199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3609","last_page":"3612"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11236","display_name":"Control Systems and Identification","score":0.9911999702453613,"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/robustness","display_name":"Robustness (evolution)","score":0.7002400159835815},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5660967826843262},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5563908815383911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5527558922767639},{"id":"https://openalex.org/keywords/optimal-design","display_name":"Optimal design","score":0.48307231068611145},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4749883711338043},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.44960126280784607},{"id":"https://openalex.org/keywords/nonlinear-regression","display_name":"Nonlinear regression","score":0.42242297530174255},{"id":"https://openalex.org/keywords/sequential-analysis","display_name":"Sequential analysis","score":0.41546106338500977},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4064217805862427},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3914245665073395},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.37535402178764343},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3556319773197174},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.289419949054718},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18397226929664612},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16757676005363464}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7002400159835815},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5660967826843262},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5563908815383911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5527558922767639},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.48307231068611145},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4749883711338043},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.44960126280784607},{"id":"https://openalex.org/C46889948","wikidata":"https://www.wikidata.org/wiki/Q2755024","display_name":"Nonlinear regression","level":3,"score":0.42242297530174255},{"id":"https://openalex.org/C80478641","wikidata":"https://www.wikidata.org/wiki/Q195771","display_name":"Sequential analysis","level":2,"score":0.41546106338500977},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4064217805862427},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3914245665073395},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.37535402178764343},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3556319773197174},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.289419949054718},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18397226929664612},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16757676005363464},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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":4,"locations":[{"id":"doi:10.1109/icassp.2008.4518433","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2008.4518433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.591.4292","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.591.4292","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hal.archives-ouvertes.fr/docs/00/27/38/15/PDF/El_Abiad_2985.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.987.8828","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.987.8828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://hal.archives-ouvertes.fr/file/index/docid/273815/filename/El_Abiad_2985.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-00273815v1","is_oa":true,"landing_page_url":"https://centralesupelec.hal.science/hal-00273815","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the IEEE-ICASSP International Conference on Acoustics, Speech and Signal Processing","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-00273815v1","is_oa":true,"landing_page_url":"https://centralesupelec.hal.science/hal-00273815","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the IEEE-ICASSP International Conference on Acoustics, Speech and Signal Processing","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1485426748","https://openalex.org/W1657213141","https://openalex.org/W2000352206","https://openalex.org/W2022905560","https://openalex.org/W2039631213","https://openalex.org/W2090567229","https://openalex.org/W2131006025","https://openalex.org/W2394925164","https://openalex.org/W2532563805","https://openalex.org/W4230822461","https://openalex.org/W6636953887","https://openalex.org/W6673124549"],"related_works":["https://openalex.org/W2343661315","https://openalex.org/W2973531119","https://openalex.org/W1537574040","https://openalex.org/W1995479908","https://openalex.org/W1825193896","https://openalex.org/W2040380608","https://openalex.org/W2007207413","https://openalex.org/W2036105991","https://openalex.org/W1973524468","https://openalex.org/W4366458296"],"abstract_inverted_index":{"In":[0],"design":[1,10,33,71,120],"of":[2],"experiments":[3,27],"for":[4],"nonlinear":[5],"regression":[6],"model":[7,83],"identification,":[8],"the":[9,14,26,30,46,54,60,66,70,74,78,100,114,119,123],"criterion":[11,67,76,103,109,126],"depends":[12],"on":[13],"unknown":[15,82],"parameters":[16],"to":[17,52,88],"be":[18],"identified.":[19],"Classical":[20],"strategies":[21,36],"consist":[22],"in":[23,65],"designing":[24],"sequentially":[25],"by":[28,93],"alternating":[29],"estimation":[31,61],"and":[32,90,127],"stages.":[34,72],"These":[35],"consider":[37,53,113],"previous":[38,55],"observations":[39,56],"(already":[40],"collected":[41,116],"data)":[42],"only":[43,58],"while":[44],"updating":[45],"estimated":[47],"parameters.":[48],"This":[49],"paper":[50],"proposes":[51],"not":[57,112],"during":[59,69,118],"stages,":[62,121],"but":[63],"also":[64],"used":[68],"Furthermore,":[73],"proposed":[75,101],"considers":[77],"robustness":[79],"requirement:":[80],"an":[81],"error":[84],"(misspecification)":[85],"is":[86,91,104],"supposed":[87],"exist":[89],"modeled":[92],"a":[94,107],"kernel-based":[95],"representation":[96],"(Gaussian":[97],"process).":[98],"Finally,":[99],"sequential":[102],"compared":[105],"with":[106,122],"model-robust":[108],"which":[110],"does":[111],"previously":[115],"data":[117],"classical":[124],"D-optimal":[125],"L-optimal":[128],"criterion.":[129]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}