{"id":"https://openalex.org/W2787597093","doi":"https://doi.org/10.1109/icassp.2018.8462268","title":"Driver Estimation in Non-Linear Autoregressive Models","display_name":"Driver Estimation in Non-Linear Autoregressive Models","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2787597093","doi":"https://doi.org/10.1109/icassp.2018.8462268","mag":"2787597093"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2018.8462268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8462268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"preprint","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/A5114919039","display_name":"Tom Duprela Tour","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Tom Duprela Tour","raw_affiliation_strings":["LTCI, Universit\u00e9 Paris-Saclay, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTCI, Universit\u00e9 Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210165912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108215110","display_name":"Yves Grenier","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yves Grenier","raw_affiliation_strings":["LTCI, Universit\u00e9 Paris-Saclay, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTCI, Universit\u00e9 Paris-Saclay, Paris, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210165912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018256474","display_name":"Alexandre Gramfort","orcid":"https://orcid.org/0000-0001-9791-4404"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Gramfort","raw_affiliation_strings":["Inria, Universit\u00e9 Paris-Saclay, Saclay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, Universit\u00e9 Paris-Saclay, Saclay, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I277688954"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114919039"],"corresponding_institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210165912"],"apc_list":null,"apc_paid":null,"fwci":0.185,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53612022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"55","issue":null,"first_page":"4519","last_page":"4523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9915000200271606,"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"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.8569494485855103},{"id":"https://openalex.org/keywords/star-model","display_name":"STAR model","score":0.7055078744888306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5931288003921509},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.5368168354034424},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.49720266461372375},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.4936886727809906},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4841935932636261},{"id":"https://openalex.org/keywords/parametrization","display_name":"Parametrization (atmospheric modeling)","score":0.477832555770874},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.47027474641799927},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.46617937088012695},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46411970257759094},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.40583065152168274},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4003419876098633},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3618174195289612},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.34482020139694214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32995909452438354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23975881934165955},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23275214433670044},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1725904941558838}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.8569494485855103},{"id":"https://openalex.org/C194657046","wikidata":"https://www.wikidata.org/wiki/Q7394685","display_name":"STAR model","level":4,"score":0.7055078744888306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5931288003921509},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.5368168354034424},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.49720266461372375},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.4936886727809906},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4841935932636261},{"id":"https://openalex.org/C202887219","wikidata":"https://www.wikidata.org/wiki/Q3895221","display_name":"Parametrization (atmospheric modeling)","level":3,"score":0.477832555770874},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.47027474641799927},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.46617937088012695},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46411970257759094},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.40583065152168274},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4003419876098633},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3618174195289612},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.34482020139694214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32995909452438354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23975881934165955},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23275214433670044},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1725904941558838},{"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/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/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2018.8462268","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2018.8462268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01696786v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01696786","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"43nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1481866092","https://openalex.org/W1606326889","https://openalex.org/W1972684380","https://openalex.org/W1982288993","https://openalex.org/W1982695759","https://openalex.org/W2000359198","https://openalex.org/W2018389776","https://openalex.org/W2031768652","https://openalex.org/W2059571939","https://openalex.org/W2074812030","https://openalex.org/W2079048852","https://openalex.org/W2130818352","https://openalex.org/W2155098255","https://openalex.org/W2162443378","https://openalex.org/W2165730296","https://openalex.org/W2184890715","https://openalex.org/W2612254931","https://openalex.org/W2728536788","https://openalex.org/W2952311516","https://openalex.org/W4321343303"],"related_works":["https://openalex.org/W3135881084","https://openalex.org/W2380590035","https://openalex.org/W2351712633","https://openalex.org/W4388984322","https://openalex.org/W4366145459","https://openalex.org/W2041578667","https://openalex.org/W3125183552","https://openalex.org/W2378898192","https://openalex.org/W3124468282","https://openalex.org/W2018248418"],"abstract_inverted_index":{"In":[0],"non-linear":[1,62],"autoregressive":[2,63],"models,":[3],"the":[4,27,48,74,78],"time":[5],"dependency":[6],"of":[7,54],"coefficients":[8],"is":[9,17],"often":[10],"driven":[11],"by":[12],"a":[13,34,39,51,61,66,81],"particular":[14],"time-series":[15],"which":[16],"not":[18],"given":[19],"and":[20],"thus":[21],"has":[22],"to":[23],"be":[24],"estimated":[25],"from":[26],"data.":[28],"To":[29],"allow":[30],"model":[31,64],"evaluation":[32],"on":[33,84],"validation":[35],"set,":[36],"we":[37,57,72],"describe":[38],"parametric":[40],"approach":[41],"for":[42],"such":[43],"driver":[44,49],"estimation.":[45],"After":[46],"estimating":[47],"as":[50],"weighted":[52],"sum":[53],"potential":[55],"drivers,":[56],"use":[58],"it":[59],"in":[60],"with":[65],"polynomial":[67],"parametrization.":[68],"Using":[69],"gradient":[70],"descent,":[71],"optimize":[73],"linear":[75],"filter":[76],"extracting":[77],"driver,":[79],"outperforming":[80],"typical":[82],"grid-search":[83],"predefined":[85],"filters.":[86]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}