{"id":"https://openalex.org/W2945637605","doi":"https://doi.org/10.1016/j.sysconle.2019.04.004","title":"Nonlinear system identification via data augmentation","display_name":"Nonlinear system identification via data augmentation","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2945637605","doi":"https://doi.org/10.1016/j.sysconle.2019.04.004","mag":"2945637605"},"language":"en","primary_location":{"id":"doi:10.1016/j.sysconle.2019.04.004","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.sysconle.2019.04.004","pdf_url":null,"source":{"id":"https://openalex.org/S56603566","display_name":"Systems & Control Letters","issn_l":"0167-6911","issn":["0167-6911","1872-7956"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems &amp; Control Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10446/146293","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059501084","display_name":"Simone Formentin","orcid":"https://orcid.org/0000-0001-6889-6219"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Formentin","raw_affiliation_strings":["Dept of Electronics, Information and Bioengineering, Politecnico di Milano, Via G. Ponzio 34/5, 20133 Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dept of Electronics, Information and Bioengineering, Politecnico di Milano, Via G. Ponzio 34/5, 20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000288202","display_name":"Mirko Mazzoleni","orcid":"https://orcid.org/0000-0002-7116-135X"},"institutions":[{"id":"https://openalex.org/I11039511","display_name":"University of Bergamo","ror":"https://ror.org/02mbd5571","country_code":"IT","type":"education","lineage":["https://openalex.org/I11039511"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mirko Mazzoleni","raw_affiliation_strings":["Dept of Management, Information and Production Engineering, University of Bergamo, Via G. Marconi 5, 24044 Dalmine (BG), Italy"],"affiliations":[{"raw_affiliation_string":"Dept of Management, Information and Production Engineering, University of Bergamo, Via G. Marconi 5, 24044 Dalmine (BG), Italy","institution_ids":["https://openalex.org/I11039511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059205429","display_name":"Matteo Scandella","orcid":"https://orcid.org/0000-0001-6978-3769"},"institutions":[{"id":"https://openalex.org/I11039511","display_name":"University of Bergamo","ror":"https://ror.org/02mbd5571","country_code":"IT","type":"education","lineage":["https://openalex.org/I11039511"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Scandella","raw_affiliation_strings":["Dept of Management, Information and Production Engineering, University of Bergamo, Via G. Marconi 5, 24044 Dalmine (BG), Italy"],"affiliations":[{"raw_affiliation_string":"Dept of Management, Information and Production Engineering, University of Bergamo, Via G. Marconi 5, 24044 Dalmine (BG), Italy","institution_ids":["https://openalex.org/I11039511"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003122504","display_name":"Fabio Previdi","orcid":"https://orcid.org/0000-0002-3713-7727"},"institutions":[{"id":"https://openalex.org/I11039511","display_name":"University of Bergamo","ror":"https://ror.org/02mbd5571","country_code":"IT","type":"education","lineage":["https://openalex.org/I11039511"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Previdi","raw_affiliation_strings":["Dept of Management, Information and Production Engineering, University of Bergamo, Via G. Marconi 5, 24044 Dalmine (BG), Italy"],"affiliations":[{"raw_affiliation_string":"Dept of Management, Information and Production Engineering, University of Bergamo, Via G. Marconi 5, 24044 Dalmine (BG), Italy","institution_ids":["https://openalex.org/I11039511"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059501084"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":null,"fwci":2.3523,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88677061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"128","issue":null,"first_page":"56","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9919000267982483,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/nonlinear-system","display_name":"Nonlinear system","score":0.5942937731742859},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.5675005912780762},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.5373138189315796},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.5282140374183655},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5125112533569336},{"id":"https://openalex.org/keywords/dynamical-systems-theory","display_name":"Dynamical systems theory","score":0.49987125396728516},{"id":"https://openalex.org/keywords/nonlinear-system-identification","display_name":"Nonlinear system identification","score":0.48121073842048645},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4765796661376953},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4442687928676605},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4293861389160156},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4244415760040283},{"id":"https://openalex.org/keywords/smoothness","display_name":"Smoothness","score":0.4238389730453491},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4180283546447754},{"id":"https://openalex.org/keywords/impulse-response","display_name":"Impulse response","score":0.41593316197395325},{"id":"https://openalex.org/keywords/tikhonov-regularization","display_name":"Tikhonov regularization","score":0.4150625467300415},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4118679165840149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41141775250434875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2709972858428955},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.21694684028625488},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15280532836914062},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.14667785167694092}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5942937731742859},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.5675005912780762},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.5373138189315796},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5282140374183655},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5125112533569336},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.49987125396728516},{"id":"https://openalex.org/C22157029","wikidata":"https://www.wikidata.org/wiki/Q17080460","display_name":"Nonlinear system identification","level":4,"score":0.48121073842048645},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4765796661376953},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4442687928676605},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4293861389160156},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4244415760040283},{"id":"https://openalex.org/C102634674","wikidata":"https://www.wikidata.org/wiki/Q868473","display_name":"Smoothness","level":2,"score":0.4238389730453491},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4180283546447754},{"id":"https://openalex.org/C72279823","wikidata":"https://www.wikidata.org/wiki/Q1139726","display_name":"Impulse response","level":2,"score":0.41593316197395325},{"id":"https://openalex.org/C152442038","wikidata":"https://www.wikidata.org/wiki/Q2778212","display_name":"Tikhonov regularization","level":3,"score":0.4150625467300415},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4118679165840149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41141775250434875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2709972858428955},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.21694684028625488},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15280532836914062},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.14667785167694092},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.sysconle.2019.04.004","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.sysconle.2019.04.004","pdf_url":null,"source":{"id":"https://openalex.org/S56603566","display_name":"Systems & Control Letters","issn_l":"0167-6911","issn":["0167-6911","1872-7956"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems &amp; Control Letters","raw_type":"journal-article"},{"id":"pmh:oai:aisberg.unibg.it:10446/146293","is_oa":true,"landing_page_url":"http://hdl.handle.net/10446/146293","pdf_url":null,"source":{"id":"https://openalex.org/S4377196347","display_name":"Aisberg (University of Bergamo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11039511","host_organization_name":"University of Bergamo","host_organization_lineage":["https://openalex.org/I11039511"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:re.public.polimi.it:11311/1121593","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1121593","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:aisberg.unibg.it:10446/146293","is_oa":true,"landing_page_url":"http://hdl.handle.net/10446/146293","pdf_url":null,"source":{"id":"https://openalex.org/S4377196347","display_name":"Aisberg (University of Bergamo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11039511","host_organization_name":"University of Bergamo","host_organization_lineage":["https://openalex.org/I11039511"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1479807131","https://openalex.org/W1551558534","https://openalex.org/W1965324089","https://openalex.org/W2002785955","https://openalex.org/W2015904350","https://openalex.org/W2021065610","https://openalex.org/W2037479549","https://openalex.org/W2050810194","https://openalex.org/W2053448799","https://openalex.org/W2057136720","https://openalex.org/W2092766760","https://openalex.org/W2101491865","https://openalex.org/W2104290444","https://openalex.org/W2110652811","https://openalex.org/W2124582125","https://openalex.org/W2131775048","https://openalex.org/W2137233422","https://openalex.org/W2143956139","https://openalex.org/W2148603752","https://openalex.org/W2151239833","https://openalex.org/W2163605009","https://openalex.org/W2171613573","https://openalex.org/W2778215933","https://openalex.org/W2795018701","https://openalex.org/W2902369575","https://openalex.org/W2904454889","https://openalex.org/W2920725015","https://openalex.org/W2997701990","https://openalex.org/W2999905431","https://openalex.org/W6651001757","https://openalex.org/W6675747103","https://openalex.org/W6678738337","https://openalex.org/W6680838405","https://openalex.org/W6682208247","https://openalex.org/W6684191040","https://openalex.org/W6756374644","https://openalex.org/W7076001082"],"related_works":["https://openalex.org/W2385614044","https://openalex.org/W2803806910","https://openalex.org/W2152282424","https://openalex.org/W4388903858","https://openalex.org/W2091914113","https://openalex.org/W2054616108","https://openalex.org/W564324191","https://openalex.org/W2375002642","https://openalex.org/W2021395081","https://openalex.org/W176335707"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-05-29T00:00:00"}
