{"id":"https://openalex.org/W4400946472","doi":"https://doi.org/10.23919/ecc64448.2024.10590797","title":"Direct System Identification of Dynamical Networks with Partial Measurements: A Maximum Likelihood Approach","display_name":"Direct System Identification of Dynamical Networks with Partial Measurements: A Maximum Likelihood Approach","publication_year":2024,"publication_date":"2024-06-25","ids":{"openalex":"https://openalex.org/W4400946472","doi":"https://doi.org/10.23919/ecc64448.2024.10590797"},"language":"en","primary_location":{"id":"doi:10.23919/ecc64448.2024.10590797","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/ecc64448.2024.10590797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 European Control Conference (ECC)","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/A5102718465","display_name":"Jo\u00e3o Victor Galv\u00e3o da Mata","orcid":"https://orcid.org/0009-0009-8251-6476"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Victor Galv\u00e3o Da Mata","raw_affiliation_strings":["Technical University of Denmark,Department of Applied Mathematics and Computer Science","Department of Applied Mathematics and Computer Science, Technical University of Denmark"],"affiliations":[{"raw_affiliation_string":"Technical University of Denmark,Department of Applied Mathematics and Computer Science","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017570497","display_name":"Anders Hansson","orcid":"https://orcid.org/0000-0002-7934-6009"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anders Hansson","raw_affiliation_strings":["Link&#x00F6;ping University.,Department of Electrical Engineering"],"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University.,Department of Electrical Engineering","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005503523","display_name":"Martin S. Andersen","orcid":"https://orcid.org/0000-0002-4654-3946"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Martin S. Andersen","raw_affiliation_strings":["Technical University of Denmark,Department of Applied Mathematics and Computer Science","Department of Applied Mathematics and Computer Science, Technical University of Denmark"],"affiliations":[{"raw_affiliation_string":"Technical University of Denmark,Department of Applied Mathematics and Computer Science","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Department of Applied Mathematics and Computer Science, Technical University of Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017570497"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11929138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3116","last_page":"3123"},"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/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/T10876","display_name":"Fault Detection and Control Systems","score":0.9914000034332275,"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/identification","display_name":"Identification (biology)","score":0.6960378289222717},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5697852969169617},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.54173344373703},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24962067604064941},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24104928970336914}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6960378289222717},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5697852969169617},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.54173344373703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24962067604064941},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24104928970336914},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ecc64448.2024.10590797","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/ecc64448.2024.10590797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 European Control Conference (ECC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3646260428","display_name":null,"funder_award_id":"NNF200C0061894","funder_id":"https://openalex.org/F4320325957","funder_display_name":"Novo Nordisk Fonden"}],"funders":[{"id":"https://openalex.org/F4320325957","display_name":"Novo Nordisk Fonden","ror":"https://ror.org/04txyc737"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2023714235","https://openalex.org/W2067226127","https://openalex.org/W2107861998","https://openalex.org/W2153843379","https://openalex.org/W2963819503","https://openalex.org/W3031420959","https://openalex.org/W4240691156","https://openalex.org/W4388405515","https://openalex.org/W6778881932","https://openalex.org/W6891657149"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,66],"paper":[1],"introduces":[2],"a":[3,25,32,58,69,95,104],"novel":[4],"direct":[5],"approach":[6],"to":[7,53,102],"system":[8],"identification":[9],"of":[10,37,77,107,110],"dynamic":[11],"networks":[12,22],"with":[13,90],"missing":[14],"data":[15],"based":[16],"on":[17],"maximum":[18,78],"likelihood":[19,79],"estimation.":[20],"Dynamic":[21],"generally":[23],"present":[24],"singular":[26],"probability":[27,71],"density":[28,72],"function,":[29,73],"which":[30],"poses":[31],"challenge":[33],"in":[34,68],"the":[35,44,55,75,108,111],"estimation":[36,80],"their":[38],"parameters.":[39],"By":[40],"leveraging":[41],"knowledge":[42],"about":[43],"network's":[45],"interconnections,":[46],"we":[47,99],"show":[48],"that":[49,87],"it":[50],"is":[51],"possible":[52],"transform":[54],"problem":[56],"into":[57],"more":[59],"tractable":[60],"form":[61],"by":[62],"applying":[63],"linear":[64],"transformations.":[65],"results":[67,85],"nonsingular":[70],"enabling":[74],"application":[76],"techniques.":[81],"Our":[82],"preliminary":[83],"numerical":[84],"suggest":[86],"when":[88],"combined":[89],"global":[91],"optimization":[92],"algorithms":[93],"or":[94],"suitable":[96],"initialization":[97],"strategy,":[98],"are":[100],"able":[101],"obtain":[103],"good":[105],"estimate":[106],"dynamics":[109],"internal":[112],"systems.":[113]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
