{"id":"https://openalex.org/W2478068701","doi":"https://doi.org/10.1109/acc.2016.7526091","title":"Reconstruction of Directed Acyclic Graphs and fundamental limitations","display_name":"Reconstruction of Directed Acyclic Graphs and fundamental limitations","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2478068701","doi":"https://doi.org/10.1109/acc.2016.7526091","mag":"2478068701"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2016.7526091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2016.7526091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 American Control Conference (ACC)","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/A5058663513","display_name":"Donatello Materassi","orcid":"https://orcid.org/0000-0002-4736-8377"},"institutions":[{"id":"https://openalex.org/I2802706902","display_name":"Knoxville College","ror":"https://ror.org/02bxrp522","country_code":"US","type":"education","lineage":["https://openalex.org/I2802706902"]},{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donatello Materassi","raw_affiliation_strings":["University of Tennessee Knoxville, Knoxville, TN, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tennessee Knoxville, Knoxville, TN, US","institution_ids":["https://openalex.org/I2802706902","https://openalex.org/I75027704"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069864205","display_name":"Murti V. Salapaka","orcid":"https://orcid.org/0000-0002-4595-9683"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murti V. Salapaka","raw_affiliation_strings":["University of Minnesota, Minneapolis, MN, US","Dept. of Electrical and Computer Engineering University of Minnesota, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, MN, US","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering University of Minnesota, United States of America","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1741,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64487126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4679","last_page":"4679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9143999814987183,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.8482341766357422},{"id":"https://openalex.org/keywords/directed-graph","display_name":"Directed graph","score":0.6069153547286987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5661447644233704},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.49947619438171387},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.48461732268333435},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.479853093624115},{"id":"https://openalex.org/keywords/random-graph","display_name":"Random graph","score":0.45809656381607056},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4473256766796112},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.4416440725326538},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3982272744178772},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.38366904854774475},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3669731616973877},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.286338746547699}],"concepts":[{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.8482341766357422},{"id":"https://openalex.org/C146380142","wikidata":"https://www.wikidata.org/wiki/Q1137726","display_name":"Directed graph","level":2,"score":0.6069153547286987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5661447644233704},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.49947619438171387},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.48461732268333435},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.479853093624115},{"id":"https://openalex.org/C47458327","wikidata":"https://www.wikidata.org/wiki/Q910404","display_name":"Random graph","level":3,"score":0.45809656381607056},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4473256766796112},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.4416440725326538},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3982272744178772},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.38366904854774475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3669731616973877},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.286338746547699},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2016.7526091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2016.7526091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2146569528","https://openalex.org/W1998712144","https://openalex.org/W4287028074","https://openalex.org/W2106828717","https://openalex.org/W3191289342","https://openalex.org/W4300165677","https://openalex.org/W4297817344","https://openalex.org/W4292730466","https://openalex.org/W2372211403","https://openalex.org/W3164774158"],"abstract_inverted_index":{"The":[0],"concept":[1,78],"of":[2,16,33,70,79,88,95,122],"d-Separation":[3,80],"is":[4,41],"a":[5,21,25,56],"key":[6],"tool":[7],"to":[8,43,55,85,112],"analyze":[9],"stochastic":[10,48,96],"models":[11,46],"defined":[12,92],"by":[13,24,106],"probability":[14],"distributions":[15],"random":[17],"variables":[18],"that":[19,50,76],"admit":[20],"factorization":[22],"described":[23,105],"Directed":[26],"Acyclic":[27],"Graph.":[28],"However,":[29],"in":[30,116],"the":[31,68,77,117,120],"area":[32],"dynamical":[34],"systems,":[35],"and":[36],"especially":[37],"control":[38],"theory,":[39],"it":[40],"common":[42],"find":[44],"network":[45,58],"involving":[47],"processes":[49],"influence":[51],"each":[52],"other":[53],"according":[54],"directed":[57],"where":[59],"feedback":[60],"loops":[61],"may":[62],"be":[63,83,125],"present":[64],"as":[65],"well.":[66],"For":[67],"case":[69],"networks":[71,119],"with":[72],"loops,":[73],"we":[74],"show":[75],"can":[81,124],"still":[82],"applied":[84],"infer":[86],"properties":[87],"least":[89,99],"square":[90],"estimators":[91],"on":[93],"subsets":[94],"processes,":[97],"at":[98],"if":[100],"their":[101],"mutual":[102],"influences":[103],"are":[104],"linear":[107],"operators.":[108],"This":[109],"result":[110],"helps":[111],"determine":[113],"fundamental":[114],"limitations":[115],"classes":[118],"structure":[121],"which":[123],"correctly":[126],"identified.":[127]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}