{"id":"https://openalex.org/W4391020199","doi":"https://doi.org/10.1109/cdc49753.2023.10383851","title":"Connecting graphical notions of separation and statistical notions of independence for topology reconstruction","display_name":"Connecting graphical notions of separation and statistical notions of independence for topology reconstruction","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391020199","doi":"https://doi.org/10.1109/cdc49753.2023.10383851"},"language":"en","primary_location":{"id":"doi:10.1109/cdc49753.2023.10383851","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cdc49753.2023.10383851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 62nd IEEE Conference on Decision and Control (CDC)","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/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":true,"raw_author_name":"Donatello Materassi","raw_affiliation_strings":["University of Minnesota,Department of Electrical Engineering and Computer Engineering","Department of Electrical Engineering and Computer Engineering, University of Minnesota"],"affiliations":[{"raw_affiliation_string":"University of Minnesota,Department of Electrical Engineering and Computer Engineering","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Engineering, University of Minnesota","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5058663513"],"corresponding_institution_ids":["https://openalex.org/I130238516"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33852754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"437","last_page":"442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9980999827384949,"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":0.9980999827384949,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9904000163078308,"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"}},{"id":"https://openalex.org/T12643","display_name":"Sustainability and Ecological Systems Analysis","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.7321075201034546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.681406557559967},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5702560544013977},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.5615524649620056},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5604370832443237},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.555147647857666},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5064462423324585},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.49961161613464355},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4816540777683258},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4280543327331543},{"id":"https://openalex.org/keywords/separation-of-concerns","display_name":"Separation of concerns","score":0.42596036195755005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32003799080848694},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22860726714134216}],"concepts":[{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.7321075201034546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.681406557559967},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5702560544013977},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.5615524649620056},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5604370832443237},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.555147647857666},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5064462423324585},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.49961161613464355},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4816540777683258},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4280543327331543},{"id":"https://openalex.org/C76214141","wikidata":"https://www.wikidata.org/wiki/Q2465506","display_name":"Separation of concerns","level":3,"score":0.42596036195755005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32003799080848694},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22860726714134216},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc49753.2023.10383851","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cdc49753.2023.10383851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 62nd IEEE Conference on Decision and Control (CDC)","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":30,"referenced_works":["https://openalex.org/W1510355813","https://openalex.org/W1978282180","https://openalex.org/W1981502496","https://openalex.org/W2001667451","https://openalex.org/W2010307518","https://openalex.org/W2024650319","https://openalex.org/W2042754429","https://openalex.org/W2055509010","https://openalex.org/W2107861998","https://openalex.org/W2115360427","https://openalex.org/W2133280087","https://openalex.org/W2150926065","https://openalex.org/W2159080219","https://openalex.org/W2166499263","https://openalex.org/W2168614460","https://openalex.org/W2170941280","https://openalex.org/W2255002787","https://openalex.org/W2325996734","https://openalex.org/W2491250934","https://openalex.org/W2584900902","https://openalex.org/W2764031600","https://openalex.org/W2963815167","https://openalex.org/W2996558664","https://openalex.org/W3018694382","https://openalex.org/W3138143383","https://openalex.org/W3216368256","https://openalex.org/W4226301255","https://openalex.org/W4247530850","https://openalex.org/W4299927410","https://openalex.org/W4302423442"],"related_works":["https://openalex.org/W2109986081","https://openalex.org/W4297589944","https://openalex.org/W3125750421","https://openalex.org/W2417308975","https://openalex.org/W2086397253","https://openalex.org/W2964129930","https://openalex.org/W4368755698","https://openalex.org/W2133122801","https://openalex.org/W4285040766","https://openalex.org/W4388627352"],"abstract_inverted_index":{"Over":[0],"the":[1,17,56,62,68,74,80,86,106],"last":[2],"decade,":[3],"there":[4],"has":[5],"been":[6],"a":[7,21,29,66,94,98,111],"significant":[8],"increase":[9],"in":[10,79],"interest":[11],"for":[12,39],"techniques":[13,46],"that":[14],"can":[15],"infer":[16],"connectivity":[18],"structure":[19],"of":[20,23,32,76,85,101,105,114],"network":[22,33,63],"dynamic":[24],"systems.":[25],"This":[26],"article":[27,87],"examines":[28],"flexible":[30],"class":[31],"systems":[34],"and":[35],"reviews":[36],"various":[37],"methods":[38],"reconstructing":[40],"their":[41],"underlying":[42,107],"graph.":[43],"However,":[44],"these":[45,91],"typically":[47],"only":[48],"guarantee":[49],"consistent":[50],"reconstruction":[51],"if":[52],"additional":[53],"assumptions":[54],"on":[55],"model":[57],"are":[58],"made,":[59],"such":[60],"as":[61],"topology":[64],"being":[65,70],"tree,":[67],"dynamics":[69],"strictly":[71],"causal,":[72],"or":[73],"absence":[75],"directed":[77],"loops":[78],"network.":[81],"The":[82],"central":[83],"theme":[84],"is":[88],"to":[89,110],"reinterpret":[90],"methodologies":[92],"under":[93],"unified":[95],"framework":[96],"where":[97],"graphical":[99],"notion":[100,113],"separation":[102,115],"between":[103],"nodes":[104],"graph":[108],"corresponds":[109],"probabilistic":[112],"among":[116],"associated":[117],"stochastic":[118],"processes.":[119]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}