{"id":"https://openalex.org/W4315489119","doi":"https://doi.org/10.1109/cdc51059.2022.9993290","title":"Score-and-search methods for the recovery of structure in networks of dynamic systems","display_name":"Score-and-search methods for the recovery of structure in networks of dynamic systems","publication_year":2022,"publication_date":"2022-12-06","ids":{"openalex":"https://openalex.org/W4315489119","doi":"https://doi.org/10.1109/cdc51059.2022.9993290"},"language":"en","primary_location":{"id":"doi:10.1109/cdc51059.2022.9993290","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cdc51059.2022.9993290","pdf_url":null,"source":{"id":"https://openalex.org/S4363607710","display_name":"2022 IEEE 61st Conference on Decision and Control (CDC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 61st 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/A5084919951","display_name":"Darya Biparva","orcid":"https://orcid.org/0009-0005-8978-9478"},"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":"Darya Biparva","raw_affiliation_strings":["University of Minnesota,Department of Electrical and Computer Engineering,Minneapolis,MN,55414"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Minnesota,Department of Electrical and Computer Engineering,Minneapolis,MN,55414","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","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":false,"raw_author_name":"Donatello Materassi","raw_affiliation_strings":["University of Minnesota,Department of Electrical and Computer Engineering,Minneapolis,MN,55414"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Minnesota,Department of Electrical and Computer Engineering,Minneapolis,MN,55414","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"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":0.20884235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1007","last_page":"1012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.995199978351593,"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/T13283","display_name":"Mental Health Research Topics","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6858448386192322},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6599751114845276},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.613261878490448},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.611052930355072},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.5197791457176208},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5072934031486511},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.49160581827163696},{"id":"https://openalex.org/keywords/network-structure","display_name":"Network structure","score":0.4907001256942749},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3800673186779022},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34694093465805054},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33002403378486633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3034668564796448},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2506701648235321}],"concepts":[{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6858448386192322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6599751114845276},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.613261878490448},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.611052930355072},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.5197791457176208},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5072934031486511},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.49160581827163696},{"id":"https://openalex.org/C2988224531","wikidata":"https://www.wikidata.org/wiki/Q20830730","display_name":"Network structure","level":2,"score":0.4907001256942749},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3800673186779022},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34694093465805054},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33002403378486633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3034668564796448},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2506701648235321},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc51059.2022.9993290","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cdc51059.2022.9993290","pdf_url":null,"source":{"id":"https://openalex.org/S4363607710","display_name":"2022 IEEE 61st Conference on Decision and Control (CDC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 61st Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1511986666","https://openalex.org/W1524313545","https://openalex.org/W1568555062","https://openalex.org/W1568586930","https://openalex.org/W1978282180","https://openalex.org/W2001667451","https://openalex.org/W2011263800","https://openalex.org/W2069443184","https://openalex.org/W2071312622","https://openalex.org/W2107861998","https://openalex.org/W2127215672","https://openalex.org/W2147071755","https://openalex.org/W2168175751","https://openalex.org/W2168192898","https://openalex.org/W2168614460","https://openalex.org/W2171853113","https://openalex.org/W2604238334","https://openalex.org/W2944347790","https://openalex.org/W2948579453","https://openalex.org/W2968021678","https://openalex.org/W2996558664","https://openalex.org/W3018694382","https://openalex.org/W4226301255","https://openalex.org/W4287333300","https://openalex.org/W6632282560","https://openalex.org/W6634071051","https://openalex.org/W6682042226","https://openalex.org/W6764014844"],"related_works":["https://openalex.org/W1603736412","https://openalex.org/W4304185162","https://openalex.org/W2061685118","https://openalex.org/W3006282800","https://openalex.org/W2462100143","https://openalex.org/W1770503332","https://openalex.org/W3125207769","https://openalex.org/W2577825108","https://openalex.org/W2582753012","https://openalex.org/W1517908938"],"abstract_inverted_index":{"A":[0,20],"relevant":[1],"problem":[2],"in":[3,57,70],"many":[4],"areas":[5],"of":[6,13,23,33,45,84,111,125,162],"science":[7],"is":[8,28,81,92,135,147,154],"to":[9,37,49,65,138,156,174],"determine":[10],"the":[11,31,34,38,42,46,58,66,73,82,86,123,130,142,148,158],"structure":[12,40,134,146],"a":[14,108,139,152,176],"network":[15,25,36],"by":[16],"observing":[17],"its":[18],"nodes.":[19],"desirable":[21],"property":[22],"any":[24],"reconstruction":[26,126],"techniques":[27,127],"consistency,":[29],"namely":[30],"convergence":[32],"reconstructed":[35],"actual":[39,149],"when":[41,52],"time":[43],"horizon":[44],"observations":[47],"goes":[48],"infinity.":[50],"Unfortunately,":[51],"feedthrough":[53],"components":[54],"are":[55,96],"present":[56],"network,":[59],"multiple":[60],"structures":[61,88],"could":[62],"give":[63],"rise":[64],"same":[67,159],"observations.":[68],"Hence,":[69],"these":[71,104],"situations,":[72],"best":[74],"theoretical":[75,101],"result":[76],"that":[77,144],"can":[78],"be":[79],"achieved":[80],"determination":[83],"all":[85],"possible":[87],"compatible":[89],"with":[90],"what":[91],"being":[93],"observed.":[94],"There":[95],"some":[97],"results":[98],"offering":[99],"such":[100,145],"guarantees,":[102],"but":[103],"methods":[105,164],"rely":[106],"on":[107,166],"large":[109],"number":[110],"statistical":[112,167],"tests":[113],"making":[114],"their":[115],"sample":[116,178],"complexity":[117],"relatively":[118],"large.":[119],"This":[120],"article":[121],"proposes":[122],"adoption":[124],"where,":[128],"given":[129],"observed":[131],"data,":[132],"each":[133],"evaluated":[136],"according":[137],"score":[140],"representing":[141],"likelihood":[143],"one.":[150],"Such":[151],"technique":[153],"proven":[155],"have":[157,175],"consistency":[160],"properties":[161],"state-of-the-art":[163],"based":[165],"tests,":[168],"while":[169],"numerical":[170],"experiments":[171],"show":[172],"it":[173],"lower":[177],"complexity.":[179]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
