{"id":"https://openalex.org/W2587812844","doi":"https://doi.org/10.1109/tcyb.2017.2655511","title":"Compressive-Sensing-Based Structure Identification for Multilayer Networks","display_name":"Compressive-Sensing-Based Structure Identification for Multilayer Networks","publication_year":2017,"publication_date":"2017-02-13","ids":{"openalex":"https://openalex.org/W2587812844","doi":"https://doi.org/10.1109/tcyb.2017.2655511","mag":"2587812844","pmid":"https://pubmed.ncbi.nlm.nih.gov/28207405"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2017.2655511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2017.2655511","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5014616639","display_name":"Guofeng Mei","orcid":"https://orcid.org/0000-0002-0494-5031"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guofeng Mei","raw_affiliation_strings":["School of Mathematics and Statistics, Wuhan University, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Wuhan University, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001956640","display_name":"Xiaoqun Wu","orcid":"https://orcid.org/0000-0001-5065-6460"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqun Wu","raw_affiliation_strings":["Computational Science Hubei Key Laboratory, Wuhan University, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-5065-6460","affiliations":[{"raw_affiliation_string":"Computational Science Hubei Key Laboratory, Wuhan University, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101661131","display_name":"Yingfei Wang","orcid":"https://orcid.org/0000-0002-3634-3617"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingfei Wang","raw_affiliation_strings":["School of Mathematics and Statistics, Wuhan University, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Wuhan University, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103159221","display_name":"Mi Hu","orcid":"https://orcid.org/0000-0001-7496-9269"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mi Hu","raw_affiliation_strings":["School of Mathematical Science, Huaqiao University, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical Science, Huaqiao University, Fujian, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087098274","display_name":"Jun-an Lu","orcid":"https://orcid.org/0000-0001-5109-739X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun-An Lu","raw_affiliation_strings":["School of Mathematics and Statistics, Wuhan University, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Wuhan University, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024633466","display_name":"Guanrong Chen","orcid":"https://orcid.org/0000-0003-1381-7418"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Guanrong Chen","raw_affiliation_strings":["Department of Electronic Engineering, City University of Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-1381-7418","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":15.7306,"has_fulltext":false,"cited_by_count":167,"citation_normalized_percentile":{"value":0.99751586,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"48","issue":"2","first_page":"754","last_page":"764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9969000220298767,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9944999814033508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7007988691329956},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6662960052490234},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.5924038887023926},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.534697949886322},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.5058152675628662},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.47650566697120667},{"id":"https://openalex.org/keywords/biological-network","display_name":"Biological network","score":0.47382792830467224},{"id":"https://openalex.org/keywords/network-structure","display_name":"Network structure","score":0.4736943244934082},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.47230079770088196},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.45273464918136597},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.4339821934700012},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43060302734375},{"id":"https://openalex.org/keywords/uniqueness","display_name":"Uniqueness","score":0.4263134300708771},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39302438497543335},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37744924426078796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2534235715866089},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19510391354560852},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10477885603904724}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7007988691329956},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6662960052490234},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.5924038887023926},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.534697949886322},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.5058152675628662},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.47650566697120667},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.47382792830467224},{"id":"https://openalex.org/C2988224531","wikidata":"https://www.wikidata.org/wiki/Q20830730","display_name":"Network structure","level":2,"score":0.4736943244934082},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.47230079770088196},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.45273464918136597},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.4339821934700012},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43060302734375},{"id":"https://openalex.org/C2777021972","wikidata":"https://www.wikidata.org/wiki/Q22976830","display_name":"Uniqueness","level":2,"score":0.4263134300708771},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39302438497543335},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37744924426078796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2534235715866089},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19510391354560852},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10477885603904724},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2017.2655511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2017.2655511","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:28207405","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28207405","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4533081228","display_name":null,"funder_award_id":"61573262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W58362420","https://openalex.org/W261461018","https://openalex.org/W594570922","https://openalex.org/W1570089119","https://openalex.org/W1627685944","https://openalex.org/W1967901352","https://openalex.org/W1968164782","https://openalex.org/W1970208077","https://openalex.org/W1973872989","https://openalex.org/W1984688056","https://openalex.org/W2033150668","https://openalex.org/W2037521841","https://openalex.org/W2045558609","https://openalex.org/W2049879616","https://openalex.org/W2050766178","https://openalex.org/W2050834445","https://openalex.org/W2055101306","https://openalex.org/W2061293139","https://openalex.org/W2065299852","https://openalex.org/W2084098300","https://openalex.org/W2098331784","https://openalex.org/W2107087586","https://openalex.org/W2112090702","https://openalex.org/W2113584844","https://openalex.org/W2117362627","https://openalex.org/W2121821841","https://openalex.org/W2123583562","https://openalex.org/W2129131372","https://openalex.org/W2137258853","https://openalex.org/W2137988238","https://openalex.org/W2138078830","https://openalex.org/W2143757884","https://openalex.org/W2144885342","https://openalex.org/W2145096794","https://openalex.org/W2148606196","https://openalex.org/W2149310258","https://openalex.org/W2150049940","https://openalex.org/W2164278908","https://openalex.org/W2164727176","https://openalex.org/W2169053946","https://openalex.org/W2248986278","https://openalex.org/W2283907552","https://openalex.org/W2286641263","https://openalex.org/W2291387931","https://openalex.org/W2296616510","https://openalex.org/W2317859329","https://openalex.org/W2412429737","https://openalex.org/W2418562807","https://openalex.org/W2433755661","https://openalex.org/W2470397023","https://openalex.org/W2484820267","https://openalex.org/W2521458040","https://openalex.org/W2524842917","https://openalex.org/W2963686183","https://openalex.org/W3103786587","https://openalex.org/W3105547772","https://openalex.org/W4205390861","https://openalex.org/W4250955649","https://openalex.org/W4292363360","https://openalex.org/W6715237665","https://openalex.org/W6717238823"],"related_works":["https://openalex.org/W2082465502","https://openalex.org/W2070704205","https://openalex.org/W2353485001","https://openalex.org/W1671022432","https://openalex.org/W2029716507","https://openalex.org/W2006369528","https://openalex.org/W2052310361","https://openalex.org/W99634672","https://openalex.org/W2593182287","https://openalex.org/W3102058415"],"abstract_inverted_index":{"The":[0],"coexistence":[1],"of":[2,5,17,21,48,85,102,131,137,142,170],"multiple":[3],"types":[4],"interactions":[6],"within":[7],"social,":[8],"technological,":[9],"and":[10,77,98,123],"biological":[11],"networks":[12],"has":[13],"motivated":[14],"the":[15,18,37,46,68,70,83,92,99,103,129,132,156],"study":[16],"multilayer":[19,52,163],"nature":[20],"real-world":[22,171],"networks.":[23,42],"Meanwhile,":[24],"identifying":[25,82],"network":[26,73],"structures":[27],"from":[28],"dynamical":[29],"observations":[30],"is":[31,55,75,88,95,117,153],"an":[32,56],"essential":[33],"issue":[34],"pervading":[35],"over":[36],"current":[38],"research":[39],"on":[40,120],"complex":[41,172],"This":[43],"paper":[44],"addresses":[45],"problem":[47],"structure":[49,84],"identification":[50,133],"for":[51],"networks,":[53,164],"which":[54],"important":[57],"topic":[58],"but":[59],"involves":[60],"a":[61,78,109,114,138,168],"challenging":[62],"inverse":[63],"problem.":[64],"To":[65],"clearly":[66],"reveal":[67],"formalism,":[69],"simplest":[71],"two-layer":[72],"model":[74],"considered":[76],"new":[79],"approach":[80],"to":[81,162,167],"one":[86],"layer":[87,94,105],"proposed.":[89],"Specifically,":[90],"if":[91],"interested":[93],"sparsely":[96],"connected":[97],"node":[100],"behaviors":[101],"other":[104],"are":[106],"observable":[107],"at":[108],"few":[110],"time":[111],"points,":[112],"then":[113],"theoretical":[115],"framework":[116,157],"established":[118],"based":[119],"compressive":[121],"sensing":[122],"regularization.":[124],"Some":[125],"numerical":[126],"examples":[127],"illustrate":[128],"effectiveness":[130],"scheme,":[134],"its":[135,147],"requirement":[136],"relatively":[139],"small":[140,150],"number":[141],"observations,":[143],"as":[144,146],"well":[145],"robustness":[148],"against":[149],"noise.":[151],"It":[152],"noteworthy":[154],"that":[155],"can":[158],"be":[159],"straightforwardly":[160],"extended":[161],"thus":[165],"applicable":[166],"variety":[169],"systems.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":28},{"year":2020,"cited_by_count":27},{"year":2019,"cited_by_count":26},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":4}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}