{"id":"https://openalex.org/W3096641438","doi":"https://doi.org/10.1109/tcyb.2020.3027642","title":"Online Reconstruction of Complex Networks From Streaming Data","display_name":"Online Reconstruction of Complex Networks From Streaming Data","publication_year":2020,"publication_date":"2020-11-04","ids":{"openalex":"https://openalex.org/W3096641438","doi":"https://doi.org/10.1109/tcyb.2020.3027642","mag":"3096641438","pmid":"https://pubmed.ncbi.nlm.nih.gov/33147156"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2020.3027642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3027642","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/A5037706636","display_name":"Kai Wu","orcid":"https://orcid.org/0000-0002-1852-6364"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wu","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-1852-6364","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072446757","display_name":"Xingxing Hao","orcid":"https://orcid.org/0000-0002-3590-2392"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xingxing Hao","raw_affiliation_strings":["School of Information Science and Technology, Northwestern University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-3590-2392","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Northwestern University, Xi&#x2019;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375038","display_name":"Jing Liu","orcid":"https://orcid.org/0000-0002-6834-5350"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liu","raw_affiliation_strings":["Guangzhou Institute of Technology, Xidian University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6834-5350","affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Technology, Xidian University, Guangzhou, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101645402","display_name":"Penghui Liu","orcid":"https://orcid.org/0000-0003-4928-6874"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Penghui Liu","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-4928-6874","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011477215","display_name":"Fang Shen","orcid":"https://orcid.org/0000-0002-1988-9714"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Shen","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-1988-9714","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5363,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.81623841,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"52","issue":"6","first_page":"5136","last_page":"5147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.970300018787384,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.965499997138977,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7834846377372742},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.6117487549781799},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5010426044464111},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.49759653210639954},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45893120765686035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4385315775871277},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.4344981014728546},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.416978657245636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3739026188850403},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3466838598251343},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1836576759815216},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08024865388870239}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7834846377372742},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.6117487549781799},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5010426044464111},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.49759653210639954},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45893120765686035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4385315775871277},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.4344981014728546},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.416978657245636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3739026188850403},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3466838598251343},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1836576759815216},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08024865388870239},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2020.3027642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3027642","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:33147156","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33147156","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":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1840888965","display_name":null,"funder_award_id":"61773300","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5174484221","display_name":null,"funder_award_id":"2018AAA0101302","funder_id":"https://openalex.org/F4320321540","funder_display_name":"Ministry of Science and Technology of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321540","display_name":"Ministry of Science and Technology of the People's Republic of China","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1967140769","https://openalex.org/W1967531011","https://openalex.org/W1974430480","https://openalex.org/W1978567114","https://openalex.org/W1992195122","https://openalex.org/W1997339397","https://openalex.org/W2015953751","https://openalex.org/W2024845611","https://openalex.org/W2025490132","https://openalex.org/W2033150668","https://openalex.org/W2036473294","https://openalex.org/W2056201402","https://openalex.org/W2074694452","https://openalex.org/W2078204800","https://openalex.org/W2094234423","https://openalex.org/W2096678291","https://openalex.org/W2098012923","https://openalex.org/W2100556411","https://openalex.org/W2108982210","https://openalex.org/W2109553965","https://openalex.org/W2129131372","https://openalex.org/W2129638195","https://openalex.org/W2135046866","https://openalex.org/W2137258853","https://openalex.org/W2145096794","https://openalex.org/W2164278908","https://openalex.org/W2164452299","https://openalex.org/W2164727176","https://openalex.org/W2170962119","https://openalex.org/W2171534739","https://openalex.org/W2287231344","https://openalex.org/W2475109240","https://openalex.org/W2478154994","https://openalex.org/W2520865593","https://openalex.org/W2550758478","https://openalex.org/W2587812844","https://openalex.org/W2593294478","https://openalex.org/W2604055362","https://openalex.org/W2605715020","https://openalex.org/W2616230617","https://openalex.org/W2619205511","https://openalex.org/W2749453371","https://openalex.org/W2791154213","https://openalex.org/W2804783771","https://openalex.org/W2805046565","https://openalex.org/W2892254062","https://openalex.org/W2900577216","https://openalex.org/W2900917743","https://openalex.org/W2920714358","https://openalex.org/W2946528590","https://openalex.org/W2963184054","https://openalex.org/W2972714212","https://openalex.org/W2979258406","https://openalex.org/W2980088075","https://openalex.org/W3004318991","https://openalex.org/W3008827533","https://openalex.org/W3012119504","https://openalex.org/W3017285694","https://openalex.org/W3022380717","https://openalex.org/W3101413764","https://openalex.org/W3101784999","https://openalex.org/W4245314356","https://openalex.org/W4250955649","https://openalex.org/W4253383968","https://openalex.org/W6638443938"],"related_works":["https://openalex.org/W4384518057","https://openalex.org/W2463678424","https://openalex.org/W2998631301","https://openalex.org/W2035028906","https://openalex.org/W2011948643","https://openalex.org/W2395847801","https://openalex.org/W2046390638","https://openalex.org/W4205157556","https://openalex.org/W4236415300","https://openalex.org/W2161823081"],"abstract_inverted_index":{"The":[0,111,128],"problem":[1,36,86,138],"of":[2,44,60,67,77,113,139],"reconstructing":[3],"nonlinear":[4],"and":[5,25,37,62,91,124],"complex":[6,68,103],"dynamical":[7],"systems":[8],"from":[9,50],"available":[10],"data":[11],"or":[12,65,151],"time":[13],"series":[14],"is":[15,40,115],"prominent":[16],"in":[17],"many":[18],"fields,":[19],"including":[20],"engineering,":[21],"physical,":[22],"computer,":[23],"biological,":[24],"social":[26],"sciences.":[27],"Many":[28],"methods":[29],"have":[30],"been":[31],"proposed":[32],"to":[33,57,73,88,99,107],"address":[34,100],"this":[35,71],"their":[38],"performance":[39,112],"satisfactory.":[41],"However,":[42],"none":[43],"them":[45],"can":[46,134],"reconstruct":[47],"network":[48,84,121,141,155],"structure":[49],"large-scale":[51,144],"real-time":[52,61,145],"streaming":[53,146],"data,":[54],"which":[55],"leads":[56],"the":[58,75,83,101,137],"failure":[59],"online":[63,89,102,140],"analysis":[64],"control":[66],"systems.":[69],"In":[70],"article,":[72],"overcome":[74],"limitations":[76],"current":[78],"methods,":[79],"we":[80,105],"first":[81],"extend":[82],"reconstruction":[85,122,142,156],"(NRP)":[87],"settings,":[90],"then":[92],"develop":[93],"a":[94],"follow-the-regularized-leader":[95],"(FTRL)-Proximal":[96],"style":[97],"method":[98],"NRP;":[104],"refer":[106],"it":[108],"as":[109],"Online-NR.":[110],"Online-NR":[114,133,149],"validated":[116],"on":[117],"synthetic":[118],"evolutionary":[119],"game":[120],"datasets":[123],"eight":[125],"real-world":[126],"networks.":[127],"experimental":[129],"results":[130],"demonstrate":[131],"that":[132],"effectively":[135],"solve":[136],"with":[143],"data.":[147],"Moreover,":[148],"outperforms":[150],"matches":[152],"nine":[153],"state-of-the-art":[154],"methods.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
