{"id":"https://openalex.org/W2969834664","doi":"https://doi.org/10.1109/tcyb.2020.3013251","title":"Predicting Network Controllability Robustness: A Convolutional Neural Network Approach","display_name":"Predicting Network Controllability Robustness: A Convolutional Neural Network Approach","publication_year":2020,"publication_date":"2020-09-09","ids":{"openalex":"https://openalex.org/W2969834664","doi":"https://doi.org/10.1109/tcyb.2020.3013251","mag":"2969834664","pmid":"https://pubmed.ncbi.nlm.nih.gov/32903192"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2020.3013251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3013251","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":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1908.09471","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074413224","display_name":"Yang Lou","orcid":"https://orcid.org/0000-0002-8839-8898"},"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":"Yang Lou","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-8839-8898","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070967675","display_name":"Yaodong He","orcid":"https://orcid.org/0000-0002-2364-746X"},"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":"Yaodong He","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-2364-746X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100703488","display_name":"Lin Wang","orcid":"https://orcid.org/0000-0002-8374-8473"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Wang","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China","Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8374-8473","affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"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 Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-1381-7418","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.3454,"has_fulltext":false,"cited_by_count":82,"citation_normalized_percentile":{"value":0.96410991,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"52","issue":"5","first_page":"4052","last_page":"4063"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9661999940872192,"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"}},"topics":[{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9661999940872192,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9659000039100647,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9577000141143799,"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/controllability","display_name":"Controllability","score":0.9383211135864258},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8783068060874939},{"id":"https://openalex.org/keywords/network-controllability","display_name":"Network controllability","score":0.6296614408493042},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6250241994857788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6247356534004211},{"id":"https://openalex.org/keywords/adjacency-matrix","display_name":"Adjacency matrix","score":0.46780896186828613},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4408227801322937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3664398193359375},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3242339491844177},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2647957503795624},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.16480830311775208},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09296217560768127},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.08285602927207947},{"id":"https://openalex.org/keywords/betweenness-centrality","display_name":"Betweenness centrality","score":0.06918272376060486}],"concepts":[{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.9383211135864258},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8783068060874939},{"id":"https://openalex.org/C41982775","wikidata":"https://www.wikidata.org/wiki/Q7000977","display_name":"Network controllability","level":4,"score":0.6296614408493042},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6250241994857788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6247356534004211},{"id":"https://openalex.org/C180356752","wikidata":"https://www.wikidata.org/wiki/Q727035","display_name":"Adjacency matrix","level":3,"score":0.46780896186828613},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4408227801322937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3664398193359375},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3242339491844177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2647957503795624},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.16480830311775208},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09296217560768127},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.08285602927207947},{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.06918272376060486},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"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/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","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/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2020.3013251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3013251","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:32903192","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32903192","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},{"id":"pmh:oai:arXiv.org:1908.09471","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.09471","pdf_url":"https://arxiv.org/pdf/1908.09471","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1908.09471","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.09471","pdf_url":"https://arxiv.org/pdf/1908.09471","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G1245535408","display_name":null,"funder_award_id":"17ZR1445200","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G7086876771","display_name":null,"funder_award_id":"61873167","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"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":76,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1607307044","https://openalex.org/W1614298861","https://openalex.org/W1686810756","https://openalex.org/W1703720018","https://openalex.org/W1875112053","https://openalex.org/W1877916171","https://openalex.org/W1901129140","https://openalex.org/W1928419358","https://openalex.org/W1934410531","https://openalex.org/W1967385589","https://openalex.org/W1968164782","https://openalex.org/W1978430385","https://openalex.org/W1982821381","https://openalex.org/W1989400610","https://openalex.org/W1995562189","https://openalex.org/W1998235765","https://openalex.org/W2015363435","https://openalex.org/W2016053056","https://openalex.org/W2054525149","https://openalex.org/W2062215476","https://openalex.org/W2071121304","https://openalex.org/W2076063813","https://openalex.org/W2080844985","https://openalex.org/W2101420429","https://openalex.org/W2104488364","https://openalex.org/W2106308430","https://openalex.org/W2106569518","https://openalex.org/W2146162554","https://openalex.org/W2155273149","https://openalex.org/W2156387975","https://openalex.org/W2161980199","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2170240176","https://openalex.org/W2170766502","https://openalex.org/W2211192759","https://openalex.org/W2265846598","https://openalex.org/W2291880741","https://openalex.org/W2291961022","https://openalex.org/W2295122634","https://openalex.org/W2308045930","https://openalex.org/W2322089510","https://openalex.org/W2522199795","https://openalex.org/W2573873867","https://openalex.org/W2627010291","https://openalex.org/W2738760914","https://openalex.org/W2766650025","https://openalex.org/W2767544505","https://openalex.org/W2770782737","https://openalex.org/W2782828920","https://openalex.org/W2927561076","https://openalex.org/W2946739956","https://openalex.org/W2950577311","https://openalex.org/W2963012544","https://openalex.org/W2963234936","https://openalex.org/W2964121744","https://openalex.org/W2964145825","https://openalex.org/W2966299151","https://openalex.org/W3000745556","https://openalex.org/W3100487790","https://openalex.org/W3100679758","https://openalex.org/W3104043334","https://openalex.org/W4237078129","https://openalex.org/W4238452917","https://openalex.org/W4242930685","https://openalex.org/W4245509354","https://openalex.org/W6636382570","https://openalex.org/W6639824700","https://openalex.org/W6682889407","https://openalex.org/W6684191040","https://openalex.org/W6685053522","https://openalex.org/W6693505360","https://openalex.org/W6696852441","https://openalex.org/W6713582119","https://openalex.org/W6772374054"],"related_works":["https://openalex.org/W2594902070","https://openalex.org/W2508095019","https://openalex.org/W1982821381","https://openalex.org/W2895969319","https://openalex.org/W2765453580","https://openalex.org/W3013256330","https://openalex.org/W2229005201","https://openalex.org/W2560597738","https://openalex.org/W1972577981","https://openalex.org/W2756083531"],"abstract_inverted_index":{"Network":[0],"controllability":[1,26,42,59,72,89,100,120,151,208,235],"measures":[2],"how":[3,19],"well":[4,20],"a":[5,12,81,94,115,127,154,162,168,189,203],"networked":[6],"system":[7,22],"can":[8,23,164],"be":[9,165],"controlled":[10],"to":[11,53,56,117,201,211],"target":[13],"state,":[14],"and":[15,149,171,243],"its":[16],"robustness":[17,101,121,152,209,236],"reflects":[18],"the":[21,25,46,58,61,70,75,87,91,99,119,136,146,150,158,173,186,207,212,230],"maintain":[24],"against":[27],"malicious":[28],"attacks":[29],"by":[30,45,80,104,135,197],"means":[31],"of":[32,40,48,63,69,83,90,96,153,161,193,237],"node":[33],"removals":[34],"or":[35,55],"edge":[36],"removals.":[37],"The":[38,67],"measure":[39,68],"network":[41,71,92,130,163,239],"is":[43,78,102,108,132,141,241],"quantified":[44,79],"number":[47,192],"external":[49],"control":[50],"inputs":[51],"needed":[52],"recover":[54],"retain":[57],"after":[60,93],"occurrence":[62],"an":[64],"unexpected":[65],"attack.":[66],"robustness,":[73],"on":[74,123],"other":[76],"hand,":[77],"sequence":[82,95],"values":[84],"that":[85,229],"record":[86],"remaining":[88],"attacks.":[97],"Traditionally,":[98],"determined":[103],"attack":[105,219],"simulations,":[106],"which":[107,227],"computationally":[109],"time":[110],"consuming.":[111],"In":[112],"this":[113],"article,":[114],"method":[116],"predict":[118],"based":[122],"machine":[124],"learning":[125],"using":[126],"convolutional":[128],"neural":[129],"(CNN)":[131],"proposed,":[133],"motivated":[134],"observations":[137],"that:":[138],"1)":[139],"there":[140],"no":[142],"clear":[143],"correlation":[144],"between":[145],"topological":[147],"features":[148],"general":[155],"network;":[156],"2)":[157],"adjacency":[159],"matrix":[160],"regarded":[166],"as":[167],"grayscale":[169],"image;":[170],"3)":[172],"CNN":[174,204],"technique":[175],"has":[176],"proved":[177],"successful":[178],"in":[179],"image":[180],"processing":[181],"without":[182,216],"human":[183],"intervention.":[184],"Under":[185],"new":[187],"framework,":[188],"fairly":[190],"large":[191],"training":[194],"data":[195],"generated":[196],"simulations":[198],"are":[199],"used":[200],"train":[202],"for":[205,233],"predicting":[206,234],"according":[210],"input":[213],"network-adjacency":[214],"matrices,":[215],"performing":[217],"conventional":[218],"simulations.":[220],"Extensive":[221],"experimental":[222],"studies":[223],"were":[224],"carried":[225],"out,":[226],"demonstrate":[228],"proposed":[231],"framework":[232],"different":[238],"configurations":[240],"accurate":[242],"reliable":[244],"with":[245],"very":[246],"low":[247],"overheads.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
