{"id":"https://openalex.org/W4391547709","doi":"https://doi.org/10.1109/jiot.2024.3362587","title":"Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting","display_name":"Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting","publication_year":2024,"publication_date":"2024-02-05","ids":{"openalex":"https://openalex.org/W4391547709","doi":"https://doi.org/10.1109/jiot.2024.3362587"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3362587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3362587","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2402.01546","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100650289","display_name":"Yi Dong","orcid":"https://orcid.org/0000-0003-3047-7777"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yi Dong","raw_affiliation_strings":["Department of Computer Science, University of Liverpool, Liverpool, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool, Liverpool, U.K","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102903533","display_name":"Yingjie Wang","orcid":"https://orcid.org/0000-0002-5507-9604"},"institutions":[{"id":"https://openalex.org/I89206478","display_name":"Engie (Belgium)","ror":"https://ror.org/00c97z041","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210124897","https://openalex.org/I89206478"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Yingjie Wang","raw_affiliation_strings":["Department of Electrical Engineering (ESAT), Electa, KU Leuven, Leuven, Belgium","Department of Electrical Engineering (ESAT), Electa, KU Leuven and EnergyVille, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), Electa, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), Electa, KU Leuven and EnergyVille, Belgium","institution_ids":["https://openalex.org/I89206478","https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048118512","display_name":"Mariana Gama","orcid":"https://orcid.org/0000-0002-2759-043X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Mariana Gama","raw_affiliation_strings":["Department of Electrical Engineering (ESAT), COSIC, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), COSIC, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074423181","display_name":"Mustafa Mustafa","orcid":"https://orcid.org/0000-0002-8772-8023"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","GB"],"is_corresponding":false,"raw_author_name":"Mustafa A. Mustafa","raw_affiliation_strings":["Department of Electrical Engineering (ESAT), COSIC, KU Leuven, Leuven, Belgium","Department of Computer Science, The University of Manchester, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), COSIC, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Computer Science, The University of Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024462942","display_name":"Geert Deconinck","orcid":"https://orcid.org/0000-0002-2225-3987"},"institutions":[{"id":"https://openalex.org/I89206478","display_name":"Engie (Belgium)","ror":"https://ror.org/00c97z041","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210124897","https://openalex.org/I89206478"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Geert Deconinck","raw_affiliation_strings":["Department of Electrical Engineering (ESAT), Electa, KU Leuven, Leuven, Belgium","Department of Electrical Engineering (ESAT), Electa, KU Leuven and EnergyVille, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), Electa, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Electrical Engineering (ESAT), Electa, KU Leuven and EnergyVille, Belgium","institution_ids":["https://openalex.org/I89206478","https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020085889","display_name":"Xiaowei Huang","orcid":"https://orcid.org/0000-0001-6267-0366"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xiaowei Huang","raw_affiliation_strings":["Department of Computer Science, University of Liverpool, Liverpool, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool, Liverpool, U.K","institution_ids":["https://openalex.org/I146655781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100650289"],"corresponding_institution_ids":["https://openalex.org/I146655781"],"apc_list":null,"apc_paid":null,"fwci":3.3808,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.92799202,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"9","first_page":"16817","last_page":"16828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9934999942779541,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9934999942779541,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9843000173568726,"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/computer-science","display_name":"Computer science","score":0.8125545978546143},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6750532984733582},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33512452244758606},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3288594186306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8125545978546143},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6750532984733582},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33512452244758606},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3288594186306},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/jiot.2024.3362587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3362587","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2402.01546","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.01546","pdf_url":"https://arxiv.org/pdf/2402.01546","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"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/736733","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/736733","pdf_url":"https://lirias.kuleuven.be/retrieve/218b7df9-e70b-4438-bf94-f91af76b7bec","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ieee Internet Of Things Journal, vol. 11 (9), (16817-16828)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/05998f57-52ea-499c-9f93-60edcfb4fb67","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/05998f57-52ea-499c-9f93-60edcfb4fb67","pdf_url":"https://pure.manchester.ac.uk/ws/files/337437291/2402.01546v1.pdf","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dong, Y, Wang, Y, Gama, M, Mustafa, M, Deconinck, G & Huang, X 2024, 'Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting', IEEE Internet of Things Journal , vol. 11, no. 9, pp. 16817 - 16828. https://doi.org/10.1109/JIOT.2024.3362587","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2402.01546","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.01546","pdf_url":"https://arxiv.org/pdf/2402.01546","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":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G1364539167","display_name":"FOUNDATIONS FOR CONTINUOUS ENGINEERING OF TRUSTWORTHY AUTONOMY","funder_award_id":"956123","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2856700292","display_name":null,"funder_award_id":"S007619","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G4989080389","display_name":null,"funder_award_id":"S007619N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G5080451147","display_name":null,"funder_award_id":"956123","funder_id":"https://openalex.org/F4320338448","funder_display_name":"HORIZON EUROPE European Innovation Council"},{"id":"https://openalex.org/G535454140","display_name":null,"funder_award_id":"10046257","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G5388806002","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6661291015","display_name":"EnnCore: End-to-End Conceptual Guarding of Neural Architectures","funder_award_id":"EP/T026995/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8452545418","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G849311619","display_name":null,"funder_award_id":"EP/T026995/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320338448","display_name":"HORIZON EUROPE European Innovation Council","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391547709.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1630241696","https://openalex.org/W2044212084","https://openalex.org/W2063246495","https://openalex.org/W2095455835","https://openalex.org/W2103154003","https://openalex.org/W2148087609","https://openalex.org/W2151767444","https://openalex.org/W2342107842","https://openalex.org/W2595897327","https://openalex.org/W2599754303","https://openalex.org/W2754252319","https://openalex.org/W2765383110","https://openalex.org/W2767079719","https://openalex.org/W2811183536","https://openalex.org/W2888477829","https://openalex.org/W2889151444","https://openalex.org/W2892263973","https://openalex.org/W2923887797","https://openalex.org/W2949842782","https://openalex.org/W2962763344","https://openalex.org/W2970408908","https://openalex.org/W2970606380","https://openalex.org/W3007548213","https://openalex.org/W3013310637","https://openalex.org/W3021654819","https://openalex.org/W3087391814","https://openalex.org/W3096328345","https://openalex.org/W3133814152","https://openalex.org/W3138597937","https://openalex.org/W3153914948","https://openalex.org/W3170786000","https://openalex.org/W3176181793","https://openalex.org/W3178386862","https://openalex.org/W3179327475","https://openalex.org/W3201747364","https://openalex.org/W3201824817","https://openalex.org/W3201919447","https://openalex.org/W3211338353","https://openalex.org/W3211972736","https://openalex.org/W3213827288","https://openalex.org/W3214919557","https://openalex.org/W4252337780","https://openalex.org/W4296198142","https://openalex.org/W4304118900","https://openalex.org/W4310174140","https://openalex.org/W4312533978","https://openalex.org/W4385270023","https://openalex.org/W6677106874","https://openalex.org/W6683272254","https://openalex.org/W6739088070","https://openalex.org/W6748632073","https://openalex.org/W6770634426","https://openalex.org/W6774195376"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"the":[1,6,23,29,59,101,107,112,120,154,174,188,213],"realm":[2],"of":[3,9,32,61,103,109,114,156,190,215],"power":[4,183],"systems,":[5],"increasing":[7],"involvement":[8],"residential":[10,33],"users":[11],"in":[12,133],"load":[13,24,185,217],"forecasting":[14,218],"applications":[15],"has":[16,47],"heightened":[17],"concerns":[18],"about":[19],"data":[20,25,186],"privacy.":[21],"Specifically,":[22],"can":[26],"inadvertently":[27],"reveal":[28],"daily":[30],"routines":[31],"users,":[34],"thereby":[35,124,211],"posing":[36],"a":[37,89,148],"risk":[38,102],"to":[39,50,70,99,207],"their":[40],"property":[41],"security.":[42],"While":[43],"federated":[44],"learning":[45],"(FL)":[46],"been":[48],"employed":[49],"safeguard":[51],"user":[52],"privacy":[53],"by":[54],"enabling":[55],"model":[56],"training":[57,152],"without":[58],"exchange":[60],"raw":[62],"data,":[63],"these":[64,144],"FL":[65,209],"models":[66],"have":[67],"shown":[68],"vulnerabilities":[69],"emerging":[71],"attack":[72],"techniques,":[73],"such":[74],"as":[75,177],"Deep":[76],"Leakage":[77],"from":[78],"Gradients":[79],"and":[80,128],"poisoning":[81,175],"attacks.":[82],"To":[83,142],"counteract":[84],"these,":[85],"we":[86,146],"initially":[87],"employ":[88],"Secure-Aggregation":[90],"(SecAgg)":[91],"algorithm":[92],"that":[93],"leverages":[94],"multiparty":[95,121],"computation":[96,122],"cryptographic":[97],"techniques":[98],"mitigate":[100],"gradient":[104],"leakage.":[105],"However,":[106],"introduction":[108],"SecAgg":[110],"necessitates":[111],"deployment":[113],"additional":[115],"sub-center":[116],"servers":[117],"for":[118],"executing":[119],"protocol,":[123],"escalating":[125],"computational":[126],"complexity":[127,200],"reducing":[129],"system":[130,184],"robustness,":[131],"especially":[132],"scenarios":[134],"where":[135],"one":[136],"or":[137],"more":[138],"sub-centers":[139],"are":[140],"unavailable.":[141],"address":[143],"challenges,":[145],"introduce":[147],"Markovian":[149,166],"Switching-based":[150],"distributed":[151],"framework,":[153],"convergence":[155],"which":[157],"is":[158],"substantiated":[159],"through":[160],"rigorous":[161],"theoretical":[162],"analysis.":[163],"The":[164],"Distributed":[165],"Switching":[167],"(DMS)":[168],"topology":[169],"shows":[170],"strong":[171],"robustness":[172],"towards":[173],"attacks":[176],"well.":[178],"Case":[179],"studies":[180],"employing":[181],"real-world":[182],"validate":[187],"efficacy":[189],"our":[191,216],"proposed":[192],"algorithm.":[193,219],"It":[194],"not":[195],"only":[196],"significantly":[197],"minimizes":[198],"communication":[199],"but":[201],"also":[202],"maintains":[203],"accuracy":[204],"levels":[205],"comparable":[206],"traditional":[208],"methods,":[210],"enhancing":[212],"scalability":[214]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2024-02-06T00:00:00"}
