{"id":"https://openalex.org/W4387744337","doi":"https://doi.org/10.3390/electronics12204316","title":"A Novel Approach for Improving the Security of IoT\u2013Medical Data Systems Using an Enhanced Dynamic Bayesian Network","display_name":"A Novel Approach for Improving the Security of IoT\u2013Medical Data Systems Using an Enhanced Dynamic Bayesian Network","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4387744337","doi":"https://doi.org/10.3390/electronics12204316"},"language":"en","primary_location":{"id":"doi:10.3390/electronics12204316","doi":"https://doi.org/10.3390/electronics12204316","is_oa":true,"landing_page_url":"https://doi.org/10.3390/electronics12204316","pdf_url":"https://www.mdpi.com/2079-9292/12/20/4316/pdf?version=1697616889","source":{"id":"https://openalex.org/S4210202905","display_name":"Electronics","issn_l":"2079-9292","issn":["2079-9292"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-9292/12/20/4316/pdf?version=1697616889","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089858932","display_name":"Mohammed Amin Almaiah","orcid":"https://orcid.org/0000-0002-2215-2481","observed_orcids":["https://orcid.org/0000-0002-2215-2481"]},"institutions":[{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]},{"id":"https://openalex.org/I4405272027","display_name":"Aqaba University of Technology","ror":"https://ror.org/03ernr789","country_code":"JO","type":"education","lineage":["https://openalex.org/I4405272027"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Mohammed Amin Almaiah","raw_affiliation_strings":["Applied Science Research Center, Applied Science Private University, Amman 11931, Jordan","College of Information Technology, Aqaba University of Technology, Aqaba 11947, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Science Research Center, Applied Science Private University, Amman 11931, Jordan","institution_ids":["https://openalex.org/I146367977"]},{"raw_affiliation_string":"College of Information Technology, Aqaba University of Technology, Aqaba 11947, Jordan","institution_ids":["https://openalex.org/I4405272027"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073692473","display_name":"Sandeep Yelisetti","orcid":"https://orcid.org/0000-0001-5666-1017","observed_orcids":["https://orcid.org/0000-0001-5666-1017"]},"institutions":[{"id":"https://openalex.org/I4405262028","display_name":"Siddhartha Academy of Higher Education","ror":"https://ror.org/00zkg1t31","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405262028"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Yelisetti","raw_affiliation_strings":["Department of IT, V R Siddhartha Engineering College, Vijayawada 520007, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of IT, V R Siddhartha Engineering College, Vijayawada 520007, India","institution_ids":["https://openalex.org/I4405262028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029195670","display_name":"Leena Arya","orcid":"https://orcid.org/0000-0002-9249-732X","observed_orcids":["https://orcid.org/0000-0002-9249-732X"]},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Leena Arya","raw_affiliation_strings":["Department of CSE, Koneru Lakshmaiah Education Foundation, Mangalagiri, Vaddeswaram 522502, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Koneru Lakshmaiah Education Foundation, Mangalagiri, Vaddeswaram 522502, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027856566","display_name":"C. Nelson Kennedy Babu","orcid":"https://orcid.org/0000-0002-3382-4415","observed_orcids":["https://orcid.org/0000-0002-3382-4415"]},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nelson Kennedy Babu Christopher","raw_affiliation_strings":["Department of Computer Science and Engineering, Saveetha School of Engineering, Chennai 602105, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Saveetha School of Engineering, Chennai 602105, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104184847","display_name":"Kumaresan Kaliappan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kumaresan Kaliappan","raw_affiliation_strings":["Maratsolutions, Coimbatore 641001, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maratsolutions, Coimbatore 641001, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030948351","display_name":"V. Pandimurugan","orcid":"https://orcid.org/0000-0003-4766-996X","observed_orcids":["https://orcid.org/0000-0003-4766-996X"]},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pandimurugan Vellaisamy","raw_affiliation_strings":["School of Computing, Department of Networking and Communications, SRM Institute of Science & Technology, Kattankulathur Campus, Chennai 603203, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Department of Networking and Communications, SRM Institute of Science & Technology, Kattankulathur Campus, Chennai 603203, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078943371","display_name":"Fahima Hajjej","orcid":"https://orcid.org/0000-0003-1709-5790","observed_orcids":["https://orcid.org/0000-0003-1709-5790"]},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fahima Hajjej","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-1709-5790","affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092960105","display_name":"Tayseer Alkdour","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4626487","display_name":"King Faisal University","ror":"https://ror.org/00dn43547","country_code":"SA","type":"education","lineage":["https://openalex.org/I4626487"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Tayseer Alkdour","raw_affiliation_strings":["College of Computer Science and Information Technology, King Faisal University, Al-Ahsa 31982, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Information Technology, King Faisal University, Al-Ahsa 31982, Saudi Arabia","institution_ids":["https://openalex.org/I4626487"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5089858932","https://openalex.org/A5092960105"],"corresponding_institution_ids":["https://openalex.org/I146367977","https://openalex.org/I4405272027","https://openalex.org/I4626487"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2224},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2224},"fwci":5.6365,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.95927487,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"12","issue":"20","first_page":"4316","last_page":"4316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.6820999979972839,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13038","display_name":"Internet of Things and AI","score":0.6820999979972839,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.2029000073671341,"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":0.021900000050663948,"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/internet-of-medical-things","display_name":"Internet of Medical Things","score":0.7879999876022339},{"id":"https://openalex.org/keywords/medical-data-security","display_name":"medical data security","score":0.8939999938011169},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.6679999828338623},{"id":"https://openalex.org/keywords/dynamic-bayesian-networks","display_name":"dynamic Bayesian networks","score":0.9150000214576721},{"id":"https://openalex.org/keywords/secure-data-transmission","display_name":"secure data transmission","score":0.7440000176429749},{"id":"https://openalex.org/keywords/patient-data-sharing","display_name":"patient data sharing","score":0.6570000052452087},{"id":"https://openalex.org/keywords/unauthorized-access-detection","display_name":"unauthorized access detection","score":0.6179999709129333},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.6740000247955322},{"id":"https://openalex.org/keywords/wearable-sensor-data","display_name":"wearable sensor data","score":0.7459999918937683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6288704872131348},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5847723484039307},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5794129371643066},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5555692315101624},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.5010652542114258},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.46383747458457947},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4228534698486328},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.4224061965942383},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41766923666000366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4006962180137634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37925511598587036},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3741638660430908},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15820267796516418},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/electronics12204316","doi":"https://doi.org/10.3390/electronics12204316","is_oa":true,"landing_page_url":"https://doi.org/10.3390/electronics12204316","pdf_url":"https://www.mdpi.com/2079-9292/12/20/4316/pdf?version=1697616889","source":{"id":"https://openalex.org/S4210202905","display_name":"Electronics","issn_l":"2079-9292","issn":["2079-9292"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/electronics12204316","doi":"https://doi.org/10.3390/electronics12204316","is_oa":true,"landing_page_url":"https://doi.org/10.3390/electronics12204316","pdf_url":"https://www.mdpi.com/2079-9292/12/20/4316/pdf?version=1697616889","source":{"id":"https://openalex.org/S4210202905","display_name":"Electronics","issn_l":"2079-9292","issn":["2079-9292"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3"},{"display_name":"Industry, innovation and infrastructure","score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"},{"id":"https://openalex.org/F4320322804","display_name":"Deanship of Scientific Research, King Faisal University","ror":"https://ror.org/00dn43547"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387744337.pdf","grobid_xml":"https://content.openalex.org/works/W4387744337.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W2620996152","https://openalex.org/W2736191430","https://openalex.org/W2749108891","https://openalex.org/W2790926478","https://openalex.org/W2890192855","https://openalex.org/W2946102439","https://openalex.org/W2961723205","https://openalex.org/W2969281952","https://openalex.org/W2978425934","https://openalex.org/W3018775395","https://openalex.org/W3045149779","https://openalex.org/W3089147297","https://openalex.org/W3110885177","https://openalex.org/W3120937934","https://openalex.org/W3139459064","https://openalex.org/W3148433189","https://openalex.org/W3154707277","https://openalex.org/W3162845755","https://openalex.org/W3165327452","https://openalex.org/W3186060384","https://openalex.org/W3199093474","https://openalex.org/W3209489773","https://openalex.org/W4220748182","https://openalex.org/W4224253654","https://openalex.org/W4282918163","https://openalex.org/W4285246343","https://openalex.org/W4287834747","https://openalex.org/W4289705056","https://openalex.org/W4294068649","https://openalex.org/W4306377354","https://openalex.org/W4312803890","https://openalex.org/W4327927541","https://openalex.org/W4327928255","https://openalex.org/W4366306874","https://openalex.org/W4381537439","https://openalex.org/W4384338169","https://openalex.org/W4386907671","https://openalex.org/W6810332217"],"related_works":["https://openalex.org/W4408671949","https://openalex.org/W4312803890","https://openalex.org/W7204468977","https://openalex.org/W7217944045","https://openalex.org/W3197755365","https://openalex.org/W7216702557","https://openalex.org/W7129259859","https://openalex.org/W4313681098","https://openalex.org/W7217736146","https://openalex.org/W4399074904"],"abstract_inverted_index":{"IoT":[0],"(Internet":[1],"of":[2,55,66,75,102,169,228],"Things)":[3],"devices":[4],"are":[5],"increasingly":[6],"being":[7],"used":[8],"in":[9,100,234],"healthcare":[10,68,115,138,170],"to":[11,51,96,117,133,148,211],"collect":[12],"and":[13,22,34,42,73,88,110,140,155,195,205,225,230,238,262],"transmit":[14],"patient":[15,20,76,104,142,150],"data,":[16,171],"which":[17,208],"can":[18],"improve":[19],"outcomes":[21],"reduce":[23],"costs.":[24],"However,":[25],"this":[26,145,159],"also":[27],"creates":[28],"new":[29],"challenges":[30],"for":[31,40,166],"data":[32,77,124],"security":[33],"privacy.":[35],"Thus,":[36],"the":[37,52,64,71,94,131,173,212,216,219],"major":[38],"demand":[39],"secure":[41,167],"efficient":[43],"data-sharing":[44],"solutions":[45],"has":[46,130],"prompted":[47],"significant":[48],"attention":[49],"due":[50],"increasing":[53],"volume":[54],"shared":[56],"sensor":[57],"data.":[58],"Leveraging":[59],"a":[60,163],"data-fusion-based":[61],"paradigm":[62],"within":[63],"realm":[65],"IoT-protected":[67],"systems":[69],"enabled":[70],"collection":[72],"analysis":[74],"from":[78,125],"diverse":[79],"sources,":[80],"encompassing":[81],"medical":[82],"devices,":[83],"electronic":[84],"health":[85],"records":[86,151],"(EHRs),":[87],"wearables.":[89],"This":[90],"innovative":[91],"approach":[92,165],"holds":[93],"potential":[95,156],"yield":[97],"immediate":[98],"benefits":[99],"terms":[101],"enhancing":[103],"care,":[105],"including":[106,257],"more":[107],"precise":[108],"diagnoses":[109],"treatment":[111,120],"plans.":[112],"It":[113],"empowers":[114],"professionals":[116],"devise":[118],"personalized":[119],"regimens":[121],"by":[122,253],"amalgamating":[123,172],"multiple":[126],"origins.":[127],"Moreover,":[128],"it":[129],"capacity":[132],"alleviate":[134],"financial":[135],"burdens,":[136],"elevate":[137],"outcomes,":[139],"augment":[141],"satisfaction.":[143],"Furthermore,":[144],"concept":[146],"extends":[147],"fortifying":[149],"against":[152],"unauthorized":[153],"access":[154],"misuse.":[157],"In":[158],"study,":[160],"we":[161],"propose":[162],"novel":[164],"transmission":[168],"improved":[174],"context-aware":[175],"data-fusion":[176],"method":[177],"with":[178,248],"an":[179],"emotional-intelligence-inspired":[180],"enhanced":[181],"dynamic":[182],"Bayesian":[183],"network":[184],"(EDBN).":[185],"The":[186],"findings":[187],"indicated":[188],"that":[189],"F1":[190,220],"score,":[191,221],"accuracy,":[192,222],"precision,":[193,223,259],"recall,":[194,224,258],"ROC-AUC":[196,226],"score":[197],"using":[198],"DCNN":[199],"were":[200,232],"89.3%,":[201],"87.4%,":[202],"91.4%,":[203],"92.1%,":[204],"0.56,":[206],"respectively,":[207],"was":[209],"second-highest":[210],"proposed":[213],"method.":[214],"On":[215],"other":[217],"hand,":[218],"scores":[227],"FRCNN":[229],"CNN":[231],"low":[233],"accuracy":[235],"at":[236],"83.2%":[237],"84.3%,":[239],"respectively.":[240],"Our":[241],"experimental":[242],"investigation":[243],"demonstrated":[244],"superior":[245],"performance":[246,255],"compared":[247],"existing":[249],"methods,":[250],"as":[251],"evidenced":[252],"various":[254],"metrics,":[256],"F":[260],"measures,":[261],"accuracy.":[263]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2023-10-19T00:00:00"}