{"id":"https://openalex.org/W4410342868","doi":"https://doi.org/10.1109/jiot.2025.3569652","title":"BCFTL: Blockchain-Enabled Multimodal Federated Transfer Learning for Decentralized Alzheimer\u2019s Diagnosis","display_name":"BCFTL: Blockchain-Enabled Multimodal Federated Transfer Learning for Decentralized Alzheimer\u2019s Diagnosis","publication_year":2025,"publication_date":"2025-05-13","ids":{"openalex":"https://openalex.org/W4410342868","doi":"https://doi.org/10.1109/jiot.2025.3569652"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3569652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3569652","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":["crossref"],"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/A5026142204","display_name":"Raushan Myrzashova","orcid":"https://orcid.org/0000-0001-9115-2891"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Raushan Myrzashova","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-9115-2891","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012786887","display_name":"Saeed Hamood Alsamhi","orcid":"https://orcid.org/0000-0003-2857-6979"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Saeed Hamood Alsamhi","raw_affiliation_strings":["Department of Computer Science and Engineering, College of Informatics, Korea University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-2857-6979","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, College of Informatics, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101979835","display_name":"Alexey V. Shvetsov","orcid":null},"institutions":[{"id":"https://openalex.org/I131550537","display_name":"North-Eastern Federal University","ror":"https://ror.org/02p6aa271","country_code":"RU","type":"education","lineage":["https://openalex.org/I131550537"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey V. Shvetsov","raw_affiliation_strings":["Department of Operation of Road Transport and Car Service, North-Eastern Federal University, Yakutsk, Russia","north-Eastern Federal University, Yakutsk, Russia"],"raw_orcid":"https://orcid.org/0000-0002-4455-0296","affiliations":[{"raw_affiliation_string":"Department of Operation of Road Transport and Car Service, North-Eastern Federal University, Yakutsk, Russia","institution_ids":["https://openalex.org/I131550537"]},{"raw_affiliation_string":"north-Eastern Federal University, Yakutsk, Russia","institution_ids":["https://openalex.org/I131550537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089032960","display_name":"Ammar Hawbani","orcid":"https://orcid.org/0000-0002-1069-3993"},"institutions":[{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ammar Hawbani","raw_affiliation_strings":["School of Computer Science, Shenyang Aerospace University, Shenyang, China","School of Computer Science, Shenyang Aerospace University Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-1069-3993","affiliations":[{"raw_affiliation_string":"School of Computer Science, Shenyang Aerospace University, Shenyang, China","institution_ids":["https://openalex.org/I125904092"]},{"raw_affiliation_string":"School of Computer Science, Shenyang Aerospace University Shenyang, China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE","Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-8972-8094","affiliations":[{"raw_affiliation_string":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102023022","display_name":"Xi Wei","orcid":"https://orcid.org/0000-0003-4999-028X"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Wei","raw_affiliation_strings":["Department of Biomedical Engineering, School of Instrument Science and Opto-Electronics Engineering, Hefei University of Technology, Hefei, Anhui, China","Department of Biomedical Engineering, School of Instrument Science and Opto-electronics Engineering, Hefei University of Technology, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0003-4999-028X","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, School of Instrument Science and Opto-Electronics Engineering, Hefei University of Technology, Hefei, Anhui, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Department of Biomedical Engineering, School of Instrument Science and Opto-electronics Engineering, Hefei University of Technology, Hefei, Anhui, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026142204"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":3.6998,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92992943,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"12","issue":"15","first_page":"29656","last_page":"29669"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9337000250816345,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9337000250816345,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/blockchain","display_name":"Blockchain","score":0.9425387382507324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7805159687995911},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5859644412994385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40991729497909546},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2816029191017151}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9425387382507324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805159687995911},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5859644412994385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40991729497909546},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2816029191017151}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3569652","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3569652","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2632164605","display_name":null,"funder_award_id":"SFI/12/RC/2289_P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G6287499451","display_name":null,"funder_award_id":"BJ2060000039","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G8958321037","display_name":null,"funder_award_id":"2208085QF186","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320332035","display_name":"Alliance of International Science Organizations","ror":null},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2752287204","https://openalex.org/W2963507231","https://openalex.org/W2995808388","https://openalex.org/W3112310000","https://openalex.org/W4200012594","https://openalex.org/W4206116305","https://openalex.org/W4206145535","https://openalex.org/W4285162485","https://openalex.org/W4294975174","https://openalex.org/W4315630052","https://openalex.org/W4319778269","https://openalex.org/W4361289277","https://openalex.org/W4361983129","https://openalex.org/W4380883287","https://openalex.org/W4380926372","https://openalex.org/W4383503718","https://openalex.org/W4385453535","https://openalex.org/W4386365674","https://openalex.org/W4386401852","https://openalex.org/W4387407806","https://openalex.org/W4388016319","https://openalex.org/W4388017357","https://openalex.org/W4388105673","https://openalex.org/W4391021450","https://openalex.org/W4391129955","https://openalex.org/W4391894086","https://openalex.org/W4391948475","https://openalex.org/W4392008223","https://openalex.org/W4392558696","https://openalex.org/W4392844919","https://openalex.org/W4393028656","https://openalex.org/W4393186094","https://openalex.org/W4394583170","https://openalex.org/W4395029558","https://openalex.org/W4396886606","https://openalex.org/W4399121468","https://openalex.org/W4399343501","https://openalex.org/W6859966260"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047"],"abstract_inverted_index":{"Efficient":[0],"monitoring":[1],"of":[2,30,35,57,101,155,199],"carbon":[3,47],"capture":[4],"and":[5,26,45,105,120,162,173,193,212,232],"storage":[6],"(CCS)":[7],"systems":[8,40,218],"heavily":[9],"relies":[10],"on":[11,71],"sensor":[12,36,60,156,200,221],"data.":[13],"However,":[14],"sensors":[15],"are":[16],"susceptible":[17],"to":[18,23,81,123,203,236],"potential":[19],"multiple":[20,59,88,220],"faults,":[21],"leading":[22],"performance":[24,224],"degradation":[25],"posing":[27],"a":[28,67,99,106,152,179],"risk":[29],"catastrophic":[31],"failures.":[32],"Timely":[33],"detection":[34,172],"faults":[37,61,89],"in":[38,62,90,234],"CCS":[39],"is":[41,213],"crucial":[42],"for":[43,170,215],"safe":[44],"efficient":[46],"dioxide":[48],"(CO2)":[49],"pipeline":[50],"operation.":[51],"This":[52],"paper":[53],"addresses":[54],"the":[55,83,112,124,131,140,144,159,188,197,209],"challenge":[56],"diagnosing":[58],"CO2":[63],"pipelines":[64],"by":[65],"introducing":[66],"novel":[68,77,180],"approach":[69,185,207],"based":[70],"partial-distributed":[72],"particle":[73],"filter":[74,129,177],"(PDPF).":[75],"The":[76,94,127],"distributed-filtering":[78],"framework":[79],"aims":[80],"reduce":[82],"computational":[84,210],"complexity":[85],"while":[86,143],"identifying":[87],"highly":[91,216],"nonlinear":[92,107,115,136,141,217],"systems.":[93],"proposed":[95],"PDPF":[96],"architecture":[97],"comprises":[98],"collection":[100],"linear":[102,146],"local":[103,118,147,176],"filters":[104,119],"main":[108,125,128],"filter.":[109,126],"More":[110],"specifically,":[111],"algorithm":[113],"segregates":[114],"computations":[116,137],"from":[117],"assigns":[121],"them":[122],"handles":[130],"time":[132],"updates":[133,161],"involving":[134],"all":[135],"associated":[138],"with":[139,151],"system,":[142],"parallel":[145],"filters,":[148],"each":[149,175],"equipped":[150],"distinct":[153],"subset":[154],"measurements,":[157],"perform":[158],"measurement":[160],"combine":[163],"their":[164],"estimates":[165],"via":[166,226],"information":[167],"fusion.":[168],"As":[169],"fault":[171],"isolation,":[174],"utilizes":[178],"kernel":[181],"density":[182],"estimation":[183],"(KDE)-based":[184],"that":[186],"analyzes":[187],"consistency":[189],"between":[190],"model":[191],"predictions":[192],"observed":[194],"behavior,":[195],"enabling":[196],"identification":[198],"faults.":[201,222],"Compared":[202],"existing":[204],"methods,":[205],"this":[206],"reduces":[208],"requirements":[211],"well-suited":[214],"experiencing":[219],"Additionally,":[223],"assessment":[225],"numerical":[227],"simulations":[228],"confirms":[229],"its":[230],"effectiveness":[231],"superiority":[233],"comparison":[235],"stateof-the-art":[237],"alternative":[238],"methods.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}