{"id":"https://openalex.org/W4399525963","doi":"https://doi.org/10.1109/tfuzz.2024.3412197","title":"Fuzzy-Centric Fog\u2013Cloud Inspired Deep Interval Bi-LSTM Healthcare Framework for Predicting Yellow Fever Outbreak","display_name":"Fuzzy-Centric Fog\u2013Cloud Inspired Deep Interval Bi-LSTM Healthcare Framework for Predicting Yellow Fever Outbreak","publication_year":2024,"publication_date":"2024-06-11","ids":{"openalex":"https://openalex.org/W4399525963","doi":"https://doi.org/10.1109/tfuzz.2024.3412197"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2024.3412197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2024.3412197","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/97722/2/IEEE_TFS%20%28Accepted%20Version%29.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000824309","display_name":"Prabal Verma","orcid":"https://orcid.org/0000-0002-8003-7457"},"institutions":[{"id":"https://openalex.org/I8778637","display_name":"National Institute of Technology Srinagar","ror":"https://ror.org/03sfwvw54","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210152752","https://openalex.org/I8778637"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prabal Verma","raw_affiliation_strings":["Department of Information Technology, National Institute of Technology Srinagar, Srinagar, India","Department of Information Technology, National Institute of Technology, Srinagar, India"],"raw_orcid":"https://orcid.org/0000-0002-8003-7457","affiliations":[{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology Srinagar, Srinagar, India","institution_ids":["https://openalex.org/I8778637"]},{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology, Srinagar, India","institution_ids":["https://openalex.org/I8778637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066047328","display_name":"Tawseef Ayoub Shaikh","orcid":"https://orcid.org/0000-0003-1433-6181"},"institutions":[{"id":"https://openalex.org/I8778637","display_name":"National Institute of Technology Srinagar","ror":"https://ror.org/03sfwvw54","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210152752","https://openalex.org/I8778637"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tawseef A. Shaikh","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Srinagar, Srinagar, India","Department of Computer Science and Engineering, National Institute of Technology, Srinagar, India"],"raw_orcid":"https://orcid.org/0000-0003-1433-6181","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Srinagar, Srinagar, India","institution_ids":["https://openalex.org/I8778637"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Srinagar, India","institution_ids":["https://openalex.org/I8778637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012682751","display_name":"Sandeep K. Sood","orcid":"https://orcid.org/0000-0002-8196-5503"},"institutions":[{"id":"https://openalex.org/I105094715","display_name":"National Institute of Technology Kurukshetra","ror":"https://ror.org/04909p852","country_code":"IN","type":"education","lineage":["https://openalex.org/I105094715"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep K. Sood","raw_affiliation_strings":["Department of Computer Applications, National Institute of Technology Kurukshetra, Kurukshetra, India","Department of Computer Applications, National Institute of Technology, Kurukshetra, India"],"raw_orcid":"https://orcid.org/0000-0002-8196-5503","affiliations":[{"raw_affiliation_string":"Department of Computer Applications, National Institute of Technology Kurukshetra, Kurukshetra, India","institution_ids":["https://openalex.org/I105094715"]},{"raw_affiliation_string":"Department of Computer Applications, National Institute of Technology, Kurukshetra, India","institution_ids":["https://openalex.org/I105094715"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043001664","display_name":"Harkiran Kaur","orcid":"https://orcid.org/0000-0001-5377-0584"},"institutions":[{"id":"https://openalex.org/I165682329","display_name":"Guru Nanak Dev University","ror":"https://ror.org/05ghzpa93","country_code":"IN","type":"education","lineage":["https://openalex.org/I165682329"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harkiran Kaur","raw_affiliation_strings":["Department of Computer Science, Guru Nanak Dev University, Amritsar, India"],"raw_orcid":"https://orcid.org/0000-0001-5377-0584","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Guru Nanak Dev University, Amritsar, India","institution_ids":["https://openalex.org/I165682329"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739494","display_name":"Mohit Kumar","orcid":"https://orcid.org/0000-0003-1600-6872"},"institutions":[{"id":"https://openalex.org/I70971781","display_name":"Dr. B. R. Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88","country_code":"IN","type":"education","lineage":["https://openalex.org/I70971781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohit Kumar","raw_affiliation_strings":["Department of Information Technology, National Institute of Technology Jalandhar, Jalandhar, India","Department of Information Technology, National Institute of Technology, Jalandhar, India"],"raw_orcid":"https://orcid.org/0000-0003-1600-6872","affiliations":[{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology Jalandhar, Jalandhar, India","institution_ids":["https://openalex.org/I70971781"]},{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology, Jalandhar, India","institution_ids":["https://openalex.org/I70971781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049269026","display_name":"Huaming Wu","orcid":"https://orcid.org/0000-0002-4761-9973"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaming Wu","raw_affiliation_strings":["Center for Applied Mathematics, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-4761-9973","affiliations":[{"raw_affiliation_string":"Center for Applied Mathematics, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090188734","display_name":"Sukhpal Singh Gill","orcid":"https://orcid.org/0000-0002-3913-0369"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sukhpal Singh Gill","raw_affiliation_strings":["School of Electronic Engineering and Computer Science, Queen Mary University of London, London, U.K","School of Electronic Engineering and Computer Science, Queen Mary University of London, U.K"],"raw_orcid":"https://orcid.org/0000-0002-3913-0369","affiliations":[{"raw_affiliation_string":"School of Electronic Engineering and Computer Science, Queen Mary University of London, London, U.K","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"School of Electronic Engineering and Computer Science, Queen Mary University of London, U.K","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5000824309"],"corresponding_institution_ids":["https://openalex.org/I8778637"],"apc_list":null,"apc_paid":null,"fwci":3.6139,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92860349,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"32","issue":"10","first_page":"5508","last_page":"5519"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.8100000023841858,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.8100000023841858,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.7613999843597412,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.7311999797821045,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/cloud-computing","display_name":"Cloud computing","score":0.6871901750564575},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6251422762870789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5633108615875244},{"id":"https://openalex.org/keywords/outbreak","display_name":"Outbreak","score":0.5566707253456116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.521625816822052},{"id":"https://openalex.org/keywords/public-healthcare","display_name":"Public healthcare","score":0.518163800239563},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.45168501138687134},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.41409435868263245},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.2958686649799347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18474799394607544},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17852038145065308}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6871901750564575},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6251422762870789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5633108615875244},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.5566707253456116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.521625816822052},{"id":"https://openalex.org/C2986711855","wikidata":"https://www.wikidata.org/wiki/Q294308","display_name":"Public healthcare","level":3,"score":0.518163800239563},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.45168501138687134},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.41409435868263245},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.2958686649799347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18474799394607544},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17852038145065308},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tfuzz.2024.3412197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2024.3412197","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/97722","is_oa":true,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/97722","pdf_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/97722/2/IEEE_TFS%20%28Accepted%20Version%29.pdf","source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/97722","is_oa":true,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/97722","pdf_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/97722/2/IEEE_TFS%20%28Accepted%20Version%29.pdf","source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1072676957","display_name":null,"funder_award_id":"22ZYYYJC00020","funder_id":"https://openalex.org/F4320336756","funder_display_name":"Tianjin Science and Technology Program"},{"id":"https://openalex.org/G8068717650","display_name":null,"funder_award_id":"62071327","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320336756","display_name":"Tianjin Science and Technology Program","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399525963.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W2141178894","https://openalex.org/W2145416734","https://openalex.org/W2782785659","https://openalex.org/W2790895699","https://openalex.org/W2904058395","https://openalex.org/W2929812598","https://openalex.org/W2948720990","https://openalex.org/W2963194334","https://openalex.org/W3006470771","https://openalex.org/W3048060855","https://openalex.org/W3104268789","https://openalex.org/W3147710177","https://openalex.org/W3174273494","https://openalex.org/W3175411218","https://openalex.org/W3184567112","https://openalex.org/W3199774558","https://openalex.org/W3206549309","https://openalex.org/W4206179170","https://openalex.org/W4206392460","https://openalex.org/W4214758900","https://openalex.org/W4220966162","https://openalex.org/W4280524922","https://openalex.org/W4280580514","https://openalex.org/W4293068774","https://openalex.org/W4293222100","https://openalex.org/W4307140351","https://openalex.org/W4307182563","https://openalex.org/W4307572272","https://openalex.org/W4308192660","https://openalex.org/W4308545734","https://openalex.org/W4311059703","https://openalex.org/W4313531937","https://openalex.org/W4322720573","https://openalex.org/W4322761281","https://openalex.org/W4378469629","https://openalex.org/W4378652396","https://openalex.org/W4383558774","https://openalex.org/W4387068172","https://openalex.org/W4387196938","https://openalex.org/W4387682085","https://openalex.org/W4388776090","https://openalex.org/W4390121228","https://openalex.org/W6745504477"],"related_works":["https://openalex.org/W2373635223","https://openalex.org/W2412355096","https://openalex.org/W1990012352","https://openalex.org/W2431766951","https://openalex.org/W4385969441","https://openalex.org/W127458931","https://openalex.org/W2362266265","https://openalex.org/W3028429280","https://openalex.org/W2557977292","https://openalex.org/W3096227606"],"abstract_inverted_index":{"Yellow":[0],"fever":[1,105,163,170],"is":[2,29,115,129,153],"a":[3,10,60,161],"vigorous,":[4],"phlebotomic,":[5],"vector-borne":[6],"disease":[7],"that":[8,191],"poses":[9],"significant":[11,196],"public":[12],"health":[13],"threat":[14],"in":[15,63,76],"regions":[16],"with":[17,199],"high":[18],"mosquito":[19],"density":[20],"and":[21,34,44,54,82,102,122,139,166],"inadequate":[22],"vaccination":[23],"coverage.":[24],"The":[25,38],"disease's":[26],"toxic":[27],"phase":[28],"lethal,":[30],"making":[31],"prompt":[32],"identification":[33],"control":[35,103],"measures":[36],"crucial.":[37],"emergence":[39],"of":[40,85],"the":[41,70,77,109,123,145,156,192],"latest":[42],"technologies":[43,72],"data":[45,52,118],"analytics":[46],"techniques,":[47],"such":[48],"as":[49],"edge-cloud":[50],"computing,":[51],"analytics,":[53],"machine":[55],"learning/deep":[56],"learning,":[57],"has":[58],"played":[59],"pivotal":[61],"role":[62],"revolutionizing":[64],"remote":[65],"healthcare":[66,86,98],"services.":[67],"Henceforth,":[68],"applying":[69],"abovementioned":[71],"leads":[73],"to":[74,89,100,131,140,159,184],"improvements":[75],"response":[78],"time,":[79],"service":[80],"quality,":[81],"location":[83],"awareness":[84],"systems.":[87],"Relative":[88],"this":[90],"context,":[91],"we":[92,178],"propose":[93,179],"an":[94,180],"intelligent":[95],"fuzzy-centric":[96],"fog\u2013cloud-assisted":[97],"framework":[99],"identify":[101],"yellow":[104,162,169],"epidemics.":[106],"Initially,":[107],"at":[108,155],"fog":[110],"layer,":[111],"singular":[112],"value":[113],"decomposition":[114],"used":[116],"for":[117,136],"dimensionality":[119],"reduction":[120],"analysis":[121],"Fuzzy-C":[124],"mean":[125],"clustering":[126],"(FCM)":[127],"algorithm":[128],"leveraged":[130],"get":[132],"rigorous":[133],"results.":[134],"Moreover,":[135],"better":[137],"results":[138,189],"focus":[141],"on":[142,173],"time-series":[143],"patterns,":[144],"deep":[146],"interval":[147],"type":[148],"2":[149],"fuzzy":[150],"Bi-LSTM":[151],"model":[152],"proposed":[154,193],"cloud":[157],"layer":[158],"generate":[160],"severity":[164],"index":[165],"visualize":[167],"each":[168],"region":[171],"based":[172],"self-organized":[174],"maps.":[175],"In":[176],"addition,":[177],"alert":[181],"generation":[182],"mechanism":[183],"facilitate":[185],"real-time":[186],"decision-making.":[187],"Finally,":[188],"show":[190],"system":[194],"yields":[195],"efficacy,":[197],"compared":[198],"other":[200],"state-of-the-art":[201],"methodologies.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}