{"id":"https://openalex.org/W4320005497","doi":"https://doi.org/10.1109/jsyst.2023.3239395","title":"KEdge: Fuzzy-Based Multi-AI Model Coalescence Solution for Mobile Healthcare System","display_name":"KEdge: Fuzzy-Based Multi-AI Model Coalescence Solution for Mobile Healthcare System","publication_year":2023,"publication_date":"2023-02-06","ids":{"openalex":"https://openalex.org/W4320005497","doi":"https://doi.org/10.1109/jsyst.2023.3239395"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2023.3239395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2023.3239395","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems 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/A5032787307","display_name":"Sudip Misra","orcid":"https://orcid.org/0000-0002-2467-6414"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sudip Misra","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082450502","display_name":"Saswati Pal","orcid":"https://orcid.org/0000-0003-1218-4022"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saswati Pal","raw_affiliation_strings":["School of Nano-Science and Technology, Indian Institute of Technology Kharagpur, Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"School of Nano-Science and Technology, Indian Institute of Technology Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050825417","display_name":"Pallav Kumar Deb","orcid":"https://orcid.org/0000-0002-4605-9046"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pallav Kumar Deb","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047625141","display_name":"Eeshan Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Eeshan Gupta","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032787307"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":2.7217,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91231394,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"17","issue":"2","first_page":"1721","last_page":"1728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9883999824523926,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7544584274291992},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4858355224132538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.484007328748703},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4572581350803375},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.42475032806396484},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.42426034808158875},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4225793480873108},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4196416735649109},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4138088524341583},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3860039710998535}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7544584274291992},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4858355224132538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.484007328748703},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4572581350803375},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.42475032806396484},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.42426034808158875},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4225793480873108},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4196416735649109},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4138088524341583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3860039710998535},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2023.3239395","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2023.3239395","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"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 Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1989665358","https://openalex.org/W2016172030","https://openalex.org/W2095409369","https://openalex.org/W2525221147","https://openalex.org/W2562194757","https://openalex.org/W2563752936","https://openalex.org/W2798651459","https://openalex.org/W2889936219","https://openalex.org/W2923796516","https://openalex.org/W2971302419","https://openalex.org/W2987272246","https://openalex.org/W2991032587","https://openalex.org/W2997606798","https://openalex.org/W3010096538","https://openalex.org/W3013629901","https://openalex.org/W3030115230","https://openalex.org/W3036320608","https://openalex.org/W3045560689","https://openalex.org/W3080326891","https://openalex.org/W3094268709","https://openalex.org/W3097405092","https://openalex.org/W3106455851","https://openalex.org/W3106782742","https://openalex.org/W3107792054","https://openalex.org/W3217790602","https://openalex.org/W4205702875","https://openalex.org/W6774316164"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W3037018281","https://openalex.org/W2003209439","https://openalex.org/W4321854979","https://openalex.org/W2358319515","https://openalex.org/W2972592048","https://openalex.org/W4312214821","https://openalex.org/W2497626292","https://openalex.org/W2390344072","https://openalex.org/W3089066832"],"abstract_inverted_index":{"In":[0,68],"this":[1],"work,":[2],"we":[3,117,180],"propose":[4],"a":[5,28,34,51,56,61,79,95],"condition-aware":[6],"analytical":[7,58,138],"framework\u2014KEdge\u2014for":[8],"health":[9,152],"condition":[10,52,77,93,124,132,153],"recommendation":[11],"in":[12,85,189],"Internet":[13],"of":[14,46,128,170,192],"Things":[15],"(IoT)":[16],"based":[17],"mobile":[18],"healthcare":[19],"systems.":[20],"Procuring":[21],"data":[22,186],"from":[23,31,105,142],"multiple":[24,62],"sensors":[25],"and":[26,60,130,140,196],"making":[27],"singular":[29],"assessment":[30],"them":[32],"is":[33,161],"challenging":[35],"task.":[36],"KEdge":[37,72,100,120,135,160],"overcomes":[38],"such":[39],"an":[40,126],"issue":[41],"by":[42,49,133],"determining":[43,50],"the":[44,47,69,74,86,91,112,122,137,146,150,174,177,190],"severity":[45,76],"patient":[48],"index":[53],"(CI)":[54],"using":[55,78,94,154],"two-step":[57],"framework":[59],"rule":[63],"fuzzy":[64],"inference":[65],"system":[66],"(FIS).":[67],"first":[70],"step,":[71,88],"detects":[73,90],"heart":[75],"convolutional":[80],"neural":[81],"network":[82],"model":[83],"and,":[84],"second":[87],"it":[89],"respiratory":[92,131],"random":[96],"forest":[97],"classification":[98],"model.":[99],"also":[101],"utilizes":[102],"auscultation":[103],"sounds":[104],"SkopEdge":[106,143],"(a":[107],"digital":[108],"stethoscope)":[109],"for":[110,148,163],"assessing":[111],"heartbeats.":[113],"Through":[114],"extensive":[115],"experiments,":[116],"observe":[118,158,181],"that":[119,159],"identifies":[121],"arrhythmia":[123],"with":[125,185],"accuracy":[127],"98.53%":[129],"98.68%.":[134],"considers":[136],"predictions":[139],"analysis":[141],"to":[144,176],"evaluate":[145],"CI":[147],"recommending":[149],"overall":[151],"Mamdani":[155],"FIS.":[156],"We":[157],"suitable":[162],"resource-constrained":[164],"IoT":[165],"devices":[166],"providing":[167],"memory":[168],"consumption":[169],"6.6%.":[171],"On":[172],"offloading":[173],"same":[175],"fog":[178],"nodes,":[179],"improved":[182],"CPU":[183],"utilization":[184],"upload":[187],"rates":[188],"order":[191],"25":[193],"kb/s":[194],"(KEdge)":[195],"5":[197],"Mb/s":[198],"(SkopEdge).":[199]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
