{"id":"https://openalex.org/W4220763010","doi":"https://doi.org/10.1007/s10489-021-03145-0","title":"An edge-driven multi-agent optimization model for infectious disease detection","display_name":"An edge-driven multi-agent optimization model for infectious disease detection","publication_year":2022,"publication_date":"2022-03-07","ids":{"openalex":"https://openalex.org/W4220763010","doi":"https://doi.org/10.1007/s10489-021-03145-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/35280108"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-021-03145-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-03145-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-03145-0.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-03145-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057697626","display_name":"Youcef Djenouri","orcid":"https://orcid.org/0000-0003-0135-7450"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Youcef Djenouri","raw_affiliation_strings":["SINTEF Digital, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"SINTEF Digital, Oslo, Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041541232","display_name":"Gautam Srivastava","orcid":"https://orcid.org/0000-0001-9851-4103"},"institutions":[{"id":"https://openalex.org/I184693016","display_name":"China Medical University","ror":"https://ror.org/00v408z34","country_code":"TW","type":"education","lineage":["https://openalex.org/I184693016"]},{"id":"https://openalex.org/I48890080","display_name":"Brandon University","ror":"https://ror.org/02qp25a50","country_code":"CA","type":"education","lineage":["https://openalex.org/I48890080"]}],"countries":["CA","TW"],"is_corresponding":false,"raw_author_name":"Gautam Srivastava","raw_affiliation_strings":["Brandon University, Brandon, Canada","China Medical University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Brandon University, Brandon, Canada","institution_ids":["https://openalex.org/I48890080"]},{"raw_affiliation_string":"China Medical University, Taichung, Taiwan","institution_ids":["https://openalex.org/I184693016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032770006","display_name":"Anis Yazidi","orcid":"https://orcid.org/0000-0001-7591-1659"},"institutions":[{"id":"https://openalex.org/I4210115756","display_name":"657 Oslo","ror":"https://ror.org/01z6y6z64","country_code":"NO","type":"other","lineage":["https://openalex.org/I4210115756"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Anis Yazidi","raw_affiliation_strings":["Oslomet, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Oslomet, Oslo, Norway","institution_ids":["https://openalex.org/I4210115756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000640263","display_name":"Jerry Chun\u2010Wei Lin","orcid":"https://orcid.org/0000-0001-8768-9709"},"institutions":[{"id":"https://openalex.org/I179863766","display_name":"Western Norway University of Applied Sciences","ror":"https://ror.org/05phns765","country_code":"NO","type":"education","lineage":["https://openalex.org/I179863766"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Jerry Chun-Wei Lin","raw_affiliation_strings":["Western Norway University of Applied Sciences, Bergen, Norway"],"affiliations":[{"raw_affiliation_string":"Western Norway University of Applied Sciences, Bergen, Norway","institution_ids":["https://openalex.org/I179863766"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000640263"],"corresponding_institution_ids":["https://openalex.org/I179863766"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.0111,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73475408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"52","issue":"12","first_page":"14362","last_page":"14373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9986000061035156,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9872000217437744,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.880712628364563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.601799726486206},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5955508947372437},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5079043507575989},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.45989587903022766},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.432148814201355},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.43000781536102295},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.3667629361152649},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.33521440625190735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.880712628364563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.601799726486206},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5955508947372437},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5079043507575989},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.45989587903022766},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.432148814201355},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.43000781536102295},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.3667629361152649},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33521440625190735}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s10489-021-03145-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-03145-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-03145-0.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},{"id":"pmid:35280108","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35280108","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied intelligence (Dordrecht, Netherlands)","raw_type":null},{"id":"pmh:oai:hvlopen.brage.unit.no:11250/3025641","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3025641","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"14362\u201314373","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:pubmedcentral.nih.gov:8898659","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8898659","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Appl Intell (Dordr)","raw_type":"Text"},{"id":"pmh:oai:sintef.brage.unit.no:11250/3018988","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3018988","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"12","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"doi:10.1007/s10489-021-03145-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-021-03145-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-021-03145-0.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320317045","display_name":"H\u00f8gskulen p\u00e5 Vestlandet","ror":"https://ror.org/05phns765"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220763010.pdf","grobid_xml":"https://content.openalex.org/works/W4220763010.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2077251622","https://openalex.org/W2745794747","https://openalex.org/W2770896033","https://openalex.org/W2883585595","https://openalex.org/W2886160763","https://openalex.org/W2892341857","https://openalex.org/W2895320790","https://openalex.org/W2898735074","https://openalex.org/W2978457402","https://openalex.org/W3006435175","https://openalex.org/W3009569212","https://openalex.org/W3009699084","https://openalex.org/W3011726479","https://openalex.org/W3021182036","https://openalex.org/W3026767334","https://openalex.org/W3028427008","https://openalex.org/W3034560014","https://openalex.org/W3035665735","https://openalex.org/W3035808318","https://openalex.org/W3044331089","https://openalex.org/W3045943950","https://openalex.org/W3080187696","https://openalex.org/W3084937280","https://openalex.org/W3091737531","https://openalex.org/W3091978650","https://openalex.org/W3092074970","https://openalex.org/W3096005429","https://openalex.org/W3100327638","https://openalex.org/W3102469298","https://openalex.org/W3107645027","https://openalex.org/W3113208842","https://openalex.org/W3122453825","https://openalex.org/W3126031428","https://openalex.org/W3130153679","https://openalex.org/W3133191822","https://openalex.org/W3136070377","https://openalex.org/W3184948059"],"related_works":["https://openalex.org/W2010336970","https://openalex.org/W4205193211","https://openalex.org/W3034364924","https://openalex.org/W3196925172","https://openalex.org/W3091613133","https://openalex.org/W2102350580","https://openalex.org/W337252817","https://openalex.org/W2095999126","https://openalex.org/W2147204676","https://openalex.org/W2787833928"],"abstract_inverted_index":{"This":[0],"research":[1],"work":[2],"introduces":[3],"a":[4],"new":[5,21],"intelligent":[6,17],"framework":[7,119],"for":[8,37,53,142],"infectious":[9],"disease":[10,45],"detection":[11,131,138],"by":[12],"exploring":[13],"various":[14],"emerging":[15],"and":[16,33,87,133],"paradigms.":[18],"We":[19],"propose":[20],"deep":[22],"learning":[23,39,70],"architectures":[24],"such":[25,83],"as":[26,84],"entity":[27],"embedding":[28],"networks,":[29,36],"long-short":[30],"term":[31],"memory,":[32],"convolution":[34],"neural":[35],"accurately":[38],"heterogeneous":[40],"medical":[41,109],"data":[42],"in":[43,76,129],"identifying":[44],"infection.":[46],"The":[47],"multi-agent":[48],"system":[49],"is":[50],"also":[51],"consolidated":[52],"increasing":[54],"the":[55,59,68,73,77,92,95,100,115,121,127,137],"autonomy":[56],"behaviours":[57],"of":[58,94,99,117,126],"proposed":[60,101],"framework,":[61],"where":[62,136],"each":[63],"agent":[64],"can":[65],"easily":[66],"share":[67],"derived":[69],"outputs":[71],"with":[72],"other":[74],"agents":[75],"system.":[78],"Furthermore,":[79],"evolutionary":[80],"computation":[81],"algorithms,":[82,86],"memetic":[85],"bee":[88],"swarm":[89],"optimization":[90],"controlled":[91],"exploration":[93],"hyper-optimization":[96],"parameter":[97],"space":[98],"framework.":[102],"Intensive":[103],"experimentation":[104],"has":[105],"been":[106],"established":[107],"on":[108],"data.":[110],"Strong":[111],"results":[112],"obtained":[113],"confirm":[114],"superiority":[116],"our":[118],"against":[120],"solutions":[122],"that":[123],"are":[124],"state":[125],"art,":[128],"both":[130],"rate,":[132],"runtime":[134],"performance,":[135],"rate":[139],"reaches":[140],"98%":[141],"handling":[143],"real":[144],"use":[145],"cases.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
