{"id":"https://openalex.org/W4408402374","doi":"https://doi.org/10.1109/menacomm62946.2025.10910975","title":"Accurate AI-Driven Emergency Vehicle Location Tracking in Healthcare ITS\u2019s Digital Twin","display_name":"Accurate AI-Driven Emergency Vehicle Location Tracking in Healthcare ITS\u2019s Digital Twin","publication_year":2025,"publication_date":"2025-02-20","ids":{"openalex":"https://openalex.org/W4408402374","doi":"https://doi.org/10.1109/menacomm62946.2025.10910975"},"language":"en","primary_location":{"id":"doi:10.1109/menacomm62946.2025.10910975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm62946.2025.10910975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5019367359","display_name":"Sarah Al\u2013Shareeda","orcid":"https://orcid.org/0000-0001-6337-0453"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sarah Al-Shareeda","raw_affiliation_strings":["Istanbul Technical University,Department of AI and Data Engineering,Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of AI and Data Engineering,Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yasar Celik","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yasar Celik","raw_affiliation_strings":["Istanbul Technical University,Department of AI and Data Engineering,Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of AI and Data Engineering,Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bilge Bilgili","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bilge Bilgili","raw_affiliation_strings":["Istanbul Technical University,Department of AI and Data Engineering,Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Department of AI and Data Engineering,Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023246930","display_name":"Ahmed Al\u2010Dubai","orcid":"https://orcid.org/0000-0001-9758-5540"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmed Al-Dubai","raw_affiliation_strings":["Edinburgh Napier University,School of Computing, Engineering and The Built Environment,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University,School of Computing, Engineering and The Built Environment,UK","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048431501","display_name":"Berk Canberk","orcid":"https://orcid.org/0000-0001-6472-1737"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Berk Canberk","raw_affiliation_strings":["Edinburgh Napier University,School of Computing, Engineering and The Built Environment,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University,School of Computing, Engineering and The Built Environment,UK","institution_ids":["https://openalex.org/I251738"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.838699996471405,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.838699996471405,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/health-care","display_name":"Health care","score":0.5717574954032898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.565402090549469},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4189889430999756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40236896276474},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36795759201049805},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17877689003944397},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10493054986000061}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5717574954032898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.565402090549469},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4189889430999756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40236896276474},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36795759201049805},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17877689003944397},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10493054986000061},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/menacomm62946.2025.10910975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/menacomm62946.2025.10910975","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/67536","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/67536","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:repository@napier.ac.uk:4231071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/MENACOMM62946.2025.10910975","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W3214905160","https://openalex.org/W4205216934","https://openalex.org/W4313525855","https://openalex.org/W4315629814","https://openalex.org/W4323338560","https://openalex.org/W4324290859","https://openalex.org/W4392905327","https://openalex.org/W6882700485"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Creating":[0],"a":[1,12,52,88,128],"Digital":[2],"Twin":[3],"(DT)":[4],"for":[5],"Healthcare":[6],"Intelligent":[7],"Transportation":[8],"Systems":[9],"(HITS)":[10],"is":[11,40],"hot":[13],"research":[14],"trend":[15],"focusing":[16],"on":[17,33,127],"enhancing":[18],"HITS":[19,180],"management,":[20],"particularly":[21],"in":[22,65,102,139,162,178],"emergencies":[23],"where":[24],"ambulance":[25],"vehicles":[26],"must":[27],"arrive":[28],"at":[29],"the":[30,43,47,57,66,97,103,118,122,151,165,169],"crash":[31],"scene":[32],"time,":[34],"and":[35,59,82,133,141,158],"tracking":[36],"their":[37,112],"real-time":[38,50,176],"location":[39,68,101],"crucial":[41],"to":[42,63,95,184],"medical":[44,98],"authorities.":[45],"Despite":[46],"claim":[48],"of":[49,153],"representation,":[51],"temporal":[53],"misalignment":[54],"persists":[55],"between":[56,121],"physical":[58,113],"virtual":[60,104,109],"domains,":[61],"leading":[62],"discrepancies":[64],"ambulance\u2019s":[67],"representation.":[69],"This":[70,172],"study":[71],"proposes":[72],"integrating":[73],"AI":[74],"predictive":[75],"models,":[76],"specifically":[77],"Support":[78],"Vector":[79],"Regression":[80],"(SVR)":[81],"Deep":[83],"Neural":[84],"Networks":[85],"(DNN),":[86],"within":[87,168],"constructed":[89],"mock":[90],"DT":[91],"data":[92],"pipeline":[93],"framework":[94],"anticipate":[96],"vehicle\u2019s":[99],"next":[100],"world.":[105],"These":[106],"models":[107],"align":[108],"representations":[110],"with":[111],"counterparts,":[114],"i.e.,":[115],"metaphorically":[116],"offsetting":[117],"synchronization":[119,177],"delay":[120],"two":[123],"worlds.":[124],"Trained":[125],"meticulously":[126],"historical":[129],"geospatial":[130],"dataset,":[131],"SVR":[132,157],"DNN":[134],"exhibit":[135],"exceptional":[136],"prediction":[137],"accuracy":[138],"MATLAB":[140],"Python":[142],"environments.":[143],"Through":[144],"various":[145],"testing":[146],"scenarios,":[147],"we":[148],"visually":[149],"demonstrate":[150],"efficacy":[152],"our":[154],"methodology,":[155],"showcasing":[156],"DNN\u2019s":[159],"key":[160],"role":[161],"significantly":[163],"reducing":[164],"witnessed":[166],"gap":[167],"HITS\u2019s":[170],"DT.":[171],"transformative":[173],"approach":[174],"enhances":[175],"emergency":[179],"by":[181],"approximately":[182],"88%":[183],"93%.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}