{"id":"https://openalex.org/W4407690569","doi":"https://doi.org/10.1109/access.2025.3542847","title":"Conjecture Interaction Optimization Model for Intelligent Transportation Systems in Smart Cities Using Reciprocated Multi-Instance Learning for Road Traffic Management","display_name":"Conjecture Interaction Optimization Model for Intelligent Transportation Systems in Smart Cities Using Reciprocated Multi-Instance Learning for Road Traffic Management","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407690569","doi":"https://doi.org/10.1109/access.2025.3542847"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3542847","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3542847","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3542847","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114599926","display_name":"Abdullah Faiz Al Asmari","orcid":"https://orcid.org/0000-0001-5949-8155"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdullah Faiz Al Asmari","raw_affiliation_strings":["Civil Engineering Department, College of Engineering, King Khalid University, Abha, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-5949-8155","affiliations":[{"raw_affiliation_string":"Civil Engineering Department, College of Engineering, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037405827","display_name":"Ahmed Almutairi","orcid":"https://orcid.org/0009-0001-7564-9942"},"institutions":[{"id":"https://openalex.org/I195631090","display_name":"Majmaah University","ror":"https://ror.org/01mcrnj60","country_code":"SA","type":"education","lineage":["https://openalex.org/I195631090"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmed Almutairi","raw_affiliation_strings":["Department of Civil and Environmental Engineering, College of Engineering, Majmaah University, Majmaah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0009-0001-7564-9942","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, College of Engineering, Majmaah University, Majmaah, Saudi Arabia","institution_ids":["https://openalex.org/I195631090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002198529","display_name":"Fayez Alanazi","orcid":"https://orcid.org/0000-0003-2975-3711"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fayez Alanazi","raw_affiliation_strings":["Civil Engineering Department, College of Engineering, Jouf University, Sakaka, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-2975-3711","affiliations":[{"raw_affiliation_string":"Civil Engineering Department, College of Engineering, Jouf University, Sakaka, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094203997","display_name":"Tariq Alqubaysi","orcid":"https://orcid.org/0009-0002-5049-1189"},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Tariq Alqubaysi","raw_affiliation_strings":["Department of Civil Engineering, College of Engineering, Northern Border University, Arar, Saudi Arabia"],"raw_orcid":"https://orcid.org/0009-0002-5049-1189","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, College of Engineering, Northern Border University, Arar, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064456444","display_name":"Ammar Armghan","orcid":"https://orcid.org/0000-0002-9062-7493"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ammar Armghan","raw_affiliation_strings":["Department of Electrical Engineering, College of Engineering, Jouf University, Sakaka, Saudi Arabia","Department Department of Electrical Engineering. College of Engineering, Jouf University, Sakaka, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-9062-7493","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, Jouf University, Sakaka, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]},{"raw_affiliation_string":"Department Department of Electrical Engineering. College of Engineering, Jouf University, Sakaka, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.4911,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91739994,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"34539","last_page":"34562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.911899983882904,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.911899983882904,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.7068854570388794},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6375913619995117},{"id":"https://openalex.org/keywords/conjecture","display_name":"Conjecture","score":0.5339571237564087},{"id":"https://openalex.org/keywords/advanced-traffic-management-system","display_name":"Advanced Traffic Management System","score":0.5168938636779785},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3538081645965576},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17165443301200867},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11384397745132446}],"concepts":[{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.7068854570388794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6375913619995117},{"id":"https://openalex.org/C2780990831","wikidata":"https://www.wikidata.org/wiki/Q319141","display_name":"Conjecture","level":2,"score":0.5339571237564087},{"id":"https://openalex.org/C42693407","wikidata":"https://www.wikidata.org/wiki/Q4686317","display_name":"Advanced Traffic Management System","level":3,"score":0.5168938636779785},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3538081645965576},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17165443301200867},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11384397745132446},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3542847","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3542847","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:18c850a25ecd4ccab1f58fc37d254f3e","is_oa":true,"landing_page_url":"https://doaj.org/article/18c850a25ecd4ccab1f58fc37d254f3e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 34539-34562 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3542847","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3542847","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G1776390718","display_name":null,"funder_award_id":"RGP2/306/45","funder_id":"https://openalex.org/F4320324433","funder_display_name":"King Khalid University"}],"funders":[{"id":"https://openalex.org/F4320324433","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W4212789831","https://openalex.org/W4285174196","https://openalex.org/W4285228658","https://openalex.org/W4293195584","https://openalex.org/W4296872426","https://openalex.org/W4297054253","https://openalex.org/W4312714733","https://openalex.org/W4313168581","https://openalex.org/W4313306329","https://openalex.org/W4317815242","https://openalex.org/W4362496378","https://openalex.org/W4366779217","https://openalex.org/W4377824083","https://openalex.org/W4378620028","https://openalex.org/W4378620127","https://openalex.org/W4381798851","https://openalex.org/W4384297406","https://openalex.org/W4385424920","https://openalex.org/W4385803534","https://openalex.org/W4386422224","https://openalex.org/W4387250101","https://openalex.org/W4387697025","https://openalex.org/W4388505102","https://openalex.org/W4388831687","https://openalex.org/W4389740079","https://openalex.org/W4390769907","https://openalex.org/W4391407164","https://openalex.org/W4391480512","https://openalex.org/W4391577397","https://openalex.org/W4391913514","https://openalex.org/W4392263462","https://openalex.org/W4396725842","https://openalex.org/W4399419889","https://openalex.org/W4399728019","https://openalex.org/W4401630190","https://openalex.org/W4401684817"],"related_works":["https://openalex.org/W3158831960","https://openalex.org/W2521728836","https://openalex.org/W3094593199","https://openalex.org/W4399654348","https://openalex.org/W2008793610","https://openalex.org/W2893934742","https://openalex.org/W2077294583","https://openalex.org/W4310082270","https://openalex.org/W4315796051","https://openalex.org/W2328571576"],"abstract_inverted_index":{"Intelligent":[0],"Transportation":[1],"Systems":[2],"(ITS)":[3],"routing":[4,68,91,137,180,204,256],"in":[5,51,155],"smart":[6,160],"cities":[7],"is":[8,49,165,219],"planned":[9],"and":[10,17,26,38,62,74,92,115,121,143,151,201,242,255],"maintained":[11],"based":[12,75,213,229],"on":[13,76,86,214,230],"vehicle":[14,88,108],"communication,":[15],"demands,":[16],"terminal":[18,81],"interaction.":[19],"The":[20,70,90,124,162,179,217,258],"influencing":[21],"factors,":[22],"such":[23],"as":[24,266],"road":[25],"traffic":[27,63,93,149,157,191,211,223,254,271],"conditions,":[28],"demand":[29],"a":[30,41],"prior":[31],"conjecture":[32,200],"to":[33,82,110,167,224,280],"improve":[34,83],"transportation,":[35],"navigation":[36],"comfort,":[37],"efficiency.":[39,69],"Therefore,":[40,232],"Conjecture":[42],"Interaction":[43],"Optimization":[44],"Model":[45],"using":[46,98],"terminal-communication":[47],"assistance":[48],"introduced":[50],"this":[52,268],"article.":[53],"This":[54,246],"model":[55,247,263,269],"accounts":[56],"for":[57,65,118,159,285],"the":[58,77,84,112,131,136,169,176,182,193,199,202,233,240,249,261,286],"road\u2019s":[59],"physical":[60],"condition":[61],"density":[64],"setting":[66],"up":[67],"priorities":[71],"are":[72,96,237,264],"dynamic":[73,87,156],"nearest":[78],"assisting/":[79],"communicating":[80,177],"forecast":[85],"routing.":[89],"avoidance":[94,150],"decisions":[95],"pursued":[97],"reciprocated":[99],"multi-instance":[100,128],"convergence":[101,153,163,194,208,252],"learning":[102,129],"(RMICL).":[103],"RMICL":[104],"algorithm":[105,126],"optimizes":[106],"real-time":[107],"communication":[109],"analyze":[111],"vehicles\u2019":[113],"active":[114],"discarded":[116,215],"interactions":[117],"minimum":[119],"delay":[120],"route":[122,172,227],"refinement.":[123],"MIL":[125],"integrates":[127],"into":[130],"interaction":[132,278],"labelling":[133],"process,":[134],"enhancing":[135],"prediction":[138],"by":[139,273],"differentiating":[140],"between":[141,198],"reliable":[142],"erroneous":[144],"data.":[145],"It":[146],"considers":[147],"improved":[148],"ensuring":[152],"robustness":[154],"management":[158],"cities.":[161],"optimization":[164],"used":[166],"identify":[168,210],"low":[170,222],"latency":[171],"decision":[173,251],"outcomes":[174],"from":[175,221],"terminal.":[178],"identifies":[181],"possible":[183],"combination":[184],"of":[185,235,260],"available":[186],"interacting":[187],"terminals":[188],"with":[189,239],"precision":[190],"forecast;":[192],"must":[195],"be":[196],"slight":[197],"actual":[203],"traffic.":[205],"Contrarily,":[206],"reverse":[207,243],"instances":[209],"locations":[212],"interactions.":[216],"process":[218],"iterated":[220],"highly":[225],"interactive":[226],"searches":[228],"location.":[231],"characteristics":[234],"conjectures":[236],"updated":[238],"forward":[241],"reciprocation":[244],"instances.":[245],"leverages":[248],"ITS":[250],"over":[253],"efficiencies.":[257],"results":[259],"proposed":[262],"identified":[265],"follows:":[267],"improves":[270],"detection":[272],"10.76%":[274],"through":[275],"11.67%":[276],"high":[277],"throughput":[279],"reduce":[281],"12.66%":[282],"travel":[283],"time":[284],"distance-covered":[287],"variant.":[288]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
