{"id":"https://openalex.org/W3215339282","doi":"https://doi.org/10.3390/s21227705","title":"Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System","display_name":"Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System","publication_year":2021,"publication_date":"2021-11-19","ids":{"openalex":"https://openalex.org/W3215339282","doi":"https://doi.org/10.3390/s21227705","mag":"3215339282","pmid":"https://pubmed.ncbi.nlm.nih.gov/34833794"},"language":"en","primary_location":{"id":"doi:10.3390/s21227705","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21227705","pdf_url":"https://www.mdpi.com/1424-8220/21/22/7705/pdf?version=1637341508","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/22/7705/pdf?version=1637341508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108052744","display_name":"Selim Reza","orcid":"https://orcid.org/0000-0002-2877-2980"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Selim Reza","raw_affiliation_strings":["Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, s/n, 4200-465 Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, s/n, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004997945","display_name":"Hugo S. Oliveira","orcid":"https://orcid.org/0000-0002-4948-550X"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Hugo S. Oliveira","raw_affiliation_strings":["Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, s/n, 4200-465 Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, s/n, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045379032","display_name":"Jos\u00e9 J. M. Machado","orcid":"https://orcid.org/0000-0002-1094-0114"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 J. M. Machado","raw_affiliation_strings":["Departamento de Engenharia Mec\u00e2nica, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, s/n, 4200-465 Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia Mec\u00e2nica, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, s/n, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056546246","display_name":"Jo\u00e3o Manuel R. S. Tavares","orcid":"https://orcid.org/0000-0001-7603-6526"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o Manuel R. S. Tavares","raw_affiliation_strings":["Departamento de Engenharia Mec\u00e2nica, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, s/n, 4200-465 Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia Mec\u00e2nica, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, s/n, 4200-465 Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056546246"],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.67,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.89111089,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"21","issue":"22","first_page":"7705","last_page":"7705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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":1.0,"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"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/intersection","display_name":"Intersection (aeronautics)","score":0.6339492797851562},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6006489396095276},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5796564817428589},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5067306160926819},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.46440553665161133},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.41068702936172485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3652041554450989},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3501509428024292},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3436417579650879},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30180057883262634}],"concepts":[{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6339492797851562},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6006489396095276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5796564817428589},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5067306160926819},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.46440553665161133},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.41068702936172485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3652041554450989},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3501509428024292},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3436417579650879},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30180057883262634},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s21227705","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21227705","pdf_url":"https://www.mdpi.com/1424-8220/21/22/7705/pdf?version=1637341508","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34833794","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34833794","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:0af2940407e4434abd0b13b9b8af084a","is_oa":true,"landing_page_url":"https://doaj.org/article/0af2940407e4434abd0b13b9b8af084a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 22, p 7705 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/22/7705/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21227705","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 21; Issue 22; Pages: 7705","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8623406","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8623406","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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:repositorio-aberto.up.pt:10216/137879","is_oa":true,"landing_page_url":"https://hdl.handle.net/10216/137879","pdf_url":null,"source":{"id":"https://openalex.org/S4306401934","display_name":"Open Repository of the University of Porto (University of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I182534213","host_organization_name":"Universidade do Porto","host_organization_lineage":["https://openalex.org/I182534213"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"other"}],"best_oa_location":{"id":"doi:10.3390/s21227705","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21227705","pdf_url":"https://www.mdpi.com/1424-8220/21/22/7705/pdf?version=1637341508","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3215339282.pdf","grobid_xml":"https://content.openalex.org/works/W3215339282.grobid-xml"},"referenced_works_count":160,"referenced_works":["https://openalex.org/W109362894","https://openalex.org/W228611095","https://openalex.org/W626724867","https://openalex.org/W627149813","https://openalex.org/W1127331733","https://openalex.org/W1130291035","https://openalex.org/W1529404569","https://openalex.org/W1543835664","https://openalex.org/W1544613517","https://openalex.org/W1572240418","https://openalex.org/W1605343822","https://openalex.org/W1836902361","https://openalex.org/W1966271172","https://openalex.org/W1967681834","https://openalex.org/W1972923699","https://openalex.org/W1986529982","https://openalex.org/W1988489815","https://openalex.org/W1991401171","https://openalex.org/W1996457660","https://openalex.org/W2000100715","https://openalex.org/W2004353783","https://openalex.org/W2007894170","https://openalex.org/W2012051283","https://openalex.org/W2013534088","https://openalex.org/W2014843617","https://openalex.org/W2015817066","https://openalex.org/W2015940366","https://openalex.org/W2016417662","https://openalex.org/W2021229894","https://openalex.org/W2022686149","https://openalex.org/W2029050814","https://openalex.org/W2030188039","https://openalex.org/W2032717371","https://openalex.org/W2033254849","https://openalex.org/W2036785686","https://openalex.org/W2040286344","https://openalex.org/W2051423215","https://openalex.org/W2059128538","https://openalex.org/W2064675550","https://openalex.org/W2069713106","https://openalex.org/W2074500080","https://openalex.org/W2078895652","https://openalex.org/W2082533141","https://openalex.org/W2085740461","https://openalex.org/W2088903070","https://openalex.org/W2100015268","https://openalex.org/W2109199369","https://openalex.org/W2112479936","https://openalex.org/W2114531005","https://openalex.org/W2122241715","https://openalex.org/W2124657875","https://openalex.org/W2127963707","https://openalex.org/W2128431497","https://openalex.org/W2129308996","https://openalex.org/W2144397661","https://openalex.org/W2144623333","https://openalex.org/W2148332239","https://openalex.org/W2148517950","https://openalex.org/W2156793027","https://openalex.org/W2166009976","https://openalex.org/W2169424991","https://openalex.org/W2302719757","https://openalex.org/W2313159919","https://openalex.org/W2341354719","https://openalex.org/W2380729530","https://openalex.org/W2413688291","https://openalex.org/W2460404912","https://openalex.org/W2467914952","https://openalex.org/W2504266609","https://openalex.org/W2505198155","https://openalex.org/W2556948900","https://openalex.org/W2565527235","https://openalex.org/W2565612488","https://openalex.org/W2572939427","https://openalex.org/W2573587735","https://openalex.org/W2575125657","https://openalex.org/W2579495707","https://openalex.org/W2593182953","https://openalex.org/W2600683524","https://openalex.org/W2604472983","https://openalex.org/W2607861841","https://openalex.org/W2613331518","https://openalex.org/W2614031764","https://openalex.org/W2695427614","https://openalex.org/W2724431948","https://openalex.org/W2731150448","https://openalex.org/W2756203131","https://openalex.org/W2757185615","https://openalex.org/W2761656023","https://openalex.org/W2767849985","https://openalex.org/W2770890411","https://openalex.org/W2772056084","https://openalex.org/W2787296575","https://openalex.org/W2884128153","https://openalex.org/W2889516516","https://openalex.org/W2889793454","https://openalex.org/W2897763786","https://openalex.org/W2899160797","https://openalex.org/W2903170623","https://openalex.org/W2907400790","https://openalex.org/W2913894912","https://openalex.org/W2916752133","https://openalex.org/W2922653089","https://openalex.org/W2935793130","https://openalex.org/W2950870576","https://openalex.org/W2954809839","https://openalex.org/W2963420343","https://openalex.org/W2963809228","https://openalex.org/W2963995014","https://openalex.org/W2965260211","https://openalex.org/W2966126767","https://openalex.org/W2966354409","https://openalex.org/W2968450801","https://openalex.org/W2969644280","https://openalex.org/W2973546771","https://openalex.org/W2974061428","https://openalex.org/W2982470942","https://openalex.org/W2982532627","https://openalex.org/W2983771625","https://openalex.org/W2986595349","https://openalex.org/W2991551225","https://openalex.org/W2994901268","https://openalex.org/W2995119247","https://openalex.org/W3016030466","https://openalex.org/W3034408619","https://openalex.org/W3036833869","https://openalex.org/W3046060481","https://openalex.org/W3048955471","https://openalex.org/W3087389220","https://openalex.org/W3089455909","https://openalex.org/W3095528683","https://openalex.org/W3096224879","https://openalex.org/W3096622037","https://openalex.org/W3096831136","https://openalex.org/W3101978253","https://openalex.org/W3102294561","https://openalex.org/W3102711066","https://openalex.org/W3103305799","https://openalex.org/W3103720336","https://openalex.org/W3107328345","https://openalex.org/W3122881331","https://openalex.org/W3133129631","https://openalex.org/W3133741656","https://openalex.org/W3134382517","https://openalex.org/W3138470746","https://openalex.org/W3138688069","https://openalex.org/W3153390936","https://openalex.org/W3153985138","https://openalex.org/W3155305895","https://openalex.org/W3155625271","https://openalex.org/W3157298386","https://openalex.org/W4229644313","https://openalex.org/W4235501218","https://openalex.org/W4248090385","https://openalex.org/W6638824847","https://openalex.org/W6659849045","https://openalex.org/W6660592264","https://openalex.org/W6785761921","https://openalex.org/W6794324834","https://openalex.org/W6811547993"],"related_works":["https://openalex.org/W2348909947","https://openalex.org/W4375867731","https://openalex.org/W4292672442","https://openalex.org/W2362101859","https://openalex.org/W2791431590","https://openalex.org/W2941610985","https://openalex.org/W4235810826","https://openalex.org/W3000105423","https://openalex.org/W2350688482","https://openalex.org/W2122135111"],"abstract_inverted_index":{"With":[0],"the":[1,21,65,72,86,95,100,131,145,155,164,217],"rapid":[2],"growth":[3],"and":[4,11,42,53,99,126,134,171,185,234],"development":[5],"of":[6,23,32,67,74,92,97,102,163,216],"cities,":[7],"Intelligent":[8],"Traffic":[9],"Management":[10],"Control":[12],"(ITMC)":[13],"is":[14,222],"becoming":[15],"a":[16,29,40,160,224],"fundamental":[17],"component":[18],"to":[19,36,58,63,83,105,116,129,137,153,167,213],"address":[20,117,154],"challenges":[22],"modern":[24],"urban":[25],"traffic":[26,49,68,75,80,121,132,168,182],"management,":[27,122],"where":[28],"wide":[30],"range":[31],"daily":[33],"problems":[34,119],"need":[35],"be":[37,204,231],"addressed":[38],"in":[39,150,236],"prompt":[41],"expedited":[43],"manner.":[44],"Issues":[45],"such":[46],"as":[47],"unpredictable":[48],"dynamics,":[50],"resource":[51],"constraints,":[52],"abnormal":[54],"events":[55],"pose":[56],"difficulties":[57],"city":[59],"managers.":[60],"ITMC":[61,93],"aims":[62],"increase":[64],"efficiency":[66],"management":[69],"by":[70,77,206],"minimizing":[71],"odds":[73],"problems,":[76,157],"providing":[78],"real-time":[79],"state":[81,133,169,183],"forecasts":[82],"better":[84],"schedule":[85],"intersection":[87,139],"signal":[88,187],"controls.":[89],"Reliable":[90],"implementations":[91],"improve":[94],"safety":[96],"inhabitants":[98],"quality":[101],"life,":[103],"leading":[104,212],"economic":[106],"growth.":[107],"In":[108],"recent":[109],"years,":[110],"researchers":[111],"have":[112],"proposed":[113],"different":[114],"solutions":[115],"specific":[118],"concerning":[120],"ranging":[123],"from":[124],"image-processing":[125],"deep-learning":[127],"techniques":[128],"forecasting":[130],"deriving":[135],"policies":[136],"control":[138,188],"signals.":[140],"This":[141],"review":[142],"article":[143],"studies":[144],"primary":[146],"public":[147],"datasets":[148],"helpful":[149],"developing":[151],"models":[152,229],"identified":[156],"complemented":[158],"with":[159],"deep":[161],"analysis":[162,175],"works":[165],"related":[166],"forecast":[170,184],"intersection-signal-control":[172],"models.":[173],"Our":[174],"found":[176],"that":[177],"deep-learning-based":[178],"approaches":[179],"for":[180,195],"short-term":[181],"multi-intersection":[186],"showed":[189],"reasonable":[190],"results,":[191],"but":[192],"lacked":[193],"robustness":[194],"unusual":[196],"scenarios,":[197],"particularly":[198],"during":[199],"oversaturated":[200],"situations,":[201],"which":[202],"can":[203,230],"resolved":[205],"explicitly":[207],"addressing":[208],"these":[209,228],"cases,":[210],"potentially":[211],"significant":[214],"improvements":[215],"systems":[218],"overall.":[219],"However,":[220],"there":[221],"arguably":[223],"long":[225],"path":[226],"until":[227],"used":[232],"safely":[233],"effectively":[235],"real-world":[237],"scenarios.":[238]},"counts_by_year":[{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
