{"id":"https://openalex.org/W4390482275","doi":"https://doi.org/10.1109/cis-ram55796.2023.10370973","title":"Traffic Incident Generation And Supervised Learning Based Detection Via A Microscopic Simulation Platform","display_name":"Traffic Incident Generation And Supervised Learning Based Detection Via A Microscopic Simulation Platform","publication_year":2023,"publication_date":"2023-06-09","ids":{"openalex":"https://openalex.org/W4390482275","doi":"https://doi.org/10.1109/cis-ram55796.2023.10370973"},"language":"en","primary_location":{"id":"doi:10.1109/cis-ram55796.2023.10370973","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cis-ram55796.2023.10370973","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM)","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/A5081110905","display_name":"Huan Yang","orcid":"https://orcid.org/0000-0001-5810-0248"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Huan Yang","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026062552","display_name":"Han Zhao","orcid":"https://orcid.org/0000-0003-0680-9479"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Han Zhao","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455539","display_name":"Guoqiang Liu","orcid":"https://orcid.org/0000-0002-0334-9510"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guoqiang Liu","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698936","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0002-9750-324X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083472752","display_name":"Danwei Wang","orcid":"https://orcid.org/0000-0001-9669-4622"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Danwei Wang","raw_affiliation_strings":["Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,639798","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":1.2215,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81310486,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"146","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/vissim","display_name":"VisSim","score":0.79637610912323},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7476211786270142},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.6849637031555176},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.646384596824646},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5643711686134338},{"id":"https://openalex.org/keywords/traffic-simulation","display_name":"Traffic simulation","score":0.5245723724365234},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5142444968223572},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5119069814682007},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.49848008155822754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4255641996860504},{"id":"https://openalex.org/keywords/floating-car-data","display_name":"Floating car data","score":0.4197740852832794},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.41343462467193604},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4100247621536255},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.39262792468070984},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.32507243752479553},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.26844388246536255},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16801530122756958},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.144342839717865},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.07480219006538391}],"concepts":[{"id":"https://openalex.org/C2775988433","wikidata":"https://www.wikidata.org/wiki/Q369244","display_name":"VisSim","level":3,"score":0.79637610912323},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7476211786270142},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.6849637031555176},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.646384596824646},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5643711686134338},{"id":"https://openalex.org/C2778391309","wikidata":"https://www.wikidata.org/wiki/Q7832527","display_name":"Traffic simulation","level":3,"score":0.5245723724365234},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5142444968223572},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5119069814682007},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.49848008155822754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4255641996860504},{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.4197740852832794},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.41343462467193604},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4100247621536255},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.39262792468070984},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.32507243752479553},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.26844388246536255},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16801530122756958},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.144342839717865},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.07480219006538391},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2780015235","wikidata":"https://www.wikidata.org/wiki/Q1934035","display_name":"Microsimulation","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cis-ram55796.2023.10370973","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cis-ram55796.2023.10370973","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Cybernetics and Intelligent Systems (CIS) and IEEE Conference on Robotics, Automation and Mechatronics (RAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1507697757","https://openalex.org/W1522301498","https://openalex.org/W1567302070","https://openalex.org/W1570738611","https://openalex.org/W2022635106","https://openalex.org/W2115972319","https://openalex.org/W2147350962","https://openalex.org/W2156163116","https://openalex.org/W2172174689","https://openalex.org/W2568474183","https://openalex.org/W2734883361","https://openalex.org/W2904854020","https://openalex.org/W2963048283","https://openalex.org/W3022790097","https://openalex.org/W3113826484","https://openalex.org/W3168667848","https://openalex.org/W6630452646","https://openalex.org/W6631190155","https://openalex.org/W6634053702","https://openalex.org/W6681813608","https://openalex.org/W6731962829"],"related_works":["https://openalex.org/W2392193087","https://openalex.org/W2392121277","https://openalex.org/W4241826175","https://openalex.org/W2096070584","https://openalex.org/W2356232345","https://openalex.org/W2082014842","https://openalex.org/W4386171236","https://openalex.org/W3167113985","https://openalex.org/W642839264","https://openalex.org/W2040411888"],"abstract_inverted_index":{"An":[0],"effective":[1],"automatic":[2],"incident":[3,25,78,97],"detection":[4,26,79],"(AID)":[5],"method":[6,27,65],"is":[7],"vital":[8],"in":[9,32],"the":[10,30,50,67,84,91,117,122],"intelligent":[11],"transportation":[12],"system.":[13],"This":[14],"paper":[15,94],"presents":[16],"an":[17,59,96],"online":[18,77],"Convolutional":[19],"Neural":[20],"Network":[21],"(CNN)":[22],"based":[23,120],"traffic":[24,39,51,123,128],"to":[28],"detect":[29],"incidents":[31],"urban":[33],"networks":[34],"by":[35,82,113,126],"three":[36],"types":[37],"of":[38,47,69],"flow":[40,52],"data":[41,53],"(traffic":[42],"volume,":[43],"speed":[44],"and":[45,109,119],"acceleration":[46],"vehicles).":[48],"Regarding":[49],"during":[54],"a":[55,102],"time":[56,85],"period":[57],"as":[58],"image":[60,74],"with":[61,73],"RGB":[62],"channels,":[63],"this":[64,93],"employs":[66],"idea":[68],"CNN":[70],"for":[71],"dealing":[72],"classification.":[75],"The":[76,107],"was":[80],"realized":[81],"using":[83],"sliding":[86],"window":[87],"technique.":[88],"For":[89],"testing":[90],"performance,":[92],"develops":[95],"generation":[98],"simulation":[99,104,118],"model":[100],"via":[101],"microscopic":[103],"platform":[105],"VISSIM.":[106],"effectiveness":[108],"efficiency":[110],"are":[111],"demonstrated":[112],"several":[114],"experiments":[115],"through":[116],"on":[121],"demand":[124],"estimated":[125],"true":[127],"flow.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
