{"id":"https://openalex.org/W4404507125","doi":"https://doi.org/10.1007/s13177-024-00438-9","title":"A Traffic Anomaly Detection Method Using Traffic Flow Vectors During Heavy Rainfall","display_name":"A Traffic Anomaly Detection Method Using Traffic Flow Vectors During Heavy Rainfall","publication_year":2024,"publication_date":"2024-11-19","ids":{"openalex":"https://openalex.org/W4404507125","doi":"https://doi.org/10.1007/s13177-024-00438-9"},"language":"en","primary_location":{"id":"doi:10.1007/s13177-024-00438-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13177-024-00438-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13177-024-00438-9.pdf","source":{"id":"https://openalex.org/S118678737","display_name":"International Journal of Intelligent Transportation Systems Research","issn_l":"1348-8503","issn":["1348-8503","1868-8659"],"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":"International Journal of Intelligent Transportation Systems Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13177-024-00438-9.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051477518","display_name":"Kensuke Hirata","orcid":null},"institutions":[{"id":"https://openalex.org/I104946051","display_name":"Nihon University","ror":"https://ror.org/05jk51a88","country_code":"JP","type":"education","lineage":["https://openalex.org/I104946051"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kensuke Hirata","raw_affiliation_strings":["Department of Civil Engineering, College of Engineering, Nihon University, 1, Nakagawa, Tokusada, Tamura, Koriyama, Fukushima, 963-8642, Japan"],"raw_orcid":"https://orcid.org/0009-0004-7302-6989","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, College of Engineering, Nihon University, 1, Nakagawa, Tokusada, Tamura, Koriyama, Fukushima, 963-8642, Japan","institution_ids":["https://openalex.org/I104946051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074168901","display_name":"Yosuke Kawasaki","orcid":"https://orcid.org/0000-0001-5699-3847"},"institutions":[{"id":"https://openalex.org/I104946051","display_name":"Nihon University","ror":"https://ror.org/05jk51a88","country_code":"JP","type":"education","lineage":["https://openalex.org/I104946051"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yosuke Kawasaki","raw_affiliation_strings":["Department of Civil Engineering, College of Engineering, Nihon University, 1, Nakagawa, Tokusada, Tamura, Koriyama, Fukushima, 963-8642, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, College of Engineering, Nihon University, 1, Nakagawa, Tokusada, Tamura, Koriyama, Fukushima, 963-8642, Japan","institution_ids":["https://openalex.org/I104946051"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022824333","display_name":"Takahiro Yoshida","orcid":"https://orcid.org/0000-0001-8741-5345"},"institutions":[{"id":"https://openalex.org/I1308952385","display_name":"Ministry of Land, Infrastructure, Transport and Tourism","ror":"https://ror.org/00b0p4j69","country_code":"JP","type":"government","lineage":["https://openalex.org/I1308952385"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takahiro Yoshida","raw_affiliation_strings":["Road Department,Tohoku Regional Development Bureau, Ministry of Land, Infrastructure, Transport and Tourism, 3-3-1, Aobaku, Honmachi, Sendai, Miyagi, 980-8602, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Road Department,Tohoku Regional Development Bureau, Ministry of Land, Infrastructure, Transport and Tourism, 3-3-1, Aobaku, Honmachi, Sendai, Miyagi, 980-8602, Japan","institution_ids":["https://openalex.org/I1308952385"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051477518"],"corresponding_institution_ids":["https://openalex.org/I104946051"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17482489,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":"1","first_page":"91","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9933000206947327,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9897000193595886,"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/anomaly-detection","display_name":"Anomaly detection","score":0.6238484978675842},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.585198163986206},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.49850893020629883},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4912051558494568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4365793466567993},{"id":"https://openalex.org/keywords/heavy-traffic","display_name":"Heavy traffic","score":0.43319591879844666},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.30874133110046387},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2811276316642761},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26269644498825073},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10710182785987854},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09218725562095642}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6238484978675842},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.585198163986206},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.49850893020629883},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4912051558494568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4365793466567993},{"id":"https://openalex.org/C3017960815","wikidata":"https://www.wikidata.org/wiki/Q1592638","display_name":"Heavy traffic","level":2,"score":0.43319591879844666},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.30874133110046387},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2811276316642761},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26269644498825073},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10710182785987854},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09218725562095642},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13177-024-00438-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13177-024-00438-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13177-024-00438-9.pdf","source":{"id":"https://openalex.org/S118678737","display_name":"International Journal of Intelligent Transportation Systems Research","issn_l":"1348-8503","issn":["1348-8503","1868-8659"],"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":"International Journal of Intelligent Transportation Systems Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s13177-024-00438-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13177-024-00438-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13177-024-00438-9.pdf","source":{"id":"https://openalex.org/S118678737","display_name":"International Journal of Intelligent Transportation Systems Research","issn_l":"1348-8503","issn":["1348-8503","1868-8659"],"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":"International Journal of Intelligent Transportation Systems Research","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G3321078805","display_name":null,"funder_award_id":"JP22K04356","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404507125.pdf","grobid_xml":"https://content.openalex.org/works/W4404507125.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1976040640","https://openalex.org/W1991282039","https://openalex.org/W2019777475","https://openalex.org/W2048389468","https://openalex.org/W2057301737","https://openalex.org/W3124230663","https://openalex.org/W4230759094","https://openalex.org/W4390430471","https://openalex.org/W4394982379","https://openalex.org/W6657137348"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"torrential":[2],"rain":[3,29,131],"disasters,":[4],"affected":[5],"areas":[6,142],"are":[7],"identified":[8],"through":[9,62],"reporting":[10],"and":[11,52,88,90,114,133],"patrolling;":[12],"however,":[13],"traffic":[14,23,43,83,97,124],"monitoring":[15],"remains":[16],"a":[17,22,129,145],"challenge.":[18],"This":[19],"study":[20],"establishes":[21],"anomaly":[24],"detection":[25],"method":[26,41,59,78,120],"during":[27,36,128],"heavy":[28,130],"disasters.":[30],"Using":[31],"probe":[32],"trajectory":[33],"data":[34],"collected":[35],"such":[37,85],"events,":[38],"the":[39,57,76,100,137,149],"proposed":[40,58,66,77,101,119],"captures":[42],"flow":[44],"characteristics":[45],"using":[46],"directional":[47],"vectors":[48],"of":[49,56,116,140,148],"road":[50],"inflow":[51],"outflow.":[53],"The":[54,68,118],"effectiveness":[55],"was":[60],"evaluated":[61],"comparisons":[63],"with":[64,73],"previously":[65],"methods.":[67],"results":[69],"confirmed":[70],"that":[71,126],"compared":[72],"existing":[74],"methods,":[75],"could":[79],"more":[80],"accurately":[81],"detect":[82,95,122],"anomalies,":[84],"as":[86],"U-turns":[87],"detours,":[89],"can":[91,121],"be":[92],"used":[93],"to":[94,136],"other":[96],"anomalies.":[98],"Moreover,":[99],"model":[102],"necessitates":[103],"minimal":[104],"calibration":[105],"effort":[106],"because":[107],"it":[108],"requires":[109],"only":[110],"two":[111],"parameters\u2014time":[112],"step":[113],"rate":[115],"change.":[117],"various":[123],"anomalies":[125],"occur":[127],"disaster":[132],"will":[134],"contribute":[135],"early":[138],"restoration":[139],"damaged":[141],"by":[143],"providing":[144],"detailed":[146],"understanding":[147],"damage":[150],"situation.":[151]},"counts_by_year":[],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}