{"id":"https://openalex.org/W4367595625","doi":"https://doi.org/10.1080/15472450.2023.2205022","title":"Dynamic mode decomposition type algorithms for modeling and predicting queue lengths at signalized intersections with short lookback","display_name":"Dynamic mode decomposition type algorithms for modeling and predicting queue lengths at signalized intersections with short lookback","publication_year":2023,"publication_date":"2023-05-01","ids":{"openalex":"https://openalex.org/W4367595625","doi":"https://doi.org/10.1080/15472450.2023.2205022"},"language":"en","primary_location":{"id":"doi:10.1080/15472450.2023.2205022","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2023.2205022","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-article"},"type":"article","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/A5045095586","display_name":"Kazi Redwan Shabab","orcid":"https://orcid.org/0000-0001-6518-7898"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kazi Redwan Shabab","raw_affiliation_strings":["Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA"],"raw_orcid":"https://orcid.org/0000-0001-6518-7898","affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057545110","display_name":"Shakib Mustavee","orcid":"https://orcid.org/0000-0001-7708-7974"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shakib Mustavee","raw_affiliation_strings":["Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA"],"raw_orcid":"https://orcid.org/0000-0001-7708-7974","affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027777990","display_name":"Shaurya Agarwal","orcid":"https://orcid.org/0000-0001-7754-6341"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaurya Agarwal","raw_affiliation_strings":["Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA"],"raw_orcid":"https://orcid.org/0000-0001-7754-6341","affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019358937","display_name":"Mohamed H. Zaki","orcid":"https://orcid.org/0000-0002-2970-2423"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed H. Zaki","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Western University, London, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2970-2423","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Western University, London, Ontario, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050881965","display_name":"Sajal K. Das","orcid":"https://orcid.org/0000-0002-9471-0868"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sajal K. Das","raw_affiliation_strings":["Department of Computer Science, MO University of Science and Technology, Rolla, MO, USA"],"raw_orcid":"https://orcid.org/0000-0002-9471-0868","affiliations":[{"raw_affiliation_string":"Department of Computer Science, MO University of Science and Technology, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045095586"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":null,"apc_paid":null,"fwci":0.6032,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64574311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"28","issue":"5","first_page":"741","last_page":"755"},"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/T10370","display_name":"Traffic and Road Safety","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.7231726050376892},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.6716440916061401},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6228286027908325},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6207098364830017},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5757070779800415},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5162827372550964},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.46961265802383423},{"id":"https://openalex.org/keywords/dynamic-mode-decomposition","display_name":"Dynamic mode decomposition","score":0.46777454018592834},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3346291780471802},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3283149003982544},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32348424196243286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24924269318580627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.221112459897995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10891950130462646}],"concepts":[{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.7231726050376892},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6716440916061401},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6228286027908325},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6207098364830017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5757070779800415},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5162827372550964},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.46961265802383423},{"id":"https://openalex.org/C2777032711","wikidata":"https://www.wikidata.org/wiki/Q5318993","display_name":"Dynamic mode decomposition","level":2,"score":0.46777454018592834},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3346291780471802},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3283149003982544},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32348424196243286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24924269318580627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.221112459897995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10891950130462646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/15472450.2023.2205022","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2023.2205022","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W222958755","https://openalex.org/W610469435","https://openalex.org/W1589063486","https://openalex.org/W1635210704","https://openalex.org/W1723433682","https://openalex.org/W1860903952","https://openalex.org/W1969428227","https://openalex.org/W1975864868","https://openalex.org/W1991770012","https://openalex.org/W2004080457","https://openalex.org/W2012051283","https://openalex.org/W2029362672","https://openalex.org/W2061791964","https://openalex.org/W2078124052","https://openalex.org/W2090098022","https://openalex.org/W2130771197","https://openalex.org/W2131739422","https://openalex.org/W2136848157","https://openalex.org/W2166314175","https://openalex.org/W2171234954","https://openalex.org/W2180203774","https://openalex.org/W2307950457","https://openalex.org/W2346806992","https://openalex.org/W2428379754","https://openalex.org/W2442734498","https://openalex.org/W2510030309","https://openalex.org/W2564701384","https://openalex.org/W2792440155","https://openalex.org/W2797845355","https://openalex.org/W2904393163","https://openalex.org/W2904764104","https://openalex.org/W3021279605","https://openalex.org/W3023505194","https://openalex.org/W3028691001","https://openalex.org/W3099462237","https://openalex.org/W3119081436","https://openalex.org/W3152927099","https://openalex.org/W3179679762","https://openalex.org/W4238160257","https://openalex.org/W4295292798","https://openalex.org/W4379530777"],"related_works":["https://openalex.org/W2127019128","https://openalex.org/W618821741","https://openalex.org/W1989320165","https://openalex.org/W2375529978","https://openalex.org/W2489945671","https://openalex.org/W125795290","https://openalex.org/W2096070584","https://openalex.org/W3096866065","https://openalex.org/W2916568282","https://openalex.org/W4287078811"],"abstract_inverted_index":{"This":[0],"article":[1],"explores":[2],"a":[3,46,162,166,180],"novel":[4],"data-driven":[5,61],"approach":[6,48,62,79],"based":[7],"on":[8,65],"recent":[9],"developments":[10],"in":[11,91],"Koopman":[12],"operator":[13],"theory":[14],"and":[15,29,40,80,111,122,134,146,175],"dynamic":[16],"mode":[17],"decomposition":[18],"(DMD)":[19],"for":[20,89,179],"modeling":[21],"signalized":[22,25,93,141],"intersections.":[23,94],"On":[24],"intersections,":[26],"vehicular":[27],"flow":[28],"queue":[30,106,135],"formation":[31],"have":[32],"complex":[33,159],"nonlinear":[34,53],"dynamics,":[35,100],"making":[36],"system":[37],"identification,":[38],"modeling,":[39],"controller":[41],"design":[42],"challenging.":[43],"We":[44,72],"employ":[45],"DMD-type":[47,87,153],"to":[49,157,165],"transform":[50],"the":[51,69,78,84,97,105,109,113,116,144],"original":[52],"dynamics":[54,160],"into":[55,83],"locally":[56],"linear":[57,163],"infinite-dimensional":[58],"dynamics.":[59],"The":[60,128,169],"relies":[63],"entirely":[64],"spatio-temporal":[66],"snapshots":[67],"of":[68,77,86,104],"traffic":[70],"data.":[71],"investigate":[73],"several":[74],"key":[75],"aspects":[76],"provide":[81],"insights":[82],"usage":[85],"algorithms":[88,154],"application":[90],"adaptive":[92],"To":[95],"validate":[96],"obtained":[98],"linearized":[99],"we":[101],"perform":[102],"prediction":[103],"lengths":[107,136],"at":[108,137],"intersection":[110,132],"compare":[112],"results":[114],"with":[115,161],"benchmark":[117],"methods":[118],"such":[119],"as":[120],"ARIMA":[121],"long":[123],"short":[124],"term":[125],"memory":[126],"(LSTM).":[127],"case":[129],"study":[130],"involves":[131],"pressure":[133],"two":[138],"Orlando":[139],"area":[140],"intersections":[142],"during":[143],"morning":[145],"evening":[147],"peaks.":[148],"It":[149],"is":[150],"observed":[151],"that":[152],"are":[155],"able":[156],"capture":[158],"approximation":[164],"reasonable":[167],"extent.":[168],"merits":[170],"include":[171],"faster":[172],"computation":[173],"times":[174],"significantly":[176],"less":[177],"requirement":[178],"\u201clookback\u201d":[181],"(training)":[182],"window.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}