{"id":"https://openalex.org/W2145005733","doi":"https://doi.org/10.1111/cgf.12628","title":"Exploring Traffic Dynamics in Urban Environments Using Vector\u2010Valued Functions","display_name":"Exploring Traffic Dynamics in Urban Environments Using Vector\u2010Valued Functions","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W2145005733","doi":"https://doi.org/10.1111/cgf.12628","mag":"2145005733"},"language":"en","primary_location":{"id":"doi:10.1111/cgf.12628","is_oa":false,"landing_page_url":"https://doi.org/10.1111/cgf.12628","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","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/A5029317616","display_name":"Jorge Poco","orcid":"https://orcid.org/0000-0001-9096-6287"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jorge Poco","raw_affiliation_strings":["New York University USA","New York University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033801646","display_name":"Harish Doraiswamy","orcid":"https://orcid.org/0000-0003-2995-250X"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harish Doraiswamy","raw_affiliation_strings":["New York University USA","New York University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064720873","display_name":"Huy T. Vo","orcid":"https://orcid.org/0000-0002-5963-6615"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huy. T. Vo","raw_affiliation_strings":["New York University USA","New York University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029235009","display_name":"Jo\u00e3o L. D. Comba","orcid":"https://orcid.org/0000-0003-2921-2130"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o L. D. Comba","raw_affiliation_strings":["Instituto de Inform\u00e1tica UFRGS Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Inform\u00e1tica UFRGS Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006773757","display_name":"Juliana Freire","orcid":"https://orcid.org/0000-0003-3915-7075"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juliana Freire","raw_affiliation_strings":["New York University USA","New York University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003584200","display_name":"Claudio Silva","orcid":"https://orcid.org/0000-0003-2452-2295"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cl\u00e1udio. T. Silva","raw_affiliation_strings":["New York University USA","New York University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"New York University, USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3710,"currency":"USD","value_usd":3710},"apc_paid":null,"fwci":2.3877,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.92631155,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"34","issue":"3","first_page":"161","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9984999895095825,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9972000122070312,"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/T11106","display_name":"Data Management and Algorithms","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/taxis","display_name":"Taxis","score":0.9281882643699646},{"id":"https://openalex.org/keywords/trips-architecture","display_name":"TRIPS architecture","score":0.7918436527252197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7422212362289429},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.5057852268218994},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4354107677936554},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3235224187374115},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.09144410490989685}],"concepts":[{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.9281882643699646},{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.7918436527252197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7422212362289429},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5057852268218994},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4354107677936554},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3235224187374115},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.09144410490989685},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/cgf.12628","is_oa":false,"landing_page_url":"https://doi.org/10.1111/cgf.12628","pdf_url":null,"source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"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":36,"referenced_works":["https://openalex.org/W32590511","https://openalex.org/W1601975155","https://openalex.org/W1819837673","https://openalex.org/W1965555277","https://openalex.org/W1967994289","https://openalex.org/W1980799317","https://openalex.org/W1987789609","https://openalex.org/W1988726303","https://openalex.org/W1992135843","https://openalex.org/W1993800615","https://openalex.org/W2000922989","https://openalex.org/W2011282943","https://openalex.org/W2015774454","https://openalex.org/W2052120747","https://openalex.org/W2056638635","https://openalex.org/W2077963913","https://openalex.org/W2088061407","https://openalex.org/W2088214068","https://openalex.org/W2090267299","https://openalex.org/W2114032261","https://openalex.org/W2114323843","https://openalex.org/W2119584770","https://openalex.org/W2137748495","https://openalex.org/W2139892394","https://openalex.org/W2141896189","https://openalex.org/W2141967029","https://openalex.org/W2144937933","https://openalex.org/W2152670036","https://openalex.org/W2153940791","https://openalex.org/W2154604972","https://openalex.org/W2161587450","https://openalex.org/W2166771065","https://openalex.org/W2398429591","https://openalex.org/W2515289923","https://openalex.org/W2998744962","https://openalex.org/W6647502489"],"related_works":["https://openalex.org/W2731640799","https://openalex.org/W3145095895","https://openalex.org/W2594548639","https://openalex.org/W2978498151","https://openalex.org/W2782837293","https://openalex.org/W2388377527","https://openalex.org/W565532978","https://openalex.org/W2216673692","https://openalex.org/W585010661","https://openalex.org/W2196897207"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"traffic":[2,24,52,82,114,159],"infrastructure":[3],"greatly":[4],"impacts":[5],"the":[6,34,49,90,92,100,146,158,163,192],"quality":[7],"of":[8,36,45,51,89,102,165,189],"life":[9],"in":[10,168,177],"urban":[11],"environments.":[12],"To":[13],"optimize":[14],"this":[15,59],"infrastructure,":[16],"engineers":[17],"and":[18,48,119,125,149,191],"decision":[19],"makers":[20],"need":[21,55],"to":[22,56,80,116,156],"explore":[23],"data.":[25],"In":[26,58],"doing":[27],"so,":[28],"they":[29,54],"face":[30],"two":[31],"important":[32],"challenges:":[33],"sparseness":[35],"speed":[37,118],"sensors":[38,79],"that":[39,127,172],"cover":[40],"only":[41],"a":[42,63,137,142],"limited":[43],"number":[44],"road":[46,147],"segments,":[47],"complexity":[50],"patterns":[53,176,181],"analyze.":[57],"paper":[60],"we":[61,135],"take":[62],"first":[64],"step":[65],"at":[66,104],"addressing":[67],"these":[68,123,133,204],"challenges.":[69],"We":[70,110,161],"use":[71],"New":[72],"York":[73],"City":[74],"(NYC)":[75],"taxi":[76,96],"trips":[77,97],"as":[78],"capture":[81],"information.":[83],"While":[84],"taxis":[85,103],"provide":[86],"substantial":[87],"coverage":[88],"city,":[91],"data":[93],"captured":[94],"about":[95],"contain":[98],"neither":[99],"location":[101],"frequent":[105],"intervals":[106],"nor":[107],"their":[108],"routes.":[109],"propose":[111],"an":[112],"efficient":[113],"model":[115],"derive":[117],"direction":[120],"information":[121],"from":[122,186],"data,":[124],"show":[126],"it":[128],"provides":[129],"reliable":[130],"estimates.":[131],"Using":[132],"estimates,":[134],"define":[136],"time\u2010varying":[138],"vector\u2010valued":[139],"function":[140],"on":[141],"directed":[143],"graph":[144],"representing":[145],"network,":[148],"adapt":[150],"techniques":[151],"used":[152],"for":[153],"vector":[154],"fields":[155],"visualize":[157],"dynamics.":[160],"demonstrate":[162],"utility":[164],"our":[166],"technique":[167],"several":[169],"case":[170],"studies":[171],"reveal":[173],"interesting":[174,201],"mobility":[175],"NYC's":[178,187],"traffic.":[179],"These":[180],"were":[182],"validated":[183],"by":[184],"experts":[185],"Department":[188],"Transportation":[190],"NYC":[193],"Taxi":[194],"&amp;":[195],"Limousine":[196],"Commission,":[197],"who":[198],"also":[199],"provided":[200],"insights":[202],"into":[203],"results.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
