{"id":"https://openalex.org/W2742802896","doi":"https://doi.org/10.1109/mtits.2017.8005637","title":"A hybrid method for real-time short-term predictions of traffic flows in urban areas","display_name":"A hybrid method for real-time short-term predictions of traffic flows in urban areas","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2742802896","doi":"https://doi.org/10.1109/mtits.2017.8005637","mag":"2742802896"},"language":"en","primary_location":{"id":"doi:10.1109/mtits.2017.8005637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mtits.2017.8005637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)","raw_type":"proceedings-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/A5067475679","display_name":"Alessandro Attanasi","orcid":"https://orcid.org/0000-0002-6280-5862"},"institutions":[{"id":"https://openalex.org/I4210138843","display_name":"Policlinico Tor Vergata","ror":"https://ror.org/03z475876","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210138843"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Attanasi","raw_affiliation_strings":["PTV SISTeMA, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"PTV SISTeMA, Rome, Italy","institution_ids":["https://openalex.org/I4210138843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031233285","display_name":"Lorenzo Meschini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138843","display_name":"Policlinico Tor Vergata","ror":"https://ror.org/03z475876","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210138843"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Meschini","raw_affiliation_strings":["PTV SISTeMA, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"PTV SISTeMA, Rome, Italy","institution_ids":["https://openalex.org/I4210138843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008883897","display_name":"Marco Pezzulla","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138843","display_name":"Policlinico Tor Vergata","ror":"https://ror.org/03z475876","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210138843"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Pezzulla","raw_affiliation_strings":["PTV SISTeMA, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"PTV SISTeMA, Rome, Italy","institution_ids":["https://openalex.org/I4210138843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087041817","display_name":"Gaetano Fusco","orcid":"https://orcid.org/0000-0003-1757-8899"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gaetano Fusco","raw_affiliation_strings":["Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \u201cSapienza\u201d, Rome, Italy","Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \"Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \u201cSapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \"Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058794623","display_name":"Guido Gentile","orcid":"https://orcid.org/0000-0002-1523-1640"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido Gentile","raw_affiliation_strings":["Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \u201cSapienza\u201d, Rome, Italy","Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \"Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \u201cSapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \"Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025250650","display_name":"Natalia Isaenko","orcid":"https://orcid.org/0000-0001-9079-9378"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Natalia Isaenko","raw_affiliation_strings":["Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \u201cSapienza\u201d, Rome, Italy","Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \"Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \u201cSapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Dipartimento di Ingegneria Civile Edile e Ambientale, University of Rome \"Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5067475679"],"corresponding_institution_ids":["https://openalex.org/I4210138843"],"apc_list":null,"apc_paid":null,"fwci":1.3704,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81559409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"878","last_page":"883"},"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9975000023841858,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9966999888420105,"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/term","display_name":"Term (time)","score":0.7340640425682068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7153565883636475},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.5586731433868408},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5227227807044983},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.44558748602867126},{"id":"https://openalex.org/keywords/road-traffic","display_name":"Road traffic","score":0.4417819082736969},{"id":"https://openalex.org/keywords/floating-car-data","display_name":"Floating car data","score":0.42958593368530273},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.41189056634902954},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39436769485473633},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3616262972354889},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.2647227644920349},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25733017921447754},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1445191502571106},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12099695205688477}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7340640425682068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7153565883636475},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.5586731433868408},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5227227807044983},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.44558748602867126},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.4417819082736969},{"id":"https://openalex.org/C64093975","wikidata":"https://www.wikidata.org/wiki/Q356677","display_name":"Floating car data","level":3,"score":0.42958593368530273},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.41189056634902954},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39436769485473633},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3616262972354889},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.2647227644920349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25733017921447754},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1445191502571106},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12099695205688477},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mtits.2017.8005637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mtits.2017.8005637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1092215","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/document/8005637/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7900000214576721,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W3830626","https://openalex.org/W43001522","https://openalex.org/W626441390","https://openalex.org/W1794961931","https://openalex.org/W2028336648","https://openalex.org/W2105979014","https://openalex.org/W2108836590","https://openalex.org/W2111991989","https://openalex.org/W2130623086","https://openalex.org/W2132914434","https://openalex.org/W2159936323","https://openalex.org/W2165232124","https://openalex.org/W2337353068","https://openalex.org/W2505685665","https://openalex.org/W2553942547","https://openalex.org/W2789788750","https://openalex.org/W2963483785","https://openalex.org/W2964036159","https://openalex.org/W6619978402","https://openalex.org/W6638058728","https://openalex.org/W6675897897","https://openalex.org/W6724642382","https://openalex.org/W6726884228"],"related_works":["https://openalex.org/W2149721642","https://openalex.org/W2410941711","https://openalex.org/W2009112536","https://openalex.org/W432084041","https://openalex.org/W2587362999","https://openalex.org/W2047739511","https://openalex.org/W1977405947","https://openalex.org/W1977153226","https://openalex.org/W2008840139","https://openalex.org/W4361199786"],"abstract_inverted_index":{"Short-term":[0],"traffic":[1,27,49,68],"forecasting":[2],"is":[3],"driven":[4],"by":[5,29],"an":[6],"increasing":[7],"need":[8],"of":[9,31,47,70],"new":[10,16],"services":[11],"for":[12,18],"user":[13],"information":[14],"and":[15],"systems":[17],"dynamic":[19],"control.":[20],"Our":[21],"research":[22],"focuses":[23],"on":[24],"reproducing":[25],"anticipated":[26],"conditions":[28,69],"means":[30],"statistical":[32],"methods":[33],"traditionally":[34],"applied":[35],"in":[36,60],"artificial":[37],"intelligence":[38],"problems.":[39],"Although":[40],"we":[41],"strongly":[42],"believe":[43],"that":[44],"the":[45,63,66],"effects":[46],"specific":[48],"events":[50],"can":[51,73],"only":[52],"be":[53,75],"predicted":[54],"through":[55],"transportation":[56],"model":[57],"based":[58],"simulations":[59],"real-time,":[61],"yet":[62],"fluctuations":[64],"affecting":[65],"ordinary":[67],"a":[71],"day-type":[72],"well":[74],"forecasted":[76],"without.":[77]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
