{"id":"https://openalex.org/W3164931768","doi":"https://doi.org/10.1007/978-3-030-76063-2_14","title":"Hybrid Machine Learning Model for Traffic Forecasting","display_name":"Hybrid Machine Learning Model for Traffic Forecasting","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3164931768","doi":"https://doi.org/10.1007/978-3-030-76063-2_14","mag":"3164931768"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-76063-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-76063-2_14","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5004793251","display_name":"Abderraouf Khezaz","orcid":null},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4390039377","display_name":"Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles","ror":"https://ror.org/01hcc6p91","country_code":null,"type":"facility","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039377"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210116658","display_name":"\u00c9cole Centrale d'\u00c9lectronique","ror":"https://ror.org/02k6n4s14","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116658"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Khezaz Abderraouf","raw_affiliation_strings":["ECE Paris School of Engineering, Paris, France","Universit\u00e9 Paris-Saclay, UVSQ, Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes de Versailles, V\u00e9lizy-Villacoublay, France","LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)","ECE Paris (ECE Campus de Paris\r\nImmeuble POLLUX\r\n37, Quai de Grenelle\r\n75015 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Paris School of Engineering, Paris, France","institution_ids":["https://openalex.org/I4210116658"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, UVSQ, Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes de Versailles, V\u00e9lizy-Villacoublay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I195731000","https://openalex.org/I4390039377"]},{"raw_affiliation_string":"LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)","institution_ids":["https://openalex.org/I4390039377"]},{"raw_affiliation_string":"ECE Paris (ECE Campus de Paris\r\nImmeuble POLLUX\r\n37, Quai de Grenelle\r\n75015 Paris - France)","institution_ids":["https://openalex.org/I4210116658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038795861","display_name":"Manolo Dulva Hina","orcid":"https://orcid.org/0000-0001-8523-3986"},"institutions":[{"id":"https://openalex.org/I4210116658","display_name":"\u00c9cole Centrale d'\u00c9lectronique","ror":"https://ror.org/02k6n4s14","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Manolo Dulva Hina","raw_affiliation_strings":["ECE Paris School of Engineering, Paris, France","ECE Paris (ECE Campus de Paris\r\nImmeuble POLLUX\r\n37, Quai de Grenelle\r\n75015 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Paris School of Engineering, Paris, France","institution_ids":["https://openalex.org/I4210116658"]},{"raw_affiliation_string":"ECE Paris (ECE Campus de Paris\r\nImmeuble POLLUX\r\n37, Quai de Grenelle\r\n75015 Paris - France)","institution_ids":["https://openalex.org/I4210116658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085792112","display_name":"Hongyu Guan","orcid":"https://orcid.org/0000-0003-1220-6834"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4390039377","display_name":"Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles","ror":"https://ror.org/01hcc6p91","country_code":null,"type":"facility","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039377"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hongyu Guan","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, UVSQ, Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes de Versailles, V\u00e9lizy-Villacoublay, France","LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, UVSQ, Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes de Versailles, V\u00e9lizy-Villacoublay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I195731000","https://openalex.org/I4390039377"]},{"raw_affiliation_string":"LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)","institution_ids":["https://openalex.org/I4390039377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003414781","display_name":"Amar Ramdane-Ch\u00e9rif","orcid":"https://orcid.org/0000-0001-8289-747X"},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4390039377","display_name":"Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles","ror":"https://ror.org/01hcc6p91","country_code":null,"type":"facility","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039377"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Amar Ramdane-Cherif","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, UVSQ, Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes de Versailles, V\u00e9lizy-Villacoublay, France","LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, UVSQ, Laboratoire d\u2019Ing\u00e9nierie des Syst\u00e8mes de Versailles, V\u00e9lizy-Villacoublay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I195731000","https://openalex.org/I4390039377"]},{"raw_affiliation_string":"LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)","institution_ids":["https://openalex.org/I4390039377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004793251"],"corresponding_institution_ids":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4210116658","https://openalex.org/I4390039377"],"apc_list":null,"apc_paid":null,"fwci":0.841,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66784969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"188","last_page":"199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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":1.0,"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/T10524","display_name":"Traffic control and management","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9940000176429749,"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/computer-science","display_name":"Computer science","score":0.6972339749336243},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6315144300460815},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6208315491676331},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6199749708175659},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5986651182174683},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5747579336166382},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5619962215423584},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.47240322828292847},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.41612640023231506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.368367075920105},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.12466257810592651}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6972339749336243},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6315144300460815},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6208315491676331},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6199749708175659},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5986651182174683},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5747579336166382},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5619962215423584},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.47240322828292847},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.41612640023231506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.368367075920105},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.12466257810592651},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-76063-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-76063-2_14","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04489989v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04489989","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Springer International Publishing, 372, pp.188-199, 2021, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, ⟨10.1007/978-3-030-76063-2_14⟩","raw_type":"Books"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7200000286102295,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1598209419","https://openalex.org/W1901616594","https://openalex.org/W1991770012","https://openalex.org/W2004353783","https://openalex.org/W2021153764","https://openalex.org/W2040297119","https://openalex.org/W2097498150","https://openalex.org/W2108069432","https://openalex.org/W2137839571","https://openalex.org/W2146130798","https://openalex.org/W2268466221","https://openalex.org/W2526050071","https://openalex.org/W2573587735","https://openalex.org/W2912222576","https://openalex.org/W2919115771","https://openalex.org/W3099414278","https://openalex.org/W3101552411"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W3185156046","https://openalex.org/W2922305141"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}