{"id":"https://openalex.org/W4281711047","doi":"https://doi.org/10.1016/j.neucom.2022.05.083","title":"A temporal fusion transformer for short-term freeway traffic speed multistep prediction","display_name":"A temporal fusion transformer for short-term freeway traffic speed multistep prediction","publication_year":2022,"publication_date":"2022-05-26","ids":{"openalex":"https://openalex.org/W4281711047","doi":"https://doi.org/10.1016/j.neucom.2022.05.083"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2022.05.083","doi":"https://doi.org/10.1016/j.neucom.2022.05.083","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2022.05.083","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5047246065","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0002-2394-3509","observed_orcids":["https://orcid.org/0000-0002-2394-3509"]},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University No. 4800 Cao\u2019an Road, Shanghai 201804, China"],"raw_orcid":"https://orcid.org/0000-0002-2394-3509","affiliations":[{"raw_affiliation_string":"Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University No. 4800 Cao\u2019an Road, Shanghai 201804, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071113267","display_name":"Yajie Zou","orcid":"https://orcid.org/0000-0002-3505-168X","observed_orcids":["https://orcid.org/0000-0002-3505-168X"]},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yajie Zou","raw_affiliation_strings":["Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University No. 4800 Cao\u2019an Road, Shanghai 201804, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University No. 4800 Cao\u2019an Road, Shanghai 201804, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102977126","display_name":"Xiaoxue Yang","orcid":"https://orcid.org/0000-0003-1493-6195","observed_orcids":["https://orcid.org/0000-0003-1493-6195"]},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxue Yang","raw_affiliation_strings":["Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University No. 4800 Cao\u2019an Road, Shanghai 201804, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Road and Traffic Engineering of Ministry of Education, Tongji University No. 4800 Cao\u2019an Road, Shanghai 201804, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044267838","display_name":"Hang Yang","orcid":"https://orcid.org/0000-0003-3453-5495","observed_orcids":["https://orcid.org/0000-0003-3453-5495","https://orcid.org/0009-0001-6916-5028"]},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Yang","raw_affiliation_strings":["Faculty of Maritime and Transportation, Ningbo University No.769 Qixing South Road, Ningbo 315832, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Maritime and Transportation, Ningbo University No.769 Qixing South Road, Ningbo 315832, China","institution_ids":["https://openalex.org/I109935558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071113267"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":13.1931,"has_fulltext":false,"cited_by_count":146,"citation_normalized_percentile":{"value":0.99588302,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"500","issue":null,"first_page":"329","last_page":"340"},"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/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/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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/T10524","display_name":"Traffic control and management","score":0.0,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/temporal-fusion-transformer","display_name":"Temporal Fusion Transformer","score":0.8769999742507935},{"id":"https://openalex.org/keywords/short-term-traffic-forecasting","display_name":"short-term traffic forecasting","score":0.8479999899864197},{"id":"https://openalex.org/keywords/multi-step-forecasting","display_name":"multi-step forecasting","score":0.8859999775886536},{"id":"https://openalex.org/keywords/multi-head-attention","display_name":"multi-head attention","score":0.8299999833106995},{"id":"https://openalex.org/keywords/intelligent-transportation-management","display_name":"intelligent transportation management","score":0.8159999847412109}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7522462010383606},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5542266368865967},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.545179545879364},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5095036625862122},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4328072667121887},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4266892373561859},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.41765090823173523},{"id":"https://openalex.org/C2993660032","wikidata":"https://www.wikidata.org/wiki/Q746984","display_name":"Traffic speed","level":2,"score":0.41408252716064453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.367064893245697},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3626343309879303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33359014987945557},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.14619159698486328},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1332416534423828},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07515797019004822},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2022.05.083","doi":"https://doi.org/10.1016/j.neucom.2022.05.083","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2022.05.083","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.7250000238418579,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3279449407","display_name":null,"funder_award_id":"22120220013","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8177504344","display_name":null,"funder_award_id":"52172331","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320328119","display_name":"National University's Basic Research Foundation of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W43001522","https://openalex.org/W1810285639","https://openalex.org/W2004353783","https://openalex.org/W2032469707","https://openalex.org/W2040297119","https://openalex.org/W2069929199","https://openalex.org/W2075795319","https://openalex.org/W2085001447","https://openalex.org/W2085592822","https://openalex.org/W2097443710","https://openalex.org/W2111991989","https://openalex.org/W2112024851","https://openalex.org/W2139606794","https://openalex.org/W2150152686","https://openalex.org/W2177262641","https://openalex.org/W2344029946","https://openalex.org/W2472790240","https://openalex.org/W2557171754","https://openalex.org/W2573587735","https://openalex.org/W2626778328","https://openalex.org/W2786630558","https://openalex.org/W2793820729","https://openalex.org/W2799109291","https://openalex.org/W2801273298","https://openalex.org/W2807904376","https://openalex.org/W2809366716","https://openalex.org/W2883073525","https://openalex.org/W2903267928","https://openalex.org/W2903871660","https://openalex.org/W2914743966","https://openalex.org/W2935920497","https://openalex.org/W2962834725","https://openalex.org/W2991648381","https://openalex.org/W2994893497","https://openalex.org/W2996331899","https://openalex.org/W3000056055","https://openalex.org/W3003775368","https://openalex.org/W3011344527","https://openalex.org/W3019232624","https://openalex.org/W3034749137","https://openalex.org/W3097237405","https://openalex.org/W3113162495","https://openalex.org/W3123191313","https://openalex.org/W3132231991","https://openalex.org/W3153799310","https://openalex.org/W3161071448","https://openalex.org/W3167426483","https://openalex.org/W3169575318","https://openalex.org/W3173373210","https://openalex.org/W3185720226","https://openalex.org/W3188529979","https://openalex.org/W3198558307","https://openalex.org/W3202658268","https://openalex.org/W4200463794","https://openalex.org/W4212974959","https://openalex.org/W4313043808"],"related_works":["https://openalex.org/W4403712076","https://openalex.org/W7162583659","https://openalex.org/W7134812209","https://openalex.org/W4411858014","https://openalex.org/W7128877709","https://openalex.org/W7124927006","https://openalex.org/W4407604896","https://openalex.org/W4384158956","https://openalex.org/W3182649009","https://openalex.org/W4200246637"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":27},{"year":2025,"cited_by_count":53},{"year":2024,"cited_by_count":36},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":7}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2022-06-13T00:00:00"}
