{"id":"https://openalex.org/W4382283892","doi":"https://doi.org/10.1016/j.neucom.2023.126500","title":"Economic system forecasting based on temporal fusion transformers: Multi-dimensional evaluation and cross-model comparative analysis","display_name":"Economic system forecasting based on temporal fusion transformers: Multi-dimensional evaluation and cross-model comparative analysis","publication_year":2023,"publication_date":"2023-06-27","ids":{"openalex":"https://openalex.org/W4382283892","doi":"https://doi.org/10.1016/j.neucom.2023.126500"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2023.126500","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2023.126500","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,"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"},"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/A5102748632","display_name":"Yang Han","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Han","raw_affiliation_strings":["School of Economics and Management, Harbin Institute of Technology, Shenzhen 518055, China"],"raw_orcid":"https://orcid.org/0000-0003-2464-5228","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Harbin Institute of Technology, Shenzhen 518055, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053813190","display_name":"Ying Tian","orcid":"https://orcid.org/0000-0002-4004-4820"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Tian","raw_affiliation_strings":["Business School, University of Shanghai for Science and Technology, Shanghai 200093, China"],"raw_orcid":"https://orcid.org/0000-0002-4004-4820","affiliations":[{"raw_affiliation_string":"Business School, University of Shanghai for Science and Technology, Shanghai 200093, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101356654","display_name":"Liangliang Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangliang Yu","raw_affiliation_strings":["Beijing Tengjing Research Institute of Big Data Application Technology, Beijing 100010, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Tengjing Research Institute of Big Data Application Technology, Beijing 100010, China","institution_ids":["https://openalex.org/I4210096250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033392251","display_name":"Yuning Gao","orcid":"https://orcid.org/0000-0003-1016-0609"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuning Gao","raw_affiliation_strings":["School of Public Policy and Management, Tsinghua University, Beijing 100084, China"],"raw_orcid":"https://orcid.org/0000-0003-1016-0609","affiliations":[{"raw_affiliation_string":"School of Public Policy and Management, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033392251"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":5.1777,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95662767,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"552","issue":null,"first_page":"126500","last_page":"126500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11059","display_name":"Market Dynamics and Volatility","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6826701760292053},{"id":"https://openalex.org/keywords/economic-indicator","display_name":"Economic indicator","score":0.5413155555725098},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5060495734214783},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4931616187095642},{"id":"https://openalex.org/keywords/economic-forecasting","display_name":"Economic forecasting","score":0.45092201232910156},{"id":"https://openalex.org/keywords/gross-domestic-product","display_name":"Gross domestic product","score":0.4456421434879303},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.42586636543273926},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.28925055265426636},{"id":"https://openalex.org/keywords/macroeconomics","display_name":"Macroeconomics","score":0.12462222576141357}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6826701760292053},{"id":"https://openalex.org/C202353208","wikidata":"https://www.wikidata.org/wiki/Q1167393","display_name":"Economic indicator","level":2,"score":0.5413155555725098},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5060495734214783},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4931616187095642},{"id":"https://openalex.org/C163068380","wikidata":"https://www.wikidata.org/wiki/Q3409313","display_name":"Economic forecasting","level":2,"score":0.45092201232910156},{"id":"https://openalex.org/C114350782","wikidata":"https://www.wikidata.org/wiki/Q12638","display_name":"Gross domestic product","level":2,"score":0.4456421434879303},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.42586636543273926},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.28925055265426636},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.12462222576141357},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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:10.1016/j.neucom.2023.126500","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2023.126500","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,"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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1008280575","https://openalex.org/W1979225842","https://openalex.org/W2004178417","https://openalex.org/W2013053698","https://openalex.org/W2070631858","https://openalex.org/W2081591369","https://openalex.org/W2120438021","https://openalex.org/W2129353544","https://openalex.org/W2134805717","https://openalex.org/W2136938188","https://openalex.org/W2162484441","https://openalex.org/W2183672513","https://openalex.org/W2487770199","https://openalex.org/W2620513221","https://openalex.org/W2792943823","https://openalex.org/W2800942967","https://openalex.org/W2883013405","https://openalex.org/W2905016804","https://openalex.org/W2996552856","https://openalex.org/W2996956232","https://openalex.org/W3004042525","https://openalex.org/W3035038672","https://openalex.org/W3095032664","https://openalex.org/W3113020185","https://openalex.org/W3124213808","https://openalex.org/W3161873870","https://openalex.org/W3171884590","https://openalex.org/W3175581328","https://openalex.org/W3176602224","https://openalex.org/W3214461887","https://openalex.org/W4213265320","https://openalex.org/W4213435233","https://openalex.org/W4223926961","https://openalex.org/W4281711047","https://openalex.org/W4298148145","https://openalex.org/W4298304654","https://openalex.org/W4390541499","https://openalex.org/W6757262914","https://openalex.org/W6763309814","https://openalex.org/W6776676620"],"related_works":["https://openalex.org/W2537083945","https://openalex.org/W3000532270","https://openalex.org/W3203851353","https://openalex.org/W2965062853","https://openalex.org/W2909669529","https://openalex.org/W2906618902","https://openalex.org/W2187315435","https://openalex.org/W4384526381","https://openalex.org/W1483903195","https://openalex.org/W1601088236"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-02-03T00:53:05.648605","created_date":"2025-10-10T00:00:00"}