{"id":"https://openalex.org/W3210588310","doi":"https://doi.org/10.1007/s11063-021-10651-2","title":"A Hybrid Modeling Method Based on Linear AR and Nonlinear DBN-AR Model for Time Series Forecasting","display_name":"A Hybrid Modeling Method Based on Linear AR and Nonlinear DBN-AR Model for Time Series Forecasting","publication_year":2021,"publication_date":"2021-10-29","ids":{"openalex":"https://openalex.org/W3210588310","doi":"https://doi.org/10.1007/s11063-021-10651-2","mag":"3210588310"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-021-10651-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-021-10651-2","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","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/A5018985622","display_name":"Wenquan Xu","orcid":"https://orcid.org/0000-0002-8321-3225"},"institutions":[{"id":"https://openalex.org/I46482218","display_name":"Anqing Normal University","ror":"https://ror.org/0127ytz78","country_code":"CN","type":"education","lineage":["https://openalex.org/I46482218"]},{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenquan Xu","raw_affiliation_strings":["School of Automation, Central South University, Changsha, 410083, Hunan, China","School of Physics and Electrical Engineering, Anqing Normal University, Anqing, 246001, Anhui, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"School of Physics and Electrical Engineering, Anqing Normal University, Anqing, 246001, Anhui, China","institution_ids":["https://openalex.org/I46482218"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101463302","display_name":"Hui Peng","orcid":"https://orcid.org/0000-0002-9794-9225"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Peng","raw_affiliation_strings":["School of Automation, Central South University, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067160162","display_name":"Xiaoyong Zeng","orcid":"https://orcid.org/0000-0003-4610-8386"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Zeng","raw_affiliation_strings":["School of Automation, Central South University, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003477501","display_name":"Feng Zhou","orcid":"https://orcid.org/0000-0002-5513-743X"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhou","raw_affiliation_strings":["College of Electronic Information and Electrical Engineering, Changsha University, Changsha, 410003, Hunan, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Information and Electrical Engineering, Changsha University, Changsha, 410003, Hunan, China","institution_ids":["https://openalex.org/I198357462"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017629023","display_name":"Xiaoying Tian","orcid":"https://orcid.org/0009-0008-9251-0943"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoying Tian","raw_affiliation_strings":["School of Automation, Central South University, Changsha, 410083, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, 410083, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101569413","display_name":"Xiaoyan Peng","orcid":"https://orcid.org/0000-0001-5185-7387"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Peng","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, Hunan University, Changsha, 410082, Hunan, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, Hunan University, Changsha, 410082, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018985622"],"corresponding_institution_ids":["https://openalex.org/I139660479","https://openalex.org/I46482218"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.258,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.96759963,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"54","issue":"1","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9991000294685364,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9991000294685364,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10320","display_name":"Neural Networks and Applications","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/autoregressive-model","display_name":"Autoregressive model","score":0.7589929103851318},{"id":"https://openalex.org/keywords/nonlinear-autoregressive-exogenous-model","display_name":"Nonlinear autoregressive exogenous model","score":0.7396248579025269},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6578885912895203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5777929425239563},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5737980604171753},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.570245087146759},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.5320894122123718},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43121248483657837},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.396366149187088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3455162048339844},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28980135917663574},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2418847680091858},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.17770549654960632}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.7589929103851318},{"id":"https://openalex.org/C42536954","wikidata":"https://www.wikidata.org/wiki/Q7049462","display_name":"Nonlinear autoregressive exogenous model","level":3,"score":0.7396248579025269},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6578885912895203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5777929425239563},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5737980604171753},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.570245087146759},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.5320894122123718},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43121248483657837},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.396366149187088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3455162048339844},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28980135917663574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2418847680091858},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.17770549654960632},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-021-10651-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-021-10651-2","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2557440349","display_name":null,"funder_award_id":"71271215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5619809594","display_name":null,"funder_award_id":"61773402","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5999908261","display_name":null,"funder_award_id":"61540037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8245699340","display_name":null,"funder_award_id":"51575167","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W222543348","https://openalex.org/W1199505928","https://openalex.org/W1972948535","https://openalex.org/W1985156676","https://openalex.org/W1989130706","https://openalex.org/W1991001067","https://openalex.org/W2005369724","https://openalex.org/W2022912953","https://openalex.org/W2024692966","https://openalex.org/W2028725248","https://openalex.org/W2031852278","https://openalex.org/W2033117307","https://openalex.org/W2036785686","https://openalex.org/W2037624308","https://openalex.org/W2053143856","https://openalex.org/W2058819127","https://openalex.org/W2059804518","https://openalex.org/W2070681743","https://openalex.org/W2072128103","https://openalex.org/W2100495367","https://openalex.org/W2101791369","https://openalex.org/W2117014758","https://openalex.org/W2117130368","https://openalex.org/W2126546663","https://openalex.org/W2136922672","https://openalex.org/W2181125631","https://openalex.org/W2187016681","https://openalex.org/W2340247464","https://openalex.org/W2341910059","https://openalex.org/W2503637115","https://openalex.org/W2568122025","https://openalex.org/W2571217044","https://openalex.org/W2573526403","https://openalex.org/W2604864721","https://openalex.org/W2763015773","https://openalex.org/W2804206910","https://openalex.org/W2911259116","https://openalex.org/W4231109964","https://openalex.org/W4242688646"],"related_works":["https://openalex.org/W2606910468","https://openalex.org/W3116827148","https://openalex.org/W3120843198","https://openalex.org/W2799656149","https://openalex.org/W2154965898","https://openalex.org/W2036704594","https://openalex.org/W4226315710","https://openalex.org/W3083782034","https://openalex.org/W4287185323","https://openalex.org/W2117809914"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}