{"id":"https://openalex.org/W4399439767","doi":"https://doi.org/10.1007/s10489-024-05540-9","title":"Probabilistic load forecasting based on quantile regression parallel CNN and BiGRU networks","display_name":"Probabilistic load forecasting based on quantile regression parallel CNN and BiGRU networks","publication_year":2024,"publication_date":"2024-06-07","ids":{"openalex":"https://openalex.org/W4399439767","doi":"https://doi.org/10.1007/s10489-024-05540-9"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-024-05540-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05540-9","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5059560149","display_name":"Yuting L\u00fc","orcid":"https://orcid.org/0000-0001-7632-2928"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Lu","raw_affiliation_strings":["School of Electrical Engineering, Guangxi University, Nanning, 530004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Guangxi University, Nanning, 530004, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067548143","display_name":"Gaocai Wang","orcid":"https://orcid.org/0000-0003-3016-9037"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gaocai Wang","raw_affiliation_strings":["School of Computer, Electronics and Information, Guangxi University, Nanning, 530004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Electronics and Information, Guangxi University, Nanning, 530004, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109385512","display_name":"Xianfei Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianfei Huang","raw_affiliation_strings":["School of Electrical Engineering, Guangxi University, Nanning, 530004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Guangxi University, Nanning, 530004, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101453506","display_name":"Shuqiang Huang","orcid":"https://orcid.org/0000-0001-9551-022X"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqiang Huang","raw_affiliation_strings":["College of Cyber Security, Jinan University, Guangzhou, 510632, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cyber Security, Jinan University, Guangzhou, 510632, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006890161","display_name":"Man Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Wu","raw_affiliation_strings":["School of Electrical Engineering, Guangxi University, Nanning, 530004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Guangxi University, Nanning, 530004, China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067548143"],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.6501,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.9063491,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"54","issue":"15-16","first_page":"7439","last_page":"7460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9973999857902527,"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/T14392","display_name":"Geoscience and Mining Technology","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12451","display_name":"Smart Grid and Power Systems","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.901580810546875},{"id":"https://openalex.org/keywords/quantile-regression","display_name":"Quantile regression","score":0.7510908842086792},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7089634537696838},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.6543938517570496},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5826584696769714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5127187967300415},{"id":"https://openalex.org/keywords/probabilistic-forecasting","display_name":"Probabilistic forecasting","score":0.48226457834243774},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4659501016139984},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41191065311431885},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3173428177833557},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.27138635516166687},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08321520686149597}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.901580810546875},{"id":"https://openalex.org/C63817138","wikidata":"https://www.wikidata.org/wiki/Q3455889","display_name":"Quantile regression","level":2,"score":0.7510908842086792},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7089634537696838},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.6543938517570496},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5826584696769714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5127187967300415},{"id":"https://openalex.org/C122282355","wikidata":"https://www.wikidata.org/wiki/Q7246855","display_name":"Probabilistic forecasting","level":3,"score":0.48226457834243774},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4659501016139984},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41191065311431885},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3173428177833557},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.27138635516166687},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08321520686149597}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-024-05540-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05540-9","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G1805748450","display_name":"\u79fb\u52a8\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u5177\u6709\u80fd\u8017\u4f18\u5316\u7684\u6570\u636e\u8fc1\u79fb\u7b56\u7565\u7814\u7a76","funder_award_id":"62062007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G308179870","display_name":null,"funder_award_id":"62272198","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3918013751","display_name":null,"funder_award_id":"2024A1515010121","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2061438946","https://openalex.org/W2290883490","https://openalex.org/W2296521892","https://openalex.org/W2754252319","https://openalex.org/W2893532431","https://openalex.org/W2924971168","https://openalex.org/W2941944264","https://openalex.org/W2948490758","https://openalex.org/W2953233651","https://openalex.org/W2961011421","https://openalex.org/W3004437308","https://openalex.org/W3010877628","https://openalex.org/W3027972301","https://openalex.org/W3087652231","https://openalex.org/W3095582408","https://openalex.org/W3095867322","https://openalex.org/W3103064492","https://openalex.org/W3131110071","https://openalex.org/W3137224754","https://openalex.org/W3165588125","https://openalex.org/W3178756396","https://openalex.org/W3198084268","https://openalex.org/W3203561252","https://openalex.org/W4200240729","https://openalex.org/W4200360252","https://openalex.org/W4200625926","https://openalex.org/W4205455778","https://openalex.org/W4213080281","https://openalex.org/W4221048209","https://openalex.org/W4282915142","https://openalex.org/W4283641686","https://openalex.org/W4283766350","https://openalex.org/W4289527244","https://openalex.org/W4289528755","https://openalex.org/W4298145448","https://openalex.org/W4310203975","https://openalex.org/W4310717955","https://openalex.org/W4313469902","https://openalex.org/W4324125222","https://openalex.org/W4327522175","https://openalex.org/W4376631483","https://openalex.org/W4379985949","https://openalex.org/W4386589203","https://openalex.org/W4390342500"],"related_works":["https://openalex.org/W4206511378","https://openalex.org/W4206618949","https://openalex.org/W2526321210","https://openalex.org/W3205863630","https://openalex.org/W4318833145","https://openalex.org/W2364275385","https://openalex.org/W4388704167","https://openalex.org/W2007977664","https://openalex.org/W4376874882","https://openalex.org/W2224749288"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}