{"id":"https://openalex.org/W4398181748","doi":"https://doi.org/10.1007/s10489-024-05526-7","title":"DDTCN: Decomposed dimension time-domain convolutional neural network along spatial dimensions for multiple long-term series forecasting","display_name":"DDTCN: Decomposed dimension time-domain convolutional neural network along spatial dimensions for multiple long-term series forecasting","publication_year":2024,"publication_date":"2024-04-01","ids":{"openalex":"https://openalex.org/W4398181748","doi":"https://doi.org/10.1007/s10489-024-05526-7"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-024-05526-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05526-7","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/A5109424351","display_name":"Kaihong Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaihong Zheng","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People's Republic of China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344675","display_name":"Jinfeng Wang","orcid":"https://orcid.org/0000-0002-1246-4617"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]},{"id":"https://openalex.org/I4210098034","display_name":"Key Laboratory of Guangdong Province","ror":"https://ror.org/00swtqp09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210098034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinfeng Wang","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","Key Laboratory of Smart Agriculture of Guangzhou, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-1246-4617","affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"Key Laboratory of Smart Agriculture of Guangzhou, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210098034"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People's Republic of China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086873509","display_name":"Yunqiang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunqiang Chen","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People's Republic of China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111207846","display_name":"Rongjin Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131761","display_name":"Wen's Food Group (China)","ror":"https://ror.org/03ywzsn05","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210131761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongjin Jiang","raw_affiliation_strings":["Department of Digital Process, Guangdong Wens Food Group Co., Ltd., Xinxing, Yunfu, Guangdong, 527300, People\u2019s Republic of China","Department of Digital Process, Guangdong Wens Food Group Co., Ltd., Xinxing, Yunfu, Guangdong, 527300, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Digital Process, Guangdong Wens Food Group Co., Ltd., Xinxing, Yunfu, Guangdong, 527300, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210131761"]},{"raw_affiliation_string":"Department of Digital Process, Guangdong Wens Food Group Co., Ltd., Xinxing, Yunfu, Guangdong, 527300, People's Republic of China","institution_ids":["https://openalex.org/I4210131761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100710320","display_name":"Wenzhong Wang","orcid":"https://orcid.org/0000-0001-5983-3937"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzhong Wang","raw_affiliation_strings":["College of Economics and Management, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","College of Economics and Management, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Economics and Management, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People\u2019s Republic of China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"College of Economics and Management, South China Agricultural University, Wushan, Guangzhou, Guangdong, 510642, People's Republic of China","institution_ids":["https://openalex.org/I101479585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100344675"],"corresponding_institution_ids":["https://openalex.org/I101479585","https://openalex.org/I4210098034"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.9241,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73746919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"54","issue":"8","first_page":"6606","last_page":"6623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9972000122070312,"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":0.9972000122070312,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9948999881744385,"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"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9847000241279602,"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":0.8704607486724854},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.7346656322479248},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6945368051528931},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6916607022285461},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6362634897232056},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5745722055435181},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5059697031974792},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.44931477308273315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42848652601242065},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41583818197250366},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35887032747268677},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35243290662765503},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3502306044101715},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2903180718421936},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.11374464631080627},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07079795002937317},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06404992938041687}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8704607486724854},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.7346656322479248},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6945368051528931},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6916607022285461},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6362634897232056},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5745722055435181},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5059697031974792},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.44931477308273315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42848652601242065},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41583818197250366},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35887032747268677},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35243290662765503},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3502306044101715},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2903180718421936},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.11374464631080627},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07079795002937317},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06404992938041687},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-024-05526-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05526-7","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":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2276378382","https://openalex.org/W2604847698","https://openalex.org/W2613328025","https://openalex.org/W2747599906","https://openalex.org/W2792764867","https://openalex.org/W2801430831","https://openalex.org/W2890096158","https://openalex.org/W2953352227","https://openalex.org/W2963532813","https://openalex.org/W2971121529","https://openalex.org/W2980994438","https://openalex.org/W3147294950","https://openalex.org/W3169236312","https://openalex.org/W3170655656","https://openalex.org/W3173655634","https://openalex.org/W3177318507","https://openalex.org/W3186800956","https://openalex.org/W3193512724","https://openalex.org/W3199040194","https://openalex.org/W3205952217","https://openalex.org/W3209698397","https://openalex.org/W3212890323","https://openalex.org/W4200269197","https://openalex.org/W4206189171","https://openalex.org/W4249224151","https://openalex.org/W4280497349","https://openalex.org/W4283823780","https://openalex.org/W4298069009","https://openalex.org/W4311506751","https://openalex.org/W4318183047","https://openalex.org/W4380089405","https://openalex.org/W4382203079","https://openalex.org/W4382239356","https://openalex.org/W4385245566","https://openalex.org/W4387776604","https://openalex.org/W4387816777","https://openalex.org/W4388116457","https://openalex.org/W4390140080","https://openalex.org/W4392454893","https://openalex.org/W4392516232"],"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/W4312417841","https://openalex.org/W4210874298"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}