{"id":"https://openalex.org/W7160698698","doi":"https://doi.org/10.1016/j.ins.2026.123599","title":"GLPT: Global-local pyramid transformer for multivariate time series forecasting","display_name":"GLPT: Global-local pyramid transformer for multivariate time series forecasting","publication_year":2026,"publication_date":"2026-05-09","ids":{"openalex":"https://openalex.org/W7160698698","doi":"https://doi.org/10.1016/j.ins.2026.123599"},"language":"en","primary_location":{"id":"doi:10.1016/j.ins.2026.123599","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2026.123599","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"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":"Information Sciences","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/A5135767060","display_name":"Rui Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I3129996945","display_name":"Guilin University of Aerospace Technology","ror":"https://ror.org/00h1gc758","country_code":"CN","type":"education","lineage":["https://openalex.org/I3129996945"]},{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Zhou","raw_affiliation_strings":["School of Mathematics and Statistics, Guilin University of Technology, No. 12 Jiangan Road, Qixing District, Guilin, 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Guilin University of Technology, No. 12 Jiangan Road, Qixing District, Guilin, 541004, China","institution_ids":["https://openalex.org/I38706770","https://openalex.org/I3129996945","https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101696448","display_name":"Quanxi Feng","orcid":"https://orcid.org/0000-0002-7720-4453"},"institutions":[{"id":"https://openalex.org/I3129996945","display_name":"Guilin University of Aerospace Technology","ror":"https://ror.org/00h1gc758","country_code":"CN","type":"education","lineage":["https://openalex.org/I3129996945"]},{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Quanxi Feng","raw_affiliation_strings":["Guangxi Colleges and Universities Key Laboratory of Applied Statistics, Affiliated with Guilin University of Technology, Guilin, 541004, China","School of Mathematics and Statistics, Guilin University of Technology, No. 12 Jiangan Road, Qixing District, Guilin, 541004, China"],"raw_orcid":"https://orcid.org/0000-0002-7720-4453","affiliations":[{"raw_affiliation_string":"Guangxi Colleges and Universities Key Laboratory of Applied Statistics, Affiliated with Guilin University of Technology, Guilin, 541004, China","institution_ids":["https://openalex.org/I38706770","https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Guilin University of Technology, No. 12 Jiangan Road, Qixing District, Guilin, 541004, China","institution_ids":["https://openalex.org/I38706770","https://openalex.org/I3129996945","https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074929208","display_name":"Haonan Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I3129996945","display_name":"Guilin University of Aerospace Technology","ror":"https://ror.org/00h1gc758","country_code":"CN","type":"education","lineage":["https://openalex.org/I3129996945"]},{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haonan Wen","raw_affiliation_strings":["School of Mathematics and Statistics, Guilin University of Technology, No. 12 Jiangan Road, Qixing District, Guilin, 541004, China"],"raw_orcid":"https://orcid.org/0009-0008-6831-677X","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Guilin University of Technology, No. 12 Jiangan Road, Qixing District, Guilin, 541004, China","institution_ids":["https://openalex.org/I38706770","https://openalex.org/I3129996945","https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135776883","display_name":"Zhao Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Deng","raw_affiliation_strings":["School of Mathematics and Statistics, Xidian University, No. 2 South Taibai Road, Yanta District, Xi\u2019an, 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xidian University, No. 2 South Taibai Road, Yanta District, Xi\u2019an, 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132949743","display_name":"WU Ai","orcid":null},"institutions":[{"id":"https://openalex.org/I3129996945","display_name":"Guilin University of Aerospace Technology","ror":"https://ror.org/00h1gc758","country_code":"CN","type":"education","lineage":["https://openalex.org/I3129996945"]},{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Ai","raw_affiliation_strings":["Guangxi Colleges and Universities Key Laboratory of Applied Statistics, Affiliated with Guilin University of Technology, Guilin, 541004, China","School of Mathematics and Statistics, Guilin University of Technology, No. 12 Jiangan Road, Qixing District, Guilin, 541004, China"],"raw_orcid":"https://orcid.org/0000-0001-5260-826X","affiliations":[{"raw_affiliation_string":"Guangxi Colleges and Universities Key Laboratory of Applied Statistics, Affiliated with Guilin University of Technology, Guilin, 541004, China","institution_ids":["https://openalex.org/I38706770","https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Guilin University of Technology, No. 12 Jiangan Road, Qixing District, Guilin, 541004, China","institution_ids":["https://openalex.org/I38706770","https://openalex.org/I3129996945","https://openalex.org/I5343935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010638666","display_name":"Gary G. Yen","orcid":"https://orcid.org/0000-0001-8851-5348"},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gary G. Yen","raw_affiliation_strings":["College of Computer Science, Sichuan University, No. 24 South Section 1, Yihuan Road, Chengdu High-Tech Zone, Chengdu, 610065, China"],"raw_orcid":"https://orcid.org/0000-0001-8851-5348","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, No. 24 South Section 1, Yihuan Road, Chengdu High-Tech Zone, Chengdu, 610065, China","institution_ids":["https://openalex.org/I31595395"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010638666","https://openalex.org/A5101696448"],"corresponding_institution_ids":["https://openalex.org/I3129996945","https://openalex.org/I31595395","https://openalex.org/I38706770","https://openalex.org/I5343935"],"apc_list":{"value":3330,"currency":"USD","value_usd":3330},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.92406948,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"753","issue":null,"first_page":"123599","last_page":"123599"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.29030001163482666,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.29030001163482666,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.21379999816417694,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.17329999804496765,"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/multivariate-statistics","display_name":"Multivariate statistics","score":0.557200014591217},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5476999878883362},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4851999878883362},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.39899998903274536},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.36809998750686646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6025999784469604},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.557200014591217},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5476999878883362},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4851999878883362},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41589999198913574},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.39899998903274536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39879998564720154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39239999651908875},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.36809998750686646},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3544999957084656},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33090001344680786},{"id":"https://openalex.org/C122282355","wikidata":"https://www.wikidata.org/wiki/Q7246855","display_name":"Probabilistic forecasting","level":3,"score":0.2624000012874603}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ins.2026.123599","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2026.123599","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"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":"Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6558576226234436,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W4391543346","https://openalex.org/W4396559861","https://openalex.org/W4396877909","https://openalex.org/W4399285051","https://openalex.org/W4401009473","https://openalex.org/W4402056503","https://openalex.org/W4405386924","https://openalex.org/W4406401803","https://openalex.org/W4407358239","https://openalex.org/W4408977646","https://openalex.org/W4409695029","https://openalex.org/W4410022315","https://openalex.org/W4413126782","https://openalex.org/W4414458129"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-13T06:04:23.736269","created_date":"2026-05-10T00:00:00"}
