{"id":"https://openalex.org/W4410615717","doi":"https://doi.org/10.1016/j.asoc.2025.113208","title":"A lightweight model for long-term multivariate time series forecasting via high-dimensional feature maps","display_name":"A lightweight model for long-term multivariate time series forecasting via high-dimensional feature maps","publication_year":2025,"publication_date":"2025-05-22","ids":{"openalex":"https://openalex.org/W4410615717","doi":"https://doi.org/10.1016/j.asoc.2025.113208"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2025.113208","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2025.113208","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"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":"Applied Soft Computing","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/A5024487323","display_name":"Shixiang Tang","orcid":"https://orcid.org/0009-0009-6290-1924"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixiang Tang","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, 200444, China"],"raw_orcid":"https://orcid.org/0009-0009-6290-1924","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, 200444, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058259220","display_name":"Yepeng Guan","orcid":"https://orcid.org/0000-0003-1854-1430"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210100356","display_name":"Ministry of Education","ror":"https://ror.org/018f7hf93","country_code":"CL","type":"government","lineage":["https://openalex.org/I4210100356"]}],"countries":["CL","CN"],"is_corresponding":true,"raw_author_name":"Yepeng Guan","raw_affiliation_strings":["Key Laboratory of Advanced Display and System Application, Ministry of Education, Shanghai, 200072, China","Key Laboratory of Silicate Cultural Relics Conservation (Shanghai University), Ministry of Education, Shanghai, 200444, China","School of Communication and Information Engineering, Shanghai University, Shanghai, 200444, China"],"raw_orcid":"https://orcid.org/0000-0003-1854-1430","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Display and System Application, Ministry of Education, Shanghai, 200072, China","institution_ids":["https://openalex.org/I4210100356"]},{"raw_affiliation_string":"Key Laboratory of Silicate Cultural Relics Conservation (Shanghai University), Ministry of Education, Shanghai, 200444, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, 200444, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058259220"],"corresponding_institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210100356"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.4626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62983864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"178","issue":null,"first_page":"113208","last_page":"113208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9988999962806702,"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":0.9988999962806702,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.996999979019165,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9969000220298767,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.7217638492584229},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7157283425331116},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.7088907957077026},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6512012481689453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6486802101135254},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6214751601219177},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48313209414482117},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4298862814903259},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39694949984550476},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3358609974384308},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07332491874694824}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7217638492584229},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7157283425331116},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7088907957077026},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6512012481689453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6486802101135254},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6214751601219177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48313209414482117},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4298862814903259},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39694949984550476},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3358609974384308},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07332491874694824},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2025.113208","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2025.113208","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"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":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G4930346226","display_name":null,"funder_award_id":"2020YFC1523004","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320325553","display_name":"Shanghai University","ror":"https://ror.org/006teas31"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1583837637","https://openalex.org/W2006795008","https://openalex.org/W2122016003","https://openalex.org/W2126831543","https://openalex.org/W2552480641","https://openalex.org/W2604847698","https://openalex.org/W2914304175","https://openalex.org/W3019433526","https://openalex.org/W3036363354","https://openalex.org/W3171438403","https://openalex.org/W3171665133","https://openalex.org/W3177318507","https://openalex.org/W4210724049","https://openalex.org/W4220888588","https://openalex.org/W4225284516","https://openalex.org/W4226237684","https://openalex.org/W4229065772","https://openalex.org/W4234842379","https://openalex.org/W4293049961","https://openalex.org/W4295312788","https://openalex.org/W4307640482","https://openalex.org/W4309694784","https://openalex.org/W4310987264","https://openalex.org/W4313201684","https://openalex.org/W4320719393","https://openalex.org/W4320913262","https://openalex.org/W4322101461","https://openalex.org/W4361018931","https://openalex.org/W4362555231","https://openalex.org/W4366352791","https://openalex.org/W4366377753","https://openalex.org/W4382203079","https://openalex.org/W4385245566","https://openalex.org/W4385732423","https://openalex.org/W4385797779","https://openalex.org/W4386751909","https://openalex.org/W4388092614","https://openalex.org/W4390692353","https://openalex.org/W4391152322","https://openalex.org/W4391686575","https://openalex.org/W4393241094","https://openalex.org/W4394733584","https://openalex.org/W4400650555","https://openalex.org/W4401393439","https://openalex.org/W4402169807","https://openalex.org/W6628877408","https://openalex.org/W6729542563","https://openalex.org/W6739901393","https://openalex.org/W6755207826","https://openalex.org/W6761472960","https://openalex.org/W6766978945","https://openalex.org/W6771550025","https://openalex.org/W6771626834","https://openalex.org/W6772631766","https://openalex.org/W6775769155","https://openalex.org/W6786852218","https://openalex.org/W6789531297","https://openalex.org/W6797155008","https://openalex.org/W6797297377","https://openalex.org/W6809864998","https://openalex.org/W6810637551","https://openalex.org/W6810873238","https://openalex.org/W6838517371","https://openalex.org/W6845625448","https://openalex.org/W6846825190","https://openalex.org/W6848269516","https://openalex.org/W6849157316","https://openalex.org/W6849726903","https://openalex.org/W6851072188","https://openalex.org/W6857279128","https://openalex.org/W6858519842","https://openalex.org/W6863116366","https://openalex.org/W6889955440"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W2980611886","https://openalex.org/W42295635","https://openalex.org/W1991765889","https://openalex.org/W1973996291","https://openalex.org/W2118640767","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
