{"id":"https://openalex.org/W4408275224","doi":"https://doi.org/10.1007/978-981-96-2911-4_16","title":"IPSTT: Intention-Based Transformer for\u00a0Multivariate Time Series Forecasting","display_name":"IPSTT: Intention-Based Transformer for\u00a0Multivariate Time Series Forecasting","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408275224","doi":"https://doi.org/10.1007/978-981-96-2911-4_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-2911-4_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-2911-4_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5115593309","display_name":"Jingwei Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117754","display_name":"Chinese Academy of Civil Aviation Science and Technology","ror":"https://ror.org/023zynq23","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210117754"]},{"id":"https://openalex.org/I4210123833","display_name":"Civil Aviation Management Institute of China","ror":"https://ror.org/03eh3c696","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123833"]},{"id":"https://openalex.org/I4387152784","display_name":"Chinese Aeronautical Establishment","ror":"https://ror.org/01qwh7a74","country_code":"CN","type":"government","lineage":["https://openalex.org/I4387152784"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingwei Wang","raw_affiliation_strings":["China Aviation System Engineering Institute, Beijing, 100029, China","Chinese Aeronautical Establishment, Beijing, 100029, China"],"affiliations":[{"raw_affiliation_string":"China Aviation System Engineering Institute, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210123833"]},{"raw_affiliation_string":"Chinese Aeronautical Establishment, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210117754","https://openalex.org/I4387152784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072704732","display_name":"Junkai Tan","orcid":"https://orcid.org/0009-0000-2323-3892"},"institutions":[{"id":"https://openalex.org/I4210117754","display_name":"Chinese Academy of Civil Aviation Science and Technology","ror":"https://ror.org/023zynq23","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210117754"]},{"id":"https://openalex.org/I4210123833","display_name":"Civil Aviation Management Institute of China","ror":"https://ror.org/03eh3c696","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123833"]},{"id":"https://openalex.org/I4387152784","display_name":"Chinese Aeronautical Establishment","ror":"https://ror.org/01qwh7a74","country_code":"CN","type":"government","lineage":["https://openalex.org/I4387152784"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianmei Tan","raw_affiliation_strings":["China Aviation System Engineering Institute, Beijing, 100029, China","Chinese Aeronautical Establishment, Beijing, 100029, China"],"affiliations":[{"raw_affiliation_string":"China Aviation System Engineering Institute, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210123833"]},{"raw_affiliation_string":"Chinese Aeronautical Establishment, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210117754","https://openalex.org/I4387152784"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chang Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117754","display_name":"Chinese Academy of Civil Aviation Science and Technology","ror":"https://ror.org/023zynq23","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210117754"]},{"id":"https://openalex.org/I4210123833","display_name":"Civil Aviation Management Institute of China","ror":"https://ror.org/03eh3c696","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123833"]},{"id":"https://openalex.org/I4387152784","display_name":"Chinese Aeronautical Establishment","ror":"https://ror.org/01qwh7a74","country_code":"CN","type":"government","lineage":["https://openalex.org/I4387152784"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Lu","raw_affiliation_strings":["China Aviation System Engineering Institute, Beijing, 100029, China","Chinese Aeronautical Establishment, Beijing, 100029, China"],"affiliations":[{"raw_affiliation_string":"China Aviation System Engineering Institute, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210123833"]},{"raw_affiliation_string":"Chinese Aeronautical Establishment, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210117754","https://openalex.org/I4387152784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043587183","display_name":"Ming Zhao","orcid":"https://orcid.org/0000-0003-4996-7821"},"institutions":[{"id":"https://openalex.org/I4210117754","display_name":"Chinese Academy of Civil Aviation Science and Technology","ror":"https://ror.org/023zynq23","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210117754"]},{"id":"https://openalex.org/I4210123833","display_name":"Civil Aviation Management Institute of China","ror":"https://ror.org/03eh3c696","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123833"]},{"id":"https://openalex.org/I4387152784","display_name":"Chinese Aeronautical Establishment","ror":"https://ror.org/01qwh7a74","country_code":"CN","type":"government","lineage":["https://openalex.org/I4387152784"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengci Zhao","raw_affiliation_strings":["China Aviation System Engineering Institute, Beijing, 100029, China","Chinese Aeronautical Establishment, Beijing, 100029, China"],"affiliations":[{"raw_affiliation_string":"China Aviation System Engineering Institute, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210123833"]},{"raw_affiliation_string":"Chinese Aeronautical Establishment, Beijing, 100029, China","institution_ids":["https://openalex.org/I4210117754","https://openalex.org/I4387152784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5115593309"],"corresponding_institution_ids":["https://openalex.org/I4210117754","https://openalex.org/I4210123833","https://openalex.org/I4387152784"],"apc_list":null,"apc_paid":null,"fwci":5.3601,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90161943,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"156","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9915000200271606,"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":0.9858999848365784,"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":0.5859963297843933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5177797079086304},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4982752799987793},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.49012407660484314},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19953149557113647},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15209457278251648},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09892022609710693},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06769421696662903}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5859963297843933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5177797079086304},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4982752799987793},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.49012407660484314},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19953149557113647},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15209457278251648},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09892022609710693},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06769421696662903},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-2911-4_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-2911-4_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1985164990","https://openalex.org/W2268207689","https://openalex.org/W2604847698","https://openalex.org/W2954731415","https://openalex.org/W3000386982","https://openalex.org/W3041430681","https://openalex.org/W3080253043","https://openalex.org/W3111507638","https://openalex.org/W3173539742","https://openalex.org/W3186621246","https://openalex.org/W3205898195","https://openalex.org/W4283739673","https://openalex.org/W4294344554","https://openalex.org/W4303647739","https://openalex.org/W4362714549","https://openalex.org/W4372342073","https://openalex.org/W4387848755","https://openalex.org/W4391946402","https://openalex.org/W4401839106","https://openalex.org/W6600574797","https://openalex.org/W6889955440"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2118640767"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
