{"id":"https://openalex.org/W4412514969","doi":"https://doi.org/10.1007/978-981-96-9875-2_43","title":"BiMa-Former: A Dual-Token Hybrid Model with Bidirectional Mamba and Transformer for Temporal- Multivariate Decoupled Forecasting","display_name":"BiMa-Former: A Dual-Token Hybrid Model with Bidirectional Mamba and Transformer for Temporal- Multivariate Decoupled Forecasting","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412514969","doi":"https://doi.org/10.1007/978-981-96-9875-2_43"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-9875-2_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-9875-2_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5010742952","display_name":"Jin Li","orcid":"https://orcid.org/0000-0001-9658-8184"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Li","raw_affiliation_strings":["College of Software, Taiyuan University of Technology, Taiyuan, 030600, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Software, Taiyuan University of Technology, Taiyuan, 030600, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069174014","display_name":"Yanrong Hao","orcid":"https://orcid.org/0000-0002-6618-467X"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanrong Hao","raw_affiliation_strings":["College of Software, Taiyuan University of Technology, Taiyuan, 030600, China"],"raw_orcid":"https://orcid.org/0000-0002-6618-467X","affiliations":[{"raw_affiliation_string":"College of Software, Taiyuan University of Technology, Taiyuan, 030600, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101761941","display_name":"Xin Wen","orcid":"https://orcid.org/0000-0002-5701-7941"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wen","raw_affiliation_strings":["College of Software, Taiyuan University of Technology, Taiyuan, 030600, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Software, Taiyuan University of Technology, Taiyuan, 030600, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100781975","display_name":"Lining Zhang","orcid":"https://orcid.org/0000-0003-1472-7852"},"institutions":[{"id":"https://openalex.org/I4210167045","display_name":"Shanxi Transportation Research Institute","ror":"https://ror.org/05y7veh17","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210167045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linliang Zhang","raw_affiliation_strings":["Shanxi Intelligent Transportation Laboratory Co., Ltd., Taiyuan, 030036, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanxi Intelligent Transportation Laboratory Co., Ltd., Taiyuan, 030036, China","institution_ids":["https://openalex.org/I4210167045"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jianbao Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210167045","display_name":"Shanxi Transportation Research Institute","ror":"https://ror.org/05y7veh17","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210167045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbao Luo","raw_affiliation_strings":["Shanxi Intelligent Transportation Laboratory Co., Ltd., Taiyuan, 030036, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanxi Intelligent Transportation Laboratory Co., Ltd., Taiyuan, 030036, China","institution_ids":["https://openalex.org/I4210167045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101510200","display_name":"Ruijie He","orcid":"https://orcid.org/0000-0002-0269-1082"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruijie He","raw_affiliation_strings":["College of Software, Taiyuan University of Technology, Taiyuan, 030600, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Software, Taiyuan University of Technology, Taiyuan, 030600, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101748272","display_name":"Rui Cao","orcid":"https://orcid.org/0000-0003-4906-0453"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Cao","raw_affiliation_strings":["College of Software, Taiyuan University of Technology, Taiyuan, 030600, China"],"raw_orcid":"https://orcid.org/0000-0003-4906-0453","affiliations":[{"raw_affiliation_string":"College of Software, Taiyuan University of Technology, Taiyuan, 030600, China","institution_ids":["https://openalex.org/I9086337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069174014","https://openalex.org/A5101748272"],"corresponding_institution_ids":["https://openalex.org/I9086337"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"509","last_page":"521"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9972000122070312,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9897000193595886,"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":0.9882000088691711,"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/computer-science","display_name":"Computer science","score":0.6991063952445984},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6203024983406067},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6108749508857727},{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.561791718006134},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4420262575149536},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17287912964820862},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14363166689872742},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14349067211151123},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07550203800201416},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06577092409133911}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6991063952445984},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6203024983406067},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6108749508857727},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.561791718006134},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4420262575149536},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17287912964820862},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14363166689872742},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14349067211151123},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07550203800201416},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06577092409133911},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-9875-2_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-9875-2_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3019433526","https://openalex.org/W3155806510","https://openalex.org/W3171884590","https://openalex.org/W3173539742","https://openalex.org/W3177318507","https://openalex.org/W3209731954","https://openalex.org/W4382203079","https://openalex.org/W4402134921","https://openalex.org/W4403488223","https://openalex.org/W6630516856"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4388335561","https://openalex.org/W2970530566","https://openalex.org/W4288261899","https://openalex.org/W4307309205","https://openalex.org/W2967478618","https://openalex.org/W4385009901","https://openalex.org/W4304700937"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}