{"id":"https://openalex.org/W7134177726","doi":"https://doi.org/10.1109/bigdata66926.2025.11402331","title":"Weighted Sum TimeMixerMax: Capturing Peak Dynamics in Multivariate Time Series Forecasting","display_name":"Weighted Sum TimeMixerMax: Capturing Peak Dynamics in Multivariate Time Series Forecasting","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134177726","doi":"https://doi.org/10.1109/bigdata66926.2025.11402331"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11402331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402331","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-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/A5094189138","display_name":"Akhash Vellandurai","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Akhash Vellandurai","raw_affiliation_strings":["R&D Centre, Hitachi India Pvt Ltd,Bangalore,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"R&D Centre, Hitachi India Pvt Ltd,Bangalore,Karnataka,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128340441","display_name":"Ankit Sharma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ankit Sharma","raw_affiliation_strings":["R&D Centre, Hitachi India Pvt Ltd,Bangalore,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"R&D Centre, Hitachi India Pvt Ltd,Bangalore,Karnataka,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101176506","display_name":"Vinoth Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vinoth Kumar","raw_affiliation_strings":["R&D Centre, Hitachi India Pvt Ltd,Bangalore,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"R&D Centre, Hitachi India Pvt Ltd,Bangalore,Karnataka,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128335527","display_name":"Kingshuk Banerjee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kingshuk Banerjee","raw_affiliation_strings":["R&D Centre, Hitachi India Pvt Ltd,Bangalore,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"R&D Centre, Hitachi India Pvt Ltd,Bangalore,Karnataka,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5094189138"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.76929117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7287","last_page":"7293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.7752000093460083,"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":0.7752000093460083,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.08760000020265579,"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":0.025499999523162842,"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/series","display_name":"Series (stratigraphy)","score":0.5188999772071838},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5087000131607056},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.49239999055862427},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.3871999979019165},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2705000042915344}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5188999772071838},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5087000131607056},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.49239999055862427},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47110000252723694},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.3871999979019165},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.35740000009536743},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.34450000524520874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33489999175071716},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.30399999022483826},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.2655999958515167},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11402331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402331","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6835917830467224}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2025391890","https://openalex.org/W2053362634","https://openalex.org/W2092135686","https://openalex.org/W2093635770","https://openalex.org/W2122412514","https://openalex.org/W2170785963","https://openalex.org/W2946782700","https://openalex.org/W2969877590","https://openalex.org/W4220870779","https://openalex.org/W4281256849","https://openalex.org/W4387846860"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-09T07:06:17.341095","created_date":"2026-03-09T00:00:00"}