Multivariable time series forecasting using model fusion
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Multiple-instance configurations risk losing critical information when information from instances is fused.
“the risk of losing critical information when the information obtained from these instances is fused [20,21]”
From TVGeAN: Tensor Visibility Graph-Enhanced Attention Network for Versatile Multivariant Time Series Learning Tasks (2024) · cites this paper as [21]
Cited by
Sorted by citations
Baz, M. (2024) · Mathematics · doi:10.3390/math12213320 · Cited by 1 · see citing works
- Authors
- Wang, R., Pei, X., Zhu, J., Zhang, Z., Huang, X., Zhai, J., & Zhang, F.
- Affiliations
- University of Electronic Science and Technology of China (CN)
- Corresponding author
- Wang, Ruijin
- Venue
- Information Sciences
- Publisher
- Elsevier BV
- Published
- 2022-03
- Volume
- 585
- Pages
- 262-274
- ISSN
- 0020-0255 (ISSN-L)
- OpenAlex
- W3217045031
- Cited by
- 39
- References
- 0
- Citations by year
- 2026: 5 · 2025: 6 · 2024: 10 · 2023: 13 · 2022: 5
- FWCI
- 4.25
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Information Sciences (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Grey System Theory Applications
- Social Sciences › Decision Sciences › Management Science and Operations Research › Forecasting Techniques and Applications
- Physical Sciences › Computer Science › Signal Processing › Time Series Analysis and Forecasting
- Keywords
- model fusion, artificial fish swarm algorithm, parameter optimization, data decomposition, weighted sums, forecast accuracy
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review