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MFPCA: Multiscale Functional Principal Component Analysis
We consider the problem of performing dimension reduction on heteroscedastic functional data where the variance is in different scales over entire domain. The aim of this paper is to propose a novel multiscale functional principal component analysis (MFPCA) approach to address such heteroscedastic i...
Wedi'i Gadw mewn:
| Cyhoeddwyd yn: | Proc AAAI Conf Artif Intell |
|---|---|
| Prif Awduron: | , |
| Fformat: | Artigo |
| Iaith: | Inglês |
| Cyhoeddwyd: |
2019
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| Pynciau: | |
| Mynediad Ar-lein: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6724544/ https://ncbi.nlm.nih.gov/pubmed/31485380 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1609/aaai.v33i01.33014320 |
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