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Probabilistic Principal Curves on Riemannian Manifolds
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Kang, Seungwoo | - |
| dc.contributor.author | Oh, Hee Seok | - |
| dc.date.accessioned | 2024-07-24T01:05:24Z | - |
| dc.date.available | 2024-07-24T01:05:24Z | - |
| dc.date.created | 2024-07-02 | - |
| dc.date.issued | 2024-07 | - |
| dc.identifier.citation | IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.46 No.7, pp.4843-4849 | - |
| dc.identifier.issn | 0162-8828 | - |
| dc.identifier.uri | https://hdl.handle.net/10371/204776 | - |
| dc.description.abstract | This paper studies a new curve-fitting approach to data on Riemannian manifolds. We define a principal curve based on a mixture model for observations and unobserved latent variables and propose a new algorithm to estimate the principal curve for given data points on Riemannian manifolds. | - |
| dc.language | 영어 | - |
| dc.publisher | Institute of Electrical and Electronics Engineers | - |
| dc.title | Probabilistic Principal Curves on Riemannian Manifolds | - |
| dc.type | Article | - |
| dc.identifier.doi | 10.1109/TPAMI.2024.3357801 | - |
| dc.citation.journaltitle | IEEE Transactions on Pattern Analysis and Machine Intelligence | - |
| dc.identifier.wosid | 001240147800024 | - |
| dc.identifier.scopusid | 2-s2.0-85183986085 | - |
| dc.citation.endpage | 4849 | - |
| dc.citation.number | 7 | - |
| dc.citation.startpage | 4843 | - |
| dc.citation.volume | 46 | - |
| dc.description.isOpenAccess | N | - |
| dc.contributor.affiliatedAuthor | Oh, Hee Seok | - |
| dc.type.docType | Article | - |
| dc.description.journalClass | 1 | - |
| dc.subject.keywordPlus | GEOMETRY | - |
| dc.subject.keywordAuthor | Manifolds | - |
| dc.subject.keywordAuthor | Probabilistic logic | - |
| dc.subject.keywordAuthor | Gaussian distribution | - |
| dc.subject.keywordAuthor | Fitting | - |
| dc.subject.keywordAuthor | Principal component analysis | - |
| dc.subject.keywordAuthor | Wrapping | - |
| dc.subject.keywordAuthor | Time series analysis | - |
| dc.subject.keywordAuthor | Dimensionality reduction | - |
| dc.subject.keywordAuthor | EM algorithm | - |
| dc.subject.keywordAuthor | principal curve | - |
| dc.subject.keywordAuthor | Riemannian manifold | - |
| dc.subject.keywordAuthor | symmetric space | - |
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