| Presentation | 2004/3/12 Partially Supervised Learning by Label Propagation Kohei INOUE, Kiichi URAHAMA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A method is presented for partially supervised learning by a simple iterative method. Labels are propagated to unlabeled data via the similarity between data. The relationship to the regularization method and the convergence property of the present method are shown. A generalization method is presented for propagating labels to newly inputed data and is applied to face recognition. The present method is also applied to image retrieval. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | partially supervised learning / label propagation / pattern classification / similarity sreach |
| Paper # | PRMU-295 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2004/3/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Partially Supervised Learning by Label Propagation |
| Sub Title (in English) | |
| Keyword(1) | partially supervised learning |
| Keyword(2) | label propagation |
| Keyword(3) | pattern classification |
| Keyword(4) | similarity sreach |
| 1st Author's Name | Kohei INOUE |
| 1st Author's Affiliation | Faculty of Design, Kyushu University() |
| 2nd Author's Name | Kiichi URAHAMA |
| 2nd Author's Affiliation | Faculty of Design, Kyushu University |
| Date | 2004/3/12 |
| Paper # | PRMU-295 |
| Volume (vol) | vol.103 |
| Number (no) | 738 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |