| Presentation | 2007-06-29 Analysis of Volume Prototypes and Comparison with Mixture Models Maiko SATO, Mineichi KUDO, Jun TOYAMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In these years, we often deal with an enormous amount of data in a large variety of pattern recognition tasks. As an efficient prototype, we have proposed a volume prototype. In this paper, we analyze the nature of volume prototypes, especially in comparison with mixture models. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Volume prototype / Mixture models / Data compression / Large-Scale problems / Data stream |
| Paper # | DE2007-17,PRMU2007-43 |
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| Conference Information | |
| Committee | DE |
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| Conference Date | 2007/6/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Data Engineering (DE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of Volume Prototypes and Comparison with Mixture Models |
| Sub Title (in English) | |
| Keyword(1) | Volume prototype |
| Keyword(2) | Mixture models |
| Keyword(3) | Data compression |
| Keyword(4) | Large-Scale problems |
| Keyword(5) | Data stream |
| 1st Author's Name | Maiko SATO |
| 1st Author's Affiliation | Hokkaido University() |
| 2nd Author's Name | Mineichi KUDO |
| 2nd Author's Affiliation | Hokkaido University |
| 3rd Author's Name | Jun TOYAMA |
| 3rd Author's Affiliation | Hokkaido University |
| Date | 2007-06-29 |
| Paper # | DE2007-17,PRMU2007-43 |
| Volume (vol) | vol.107 |
| Number (no) | 114 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |