| Presentation | 2000/12/7 Graph Representation of Class Information Using Discriminatory Information Yasukuni MORI, Mineichi KUDO, Jun TOYAMA, Masaru SHIMBO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In pattern recognition, understanding the structure of pattern data is important for measuring sufficiency of features at hand and for designing classifiers. We have proposed a visualization method with the help of graph representation in which discriminant information in the original space is correctly reflected. This method is different from conventional methods in the foliowing point : Instead of Individual data points, some subsets of data points are used in the proposed method in such a way that we construct a graph in which subsets are shown as nodes and the intersections among these subsets are shown as edges. In this paper, the proposed method is compared with some conventional visualization methods in order to make the characteristics of these methods clear and to confirm the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Mapping / Data Analysis / Visualization / Graph Representation / Subclass Method |
| Paper # | PRMU2000-120 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2000/12/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Graph Representation of Class Information Using Discriminatory Information |
| Sub Title (in English) | |
| Keyword(1) | Mapping |
| Keyword(2) | Data Analysis |
| Keyword(3) | Visualization |
| Keyword(4) | Graph Representation |
| Keyword(5) | Subclass Method |
| 1st Author's Name | Yasukuni MORI |
| 1st Author's Affiliation | Division of Systems and Information Engineering Graduate School of Engineering Hokkaido University() |
| 2nd Author's Name | Mineichi KUDO |
| 2nd Author's Affiliation | Division of Systems and Information Engineering Graduate School of Engineering Hokkaido University |
| 3rd Author's Name | Jun TOYAMA |
| 3rd Author's Affiliation | Division of Systems and Information Engineering Graduate School of Engineering Hokkaido University |
| 4th Author's Name | Masaru SHIMBO |
| 4th Author's Affiliation | Division of Systems and Information Engineering Graduate School of Engineering Hokkaido University |
| Date | 2000/12/7 |
| Paper # | PRMU2000-120 |
| Volume (vol) | vol.100 |
| Number (no) | 507 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |