| Presentation | 2017-10-12 Generalized Subclass Method for Multi-label Classification Batzaya Norov-Erdene, Mineichi Kudo, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Multi-label classification (MLC) problems are emerging in medical diagnosis, web page annotation, image annotation, etc. Due to the nature of their source data, mostly data being collected time to time, the problem size such as the number of data, the number of features, and the number of classes (labels), becomes so large that conventional algorithms cannot be applied in the limitation of memory and computation time. We solve this scale problem by dividing a large-scale problem into a reasonable number of medium- or small-scale problems. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multi-label Classification / Subclass method |
| Paper # | PRMU2017-74 |
| Date of Issue | 2017-10-05 (PRMU) |
| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2017/10/12(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) |
| Vice Chair | Hironobu Fujiyoshi(Chubu Univ.) / Yoshihisa Ijiri(Omron) |
| Secretary | Hironobu Fujiyoshi(AIST) / Yoshihisa Ijiri(NAIST) |
| Assistant | Masato Ishii(NEC) / Yusuke Sugano(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Generalized Subclass Method for Multi-label Classification |
| Sub Title (in English) | |
| Keyword(1) | Multi-label Classification |
| Keyword(2) | Subclass method |
| 1st Author's Name | Batzaya Norov-Erdene |
| 1st Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| 2nd Author's Name | Mineichi Kudo |
| 2nd Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| Date | 2017-10-12 |
| Paper # | PRMU2017-74 |
| Volume (vol) | vol.117 |
| Number (no) | PRMU-238 |
| Page | pp.pp.67-72(PRMU), |
| #Pages | 6 |
| Date of Issue | 2017-10-05 (PRMU) |