| Presentation | 2019-03-17 [Fellow Memorial Lecture] From Small Sample Size Problem to Big Data Shinichiro Omachi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the field of pattern recognition, how to develop a precise classifier with limited small number of data used to be one of the important problems. We can acquire various data that can be used for training more easily than before. However, the fact that each data is extremely important in pattern recognition is unchanged. In this report, we will introduce some of our pattern recognition researches related to the small sample size problem. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Statistical pattern recognition / Small sample size problem / Curse of dimensionality / Big data |
| Paper # | BioX2018-38,PRMU2018-142 |
| Date of Issue | 2019-03-10 (BioX, PRMU) |
| Conference Information | |
| Committee | PRMU / BioX |
|---|---|
| Conference Date | 2019/3/17(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) / Kazuhiko Sumi(AGU) |
| Vice Chair | Yoshihisa Ijiri(Omron) / Toru Tamaki(Hiroshima Univ.) / Hitoshi Imaoka(NEC) / Tetsushi Ohki(Shizuoka Univ.) |
| Secretary | Yoshihisa Ijiri(NEC) / Toru Tamaki(Osaka Univ.) / Hitoshi Imaoka(Fujitsu Labs.) / Tetsushi Ohki(Univ. of Electro-Comm.) |
| Assistant | Go Irie(NTT) / Yoshitaka Ushiku(Univ. of Tokyo) / Norihiro Okui(KDDI Research) / Daishi Watabe(Saitama Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Biometrics |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Fellow Memorial Lecture] From Small Sample Size Problem to Big Data |
| Sub Title (in English) | |
| Keyword(1) | Statistical pattern recognition |
| Keyword(2) | Small sample size problem |
| Keyword(3) | Curse of dimensionality |
| Keyword(4) | Big data |
| 1st Author's Name | Shinichiro Omachi |
| 1st Author's Affiliation | Tohoku University(Tohoku Univ.) |
| Date | 2019-03-17 |
| Paper # | BioX2018-38,PRMU2018-142 |
| Volume (vol) | vol.118 |
| Number (no) | BioX-512,PRMU-513 |
| Page | pp.pp.59-60(BioX), pp.59-60(PRMU), |
| #Pages | 2 |
| Date of Issue | 2019-03-10 (BioX, PRMU) |