| Presentation | 2009-09-25 An Advanced Method of Labeling the Ordinary/Unordinary State with the Time-variable Features of Heart Rates Takuya MURAYAMA, Hirohisa TEZUKA, Shinyo MUTO, Masanobu ABE, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | we proposed ordinary/unordinary state's label to increase the kind of life log services and to improve the quality of the life log services. We have tried to classify heart rates data to ordinary/unordinary class before. In this paper, we show the results of experiments which we add new characters such as an average of heart rates in a certain window, and time-oriented characters to classify heart rates data with higher accuracy. And we show we classified subjects to two groups. The subjects in one groups, can be esitimated their ordinary/unordinary state from their heart rates. However, we studied the other group's subjects can not be estimated their ordinary/unordinary state from their heart rates. And we observed the case the labeling accuracy getting better with new characters in the case of subjects who can not be estimated their ordinary/unordinary state from their heart rates. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Life Log / Heart Rates / Ordinary/Unordinary / Clustering |
| Paper # | LOIS2009-34,IE2009-75 |
| Date of Issue |
| Conference Information | |
| Committee | LOIS |
|---|---|
| Conference Date | 2009/9/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Life Intelligence and Office Information Systems (LOIS) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Advanced Method of Labeling the Ordinary/Unordinary State with the Time-variable Features of Heart Rates |
| Sub Title (in English) | |
| Keyword(1) | Life Log |
| Keyword(2) | Heart Rates |
| Keyword(3) | Ordinary/Unordinary |
| Keyword(4) | Clustering |
| 1st Author's Name | Takuya MURAYAMA |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation() |
| 2nd Author's Name | Hirohisa TEZUKA |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation |
| 3rd Author's Name | Shinyo MUTO |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation |
| 4th Author's Name | Masanobu ABE |
| 4th Author's Affiliation | Nippon Telegraph and Telephone Corporation |
| Date | 2009-09-25 |
| Paper # | LOIS2009-34,IE2009-75 |
| Volume (vol) | vol.109 |
| Number (no) | 205 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |