| Presentation | 2001/3/10 Classification and prediction of complex data by nonlinear local reference of prototypical examples Takaya Miyano, Takako Tsutsui, Yoichi Seki, Hitoshi Taniguchi, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | An adaptive nonlinear local approximation technique based on the method originally introduced by Sugihara and May for chaotic time series prediction is applied to a classification problem of care needs certification for the long-term care insurance system and to a regression problem of forecasting nursing time of patients at acute care units of hospitals. The approximating model searches for similar examples to the situation of a current elderly person or patient from a library data base for reference, making an inference about the corresponding care class or nursing time by virtue of a nonlinear and additive combination of the basis examples. The present approach may capture reality of actual decision-making dependent on precedent examples. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | long-term care / need for nursing / local nonlinear approximation / inductive inference |
| Paper # | NLP2000-173 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 2001/3/10(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 | Nonlinear Problems (NLP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Classification and prediction of complex data by nonlinear local reference of prototypical examples |
| Sub Title (in English) | |
| Keyword(1) | long-term care |
| Keyword(2) | need for nursing |
| Keyword(3) | local nonlinear approximation |
| Keyword(4) | inductive inference |
| 1st Author's Name | Takaya Miyano |
| 1st Author's Affiliation | Hirosaki University() |
| 2nd Author's Name | Takako Tsutsui |
| 2nd Author's Affiliation | National Institute of Public Health |
| 3rd Author's Name | Yoichi Seki |
| 3rd Author's Affiliation | Gunma University |
| 4th Author's Name | Hitoshi Taniguchi |
| 4th Author's Affiliation | Chihaya T3 Corporation |
| Date | 2001/3/10 |
| Paper # | NLP2000-173 |
| Volume (vol) | vol.100 |
| Number (no) | 681 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |