| Presentation | 2000/7/13 Application of adaptive local nonlinear approximation to the certification of long-term care Takaya Miyano, Takako Tsutsui, Yoichi Seki, Hitoshi Taniguchi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Local nonlinear approximation technique originally introduced by Sugihara and May for chaotic time series prediction is applied to the certification of the need for long-term care for the care insurance program that set out last April in Japan. The approximating model is capable of representing the decision rule for the certification as the nonlinearly weighted sum of basis examples closest to the current situation of a frail elderly applicant. Themetric measuring the closeness is automatically optimized by means of the Caprile-Girosi algorithm. From the standpoint of recent work by Lee and Seung, we may view this method as a sparsely distributed and parts-based representation of the decision rule as a realization of"common sense"of the society. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | long-term care / local nonlinear approximation / inductive inference |
| Paper # | CAS2000-49,NLP2000-57 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2000/7/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Application of adaptive local nonlinear approximation to the certification of long-term care |
| Sub Title (in English) | |
| Keyword(1) | long-term care |
| Keyword(2) | local nonlinear approximation |
| Keyword(3) | 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 | 2000/7/13 |
| Paper # | CAS2000-49,NLP2000-57 |
| Volume (vol) | vol.100 |
| Number (no) | 205 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |