| Presentation | 2003/1/28 Meteorological data classification and submodels estimation by competitive modular networks Mitsutoshi SAITO, Tetsuo FURUKAWA, Syozo YASUI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The meteorological data classification method using competitive modular networks is proposed. The method is used in conjunction with a set of multilayer-perceptron models. A large number of monthly meteorological data collected from various areas of Japan are processed to obtain meteorological types. The results give some insight into region-season coupled changes. A study was also made by replacing the perceptron models by a simple recurrent network, in order to deal with the time series data more directly for better understanding of the underlying dynamcal aspects. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | competitive modular networks / time series models / meteorological classification |
| Paper # | NC2002-131 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2003/1/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Meteorological data classification and submodels estimation by competitive modular networks |
| Sub Title (in English) | |
| Keyword(1) | competitive modular networks |
| Keyword(2) | time series models |
| Keyword(3) | meteorological classification |
| 1st Author's Name | Mitsutoshi SAITO |
| 1st Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology() |
| 2nd Author's Name | Tetsuo FURUKAWA |
| 2nd Author's Affiliation | Faculty of Computer Science and Systems Engineering, Kyushu Institute of Technology |
| 3rd Author's Name | Syozo YASUI |
| 3rd Author's Affiliation | Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology |
| Date | 2003/1/28 |
| Paper # | NC2002-131 |
| Volume (vol) | vol.102 |
| Number (no) | 628 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |