| Presentation | 2012-02-20 On Speeding Up of the Dynamic Coalescence Model Takeshi KAITA, Miki HASEYAMA, Hideo KITAJIMA, Shingo TOMITA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A cluster analysis method modified of Dynamic Coalescence Model(DCM) on reducing the calculation complexity is proposed. The number of component distributions of which a mixed distribution consists is generally unknown. The shape of each of the components is complicate in the structure. And, one of the components has complicate relationships to the others. DCM can find such a component as a corresponding single cluster of points. However, the DCM involves so many calculations that it is not considered practical. The calculation time of the proposed, modified DCM is examined to be short than that of the original DCM. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | clustering / Dynamic Coalescence Model / representative point |
| Paper # | ITS2011-29,IE2011-105 |
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| Conference Information | |
| Committee | ITS |
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| Conference Date | 2012/2/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Intelligent Transport Systems Technology (ITS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On Speeding Up of the Dynamic Coalescence Model |
| Sub Title (in English) | |
| Keyword(1) | clustering |
| Keyword(2) | Dynamic Coalescence Model |
| Keyword(3) | representative point |
| 1st Author's Name | Takeshi KAITA |
| 1st Author's Affiliation | Information Science and Technology Dpt., Oshima National College() |
| 2nd Author's Name | Miki HASEYAMA |
| 2nd Author's Affiliation | Graduate School of Information Science and Technology, Hokkaido Univ. |
| 3rd Author's Name | Hideo KITAJIMA |
| 3rd Author's Affiliation | Hokkaido Univ. |
| 4th Author's Name | Shingo TOMITA |
| 4th Author's Affiliation | Yamaguchi Univ. |
| Date | 2012-02-20 |
| Paper # | ITS2011-29,IE2011-105 |
| Volume (vol) | vol.111 |
| Number (no) | 441 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |