| Paper Abstract and Keywords |
| Presentation |
2005-07-15 14:55
*
Takeshi Kaita (Oshima Col.), Hideo Kitajima, Miki Haseyama (Hokkaido Univ.), Shingo Tomita (Shobi Univ.), Junkichi Yamanaka (Oshima Col.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
A new discrete clustering method is proposed. Its procedure is as follows. First, transpose feature space into discrete one by lattices and correspond each pattern to a lattice point. Second, move every point to its neighbor lattice point through lattices by gravitational force from other points under the concept of the static field, then suppose every point a sphere and coalesce touched ones. Repeat these until the number of points decreses to the desired, then class of a pattern is given by one of the coalesced. Distribution is transposed into another with which its kind is identified owing to short movements of points, but distribution coalescing needs a lot of steps. For this reason, adjust values of parameters to move points long but not to pass others. To show effectiveness of the proposed method, it is shown that standard of distribution transposing is unique. On movement of a point, firstly it is shown displacement of a point is given by convolution of force function and point distribution function. From this new viewpoint, secondly the force function is shown as filter and its window is not depended upon the parameters. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Clustering / Dynamic Coalesence Model / filter / wavelet / distribution identification / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 105, no. 175, SIP2005-70, pp. 39-44, July 2005. |
| Paper # |
SIP2005-70 |
| Date of Issue |
2005-07-08 (SIP, WBS) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
SIP WBS |
| Conference Date |
2005-07-14 - 2005-07-15 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Ehime Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Signal Processing, Wideband System, and etc. |
| Paper Information |
| Registration To |
SIP |
| Conference Code |
2005-07-SIP-WBS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
* |
| Sub Title (in English) |
|
| Keyword(1) |
Clustering |
| Keyword(2) |
Dynamic Coalesence Model |
| Keyword(3) |
filter |
| Keyword(4) |
wavelet |
| Keyword(5) |
distribution identification |
| Keyword(6) |
|
| Keyword(7) |
|
| Keyword(8) |
|
| 1st Author's Name |
Takeshi Kaita |
| 1st Author's Affiliation |
Oshima National College of Maritime Technology (Oshima Col.) |
| 2nd Author's Name |
Hideo Kitajima |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name |
Miki Haseyama |
| 3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 4th Author's Name |
Shingo Tomita |
| 4th Author's Affiliation |
Shobi Gakuen University (Shobi Univ.) |
| 5th Author's Name |
Junkichi Yamanaka |
| 5th Author's Affiliation |
Oshima National College of Maritime Technology (Oshima Col.) |
| 6th Author's Name |
|
| 6th Author's Affiliation |
() |
| 7th Author's Name |
|
| 7th Author's Affiliation |
() |
| 8th Author's Name |
|
| 8th Author's Affiliation |
() |
| 9th Author's Name |
|
| 9th Author's Affiliation |
() |
| 10th Author's Name |
|
| 10th Author's Affiliation |
() |
| 11th Author's Name |
|
| 11th Author's Affiliation |
() |
| 12th Author's Name |
|
| 12th Author's Affiliation |
() |
| 13th Author's Name |
|
| 13th Author's Affiliation |
() |
| 14th Author's Name |
|
| 14th Author's Affiliation |
() |
| 15th Author's Name |
|
| 15th Author's Affiliation |
() |
| 16th Author's Name |
|
| 16th Author's Affiliation |
() |
| 17th Author's Name |
|
| 17th Author's Affiliation |
() |
| 18th Author's Name |
|
| 18th Author's Affiliation |
() |
| 19th Author's Name |
|
| 19th Author's Affiliation |
() |
| 20th Author's Name |
|
| 20th Author's Affiliation |
() |
| Speaker |
Author-1 |
| Date Time |
2005-07-15 14:55:00 |
| Presentation Time |
25 minutes |
| Registration for |
SIP |
| Paper # |
SIP2005-70, WBS2005-28 |
| Volume (vol) |
vol.105 |
| Number (no) |
no.175(SIP), no.177(WBS) |
| Page |
pp.39-44 |
| #Pages |
6 |
| Date of Issue |
2005-07-08 (SIP, WBS) |
|