Paper Abstract and Keywords |
Presentation |
2014-11-18 15:00
[Poster Presentation]
The method of clustering data on polar codinates Yuji Fujjiwara (INCT), Kazuhisa Fujita (INCT/UEC) IBISML2014-74 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Clustering is used for various data analysis, for example, data mining, image processing and so on. Many methods of clustering are applied to data on Cartesian coordinates. However, these methods can not provide clustering data on polar coordinates. The purpose of this study is to develop a novel clustering method (polar k-means) that is applied to data on polar coordinates. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
clustering / k-means / sk-means / gaussian distribution / von Mises-Fisher distribution / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 306, IBISML2014-74, pp. 293-297, Nov. 2014. |
Paper # |
IBISML2014-74 |
Date of Issue |
2014-11-10 (IBISML) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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IBISML2014-74 |
Conference Information |
Committee |
IBISML |
Conference Date |
2014-11-17 - 2014-11-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Nagoya Univ. |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
IBISML |
Conference Code |
2014-11-IBISML |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
The method of clustering data on polar codinates |
Sub Title (in English) |
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clustering |
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k-means |
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sk-means |
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gaussian distribution |
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von Mises-Fisher distribution |
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1st Author's Name |
Yuji Fujjiwara |
1st Author's Affiliation |
National Institute of Technology, Tsuyama College (INCT) |
2nd Author's Name |
Kazuhisa Fujita |
2nd Author's Affiliation |
National Institute of Technology, Tsuyama College/Universtity of Electro-Communications (INCT/UEC) |
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Speaker |
Author-1 |
Date Time |
2014-11-18 15:00:00 |
Presentation Time |
180 minutes |
Registration for |
IBISML |
Paper # |
IBISML2014-74 |
Volume (vol) |
vol.114 |
Number (no) |
no.306 |
Page |
pp.293-297 |
#Pages |
5 |
Date of Issue |
2014-11-10 (IBISML) |
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