| Paper Abstract and Keywords |
| Presentation |
2024-09-12 13:00
Proposal of Triple Correlation Coefficient Yukari Shirota (Gakushuin Univ), Basabi Chakraborty (MITS) DE2024-10 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In contemporary statistical analysis, most multivariate techniques are founded on covariance or correlation coefficients. These coefficients, however, are limited to capturing the relationship between pairs of variables and do not extend to the simultaneous analysis of multiple variables. This paper introduces the concept of the triple correlation coefficient, designed to elucidate the relationships among three variables concurrently. We will compare the similarity of clusters obtained through
hierarchical clustering with the triple correlation coefficient for evaluation. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
triple correlation / correlation coefficient / covariance / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 124, no. 185, DE2024-10, pp. 37-41, Sept. 2024. |
| Paper # |
DE2024-10 |
| Date of Issue |
2024-09-04 (DE) |
| ISSN |
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) |
| Download PDF |
DE2024-10 |
| Conference Information |
| Committee |
DE IPSJ-DBS IPSJ-IFAT |
| Conference Date |
2024-09-11 - 2024-09-12 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Awaji Yumebutai |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Bigdata management, information retrieval, knowledge discovery, etc. |
| Paper Information |
| Registration To |
DE |
| Conference Code |
2024-09-DE-DBS-IFAT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Proposal of Triple Correlation Coefficient |
| Sub Title (in English) |
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| Keyword(1) |
triple correlation |
| Keyword(2) |
correlation coefficient |
| Keyword(3) |
covariance |
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| 1st Author's Name |
Yukari Shirota |
| 1st Author's Affiliation |
Gakushuin University (Gakushuin Univ) |
| 2nd Author's Name |
Basabi Chakraborty |
| 2nd Author's Affiliation |
Madanapalle Institute of Technology and Science (MITS) |
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| Speaker |
Author-1 |
| Date Time |
2024-09-12 13:00:00 |
| Presentation Time |
25 minutes |
| Registration for |
DE |
| Paper # |
DE2024-10 |
| Volume (vol) |
vol.124 |
| Number (no) |
no.185 |
| Page |
pp.37-41 |
| #Pages |
5 |
| Date of Issue |
2024-09-04 (DE) |