Paper Abstract and Keywords |
Presentation |
2018-01-26 14:15
An application of association rule mining for the brain functional connectivity networks during different facial expressions Asako Watanabe, Toshimasa Yamazaki (Kyutech) NC2017-53 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Electroencephalograms (EEGs) during facial expression were measured. We calculated synchronization likelihood (SL) shows which pairs of electrodes are highly synchronized in time course. Sometimes, SL in different electrode pairs have the peaks at same time. The pairs were gathered to construct brain functional connectivity networks (BFCNs) as the edges in the network. We reconstructed the networks based on the results of association rule mining and quantified them. Finally, we proposed the efficiency of an application of association rule mining to EEG research field. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Electroencephalograms / Synchronization likelihood / Brain functional connectivity network / Association rule mining / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 417, NC2017-53, pp. 17-22, Jan. 2018. |
Paper # |
NC2017-53 |
Date of Issue |
2018-01-19 (NC) |
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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NC2017-53 |
Conference Information |
Committee |
MBE NC NLP |
Conference Date |
2018-01-26 - 2018-01-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyushu Institute of Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
ME, generalImplementation of Neuro Computing,Analysis and Modeling of Human Science, |
Paper Information |
Registration To |
NC |
Conference Code |
2018-01-MBE-NC-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
An application of association rule mining for the brain functional connectivity networks during different facial expressions |
Sub Title (in English) |
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Keyword(1) |
Electroencephalograms |
Keyword(2) |
Synchronization likelihood |
Keyword(3) |
Brain functional connectivity network |
Keyword(4) |
Association rule mining |
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1st Author's Name |
Asako Watanabe |
1st Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
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Toshimasa Yamazaki |
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Kyushu Institute of Technology (Kyutech) |
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Speaker |
Author-1 |
Date Time |
2018-01-26 14:15:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2017-53 |
Volume (vol) |
vol.117 |
Number (no) |
no.417 |
Page |
pp.17-22 |
#Pages |
6 |
Date of Issue |
2018-01-19 (NC) |