| Paper Abstract and Keywords |
| Presentation |
2013-03-08 09:30
Acquirement and usage causal relationship contained in multi-modal information Ryutaro Nishimura, Osamu Hasegawa (Tokyo Inst. of Tech.) EMM2012-114 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This study is aimed at development available method for estimation causal relationship in multi-modal information in robot intelligence. For development of robot capable of learning better, I improve efficiency in experiment at study of cognitive development, and I apply the obtained knowledge to robot intelligence. My proposed method uses outlier detection and short memory method for detection scene changing and matching feature and former relationship for prediction about the change in the future, finally, constructs causal relationship. In an experiment of relationship estimation and construction, relationship recall is over 70%. And I give promise of causal relationship from multi-modal information using former relationship got other source. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Multi-modal / Causal relationship / / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 112, no. 467, EMM2012-114, pp. 41-46, March 2013. |
| Paper # |
EMM2012-114 |
| Date of Issue |
2013-02-28 (EMM) |
| 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) |
| Download PDF |
EMM2012-114 |
| Conference Information |
| Committee |
EMM |
| Conference Date |
2013-03-07 - 2013-03-08 |
| Place (in Japanese) |
(See Japanese page) |
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| Topics (in Japanese) |
(See Japanese page) |
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| Paper Information |
| Registration To |
EMM |
| Conference Code |
2013-03-EMM |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Acquirement and usage causal relationship contained in multi-modal information |
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Multi-modal |
| Keyword(2) |
Causal relationship |
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| 1st Author's Name |
Ryutaro Nishimura |
| 1st Author's Affiliation |
Tokyo Institute of Technology (Tokyo Inst. of Tech.) |
| 2nd Author's Name |
Osamu Hasegawa |
| 2nd Author's Affiliation |
Tokyo Institute of Technology (Tokyo Inst. of Tech.) |
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| Speaker |
Author-1 |
| Date Time |
2013-03-08 09:30:00 |
| Presentation Time |
30 minutes |
| Registration for |
EMM |
| Paper # |
EMM2012-114 |
| Volume (vol) |
vol.112 |
| Number (no) |
no.467 |
| Page |
pp.41-46 |
| #Pages |
6 |
| Date of Issue |
2013-02-28 (EMM) |