Paper Abstract and Keywords |
Presentation |
2008-03-10 13:10
* Tong Niu, Yoshio Iwai, Masahiko Yachida (Osaka Univ.) IE2007-286 PRMU2007-270 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, diversity of crimes has become a major social problem, calling for reinforcements in security
systems. The objective of the author ’s research is to create a system that automatically detects unknown behaviors
as exceptions. Such systems require retraining of the whole system when supplementing a new behavior into the
model. In this research, the authors aim to segment the behaviors, based on predictability of the recurrent neural
network, for retraining only the sub-model for supplementation. In this paper, the authors present the results of
the preliminary experiments evaluating the model ’s prediction capability. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
RNN / Predictor Model / Segmentation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 107, no. 539, PRMU2007-270, pp. 157-161, March 2008. |
Paper # |
PRMU2007-270 |
Date of Issue |
2008-03-03 (IE, PRMU) |
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 |
IE2007-286 PRMU2007-270 |
Conference Information |
Committee |
PRMU IE |
Conference Date |
2008-03-10 - 2008-03-11 |
Place (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
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JAIST |
Paper Information |
Registration To |
PRMU |
Conference Code |
2008-03-PRMU-IE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
* |
Sub Title (in English) |
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RNN |
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Predictor Model |
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Segmentation |
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1st Author's Name |
Tong Niu |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Yoshio Iwai |
2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
3rd Author's Name |
Masahiko Yachida |
3rd Author's Affiliation |
Osaka University (Osaka Univ.) |
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Speaker |
Author-1 |
Date Time |
2008-03-10 13:10:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
IE2007-286, PRMU2007-270 |
Volume (vol) |
vol.107 |
Number (no) |
no.538(IE), no.539(PRMU) |
Page |
pp.157-161 |
#Pages |
5 |
Date of Issue |
2008-03-03 (IE, PRMU) |
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