Paper Abstract and Keywords |
Presentation |
2009-12-21 13:50
A Searching Method of Plural Dynamic Bayesian Networks Structures Using an Evolutionary Algorithm Kousuke Shibata, Hidehiro Nakano, Arata Miyauchi (Tokyo City Univ.) NLP2009-132 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, the author presents an Immune Algorithm(IA) for learning the network structure of DBNs. In the conventional research, they proposed the method of structure learning with heuristic method. We can acquire only one result by conventional method. However, it is better to acquire several results on practical use. Because, we propose the method that can acquire various results. We evaluate the effectiveness of proposal method with numeric experiments. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Dynamic Bayesian Networks / Structure Learning / Evolutionary Algorithm / Imunne Algorithm / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 354, NLP2009-132, pp. 33-36, Dec. 2009. |
Paper # |
NLP2009-132 |
Date of Issue |
2009-12-14 (NLP) |
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 |
NLP2009-132 |
Conference Information |
Committee |
NLP |
Conference Date |
2009-12-21 - 2009-12-21 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
NLP |
Conference Code |
2009-12-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Searching Method of Plural Dynamic Bayesian Networks Structures Using an Evolutionary Algorithm |
Sub Title (in English) |
|
Keyword(1) |
Dynamic Bayesian Networks |
Keyword(2) |
Structure Learning |
Keyword(3) |
Evolutionary Algorithm |
Keyword(4) |
Imunne Algorithm |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Kousuke Shibata |
1st Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
2nd Author's Name |
Hidehiro Nakano |
2nd Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
3rd Author's Name |
Arata Miyauchi |
3rd Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2009-12-21 13:50:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2009-132 |
Volume (vol) |
vol.109 |
Number (no) |
no.354 |
Page |
pp.33-36 |
#Pages |
4 |
Date of Issue |
2009-12-14 (NLP) |
|