Paper Abstract and Keywords |
Presentation |
2018-04-26 16:25
Construction Methods of Probabilistic Boolean Networks Based on Imperfect Information Katsuaki Umiji, Koichi Kobayashi, Yuh Yamashita (Hokkaido Univ.) NLP2018-11 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
A probabilistic Boolean network (PBN) is one of the mathematical models of gene regulatory networks. In a Boolean network, expression of a gene is approximated by a binary value, and its time evolution is expressed by Boolean functions. In a PBN, Boolean functions are switched probabilistically. In this paper, we propose a construction method of a PBN from imperfect information. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
systems biology / probabilistic Boolean networks / matrix-based representation / linear programming / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 15, NLP2018-11, pp. 49-52, April 2018. |
Paper # |
NLP2018-11 |
Date of Issue |
2018-04-19 (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) |
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NLP2018-11 |
Conference Information |
Committee |
NLP |
Conference Date |
2018-04-26 - 2018-04-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kumaoto Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Discrete Dynamical Systems, Sequences, etc |
Paper Information |
Registration To |
NLP |
Conference Code |
2018-04-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Construction Methods of Probabilistic Boolean Networks Based on Imperfect Information |
Sub Title (in English) |
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systems biology |
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probabilistic Boolean networks |
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matrix-based representation |
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linear programming |
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1st Author's Name |
Katsuaki Umiji |
1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
2nd Author's Name |
Koichi Kobayashi |
2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
3rd Author's Name |
Yuh Yamashita |
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Hokkaido University (Hokkaido Univ.) |
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Speaker |
Author-2 |
Date Time |
2018-04-26 16:25:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2018-11 |
Volume (vol) |
vol.118 |
Number (no) |
no.15 |
Page |
pp.49-52 |
#Pages |
4 |
Date of Issue |
2018-04-19 (NLP) |
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