Paper Abstract and Keywords |
Presentation |
2018-06-14 12:25
[Invited Talk]
Application of sparse modeling to geosciences Tatsu Kuwatani (JAMSTEC/JST PRESTO) CAS2018-5 VLD2018-8 SIP2018-25 MSS2018-5 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The essence of geosciences is an inverse problem. It is important to extract essential information from data with noise and uncertainty. In this presentation, we introduce some applications of sparse modeling to various problems in geosciences, and also discuss the importance of data-driven analysis. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Inverse problem / Data-driven science / Sparse modeling / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 84, SIP2018-25, pp. 23-25, June 2018. |
Paper # |
SIP2018-25 |
Date of Issue |
2018-06-07 (CAS, VLD, SIP, MSS) |
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 |
CAS2018-5 VLD2018-8 SIP2018-25 MSS2018-5 |
Conference Information |
Committee |
CAS SIP MSS VLD |
Conference Date |
2018-06-14 - 2018-06-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido Univ. (Frontier Research in Applied Sciences Build.) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
System and Signal Processing, etc |
Paper Information |
Registration To |
SIP |
Conference Code |
2018-06-CAS-SIP-MSS-VLD |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Application of sparse modeling to geosciences |
Sub Title (in English) |
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Inverse problem |
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Data-driven science |
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Sparse modeling |
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1st Author's Name |
Tatsu Kuwatani |
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Japan Agency for Marine-earth Science and Technology/Japan Science and Technology Agency (JAMSTEC/JST PRESTO) |
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Speaker |
Author-1 |
Date Time |
2018-06-14 12:25:00 |
Presentation Time |
60 minutes |
Registration for |
SIP |
Paper # |
CAS2018-5, VLD2018-8, SIP2018-25, MSS2018-5 |
Volume (vol) |
vol.118 |
Number (no) |
no.82(CAS), no.83(VLD), no.84(SIP), no.85(MSS) |
Page |
pp.23-25 |
#Pages |
3 |
Date of Issue |
2018-06-07 (CAS, VLD, SIP, MSS) |
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