Paper Abstract and Keywords |
Presentation |
2021-01-29 09:10
How to create a dataset for stock price forecasting using NN Fuya Kaneda, Kousuke Kato, Kazuya Ozawa, Kaito Isogai, Hideaki Okazaki (SIT) CAS2020-56 ICTSSL2020-41 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this report,we discuss how to build a Neural Network (NN) for Stock price forecasting.First,we briefly explain about LongShort Term Memory (LSTM) Neural Networks.Secondly,we introduce a dataset creation.
Thirdly,an example of the stock price forecasting result is obtained by MATLAB.
Finally,we summarize the concluding remarks and the future research. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Neural Network / LSTM / Stock price forecast / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 346, CAS2020-56, pp. 97-100, Jan. 2021. |
Paper # |
CAS2020-56 |
Date of Issue |
2021-01-21 (CAS, ICTSSL) |
ISSN |
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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CAS2020-56 ICTSSL2020-41 |
Conference Information |
Committee |
CAS ICTSSL |
Conference Date |
2021-01-28 - 2021-01-29 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Students session, General session |
Paper Information |
Registration To |
CAS |
Conference Code |
2021-01-CAS-ICTSSL |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
How to create a dataset for stock price forecasting using NN |
Sub Title (in English) |
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Neural Network |
Keyword(2) |
LSTM |
Keyword(3) |
Stock price forecast |
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1st Author's Name |
Fuya Kaneda |
1st Author's Affiliation |
Shonan Institure of Technology (SIT) |
2nd Author's Name |
Kousuke Kato |
2nd Author's Affiliation |
Shonan Institure of Technology (SIT) |
3rd Author's Name |
Kazuya Ozawa |
3rd Author's Affiliation |
Shonan Institure of Technology (SIT) |
4th Author's Name |
Kaito Isogai |
4th Author's Affiliation |
Shonan Institure of Technology (SIT) |
5th Author's Name |
Hideaki Okazaki |
5th Author's Affiliation |
Shonan Institure of Technology (SIT) |
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Speaker |
Author-1 |
Date Time |
2021-01-29 09:10:00 |
Presentation Time |
20 minutes |
Registration for |
CAS |
Paper # |
CAS2020-56, ICTSSL2020-41 |
Volume (vol) |
vol.120 |
Number (no) |
no.346(CAS), no.347(ICTSSL) |
Page |
pp.97-100 |
#Pages |
4 |
Date of Issue |
2021-01-21 (CAS, ICTSSL) |
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