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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)
Download PDF 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)  
Keyword(1) 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
Date of Issue 2021-01-21 (CAS, ICTSSL) 


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