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Paper Abstract and Keywords
Presentation 2017-12-02 11:20
A study of feature extraction and visualization for hand calculation algorithm for false prediction
Keita Yamzaki, Yuzuki Sato, Arimitsu shikoda (TGU) ET2017-70
Abstract (in Japanese) (See Japanese page) 
(in English) A feature extraction and visualization technique on column calculation algorithm for false prediction utilizing a machine learning is discussed. In general, the difficulty of manual column calculation depends on a internal features of the equations throughout a calculation process. We propose a questioners and the answers model to simulate whether relatively small size of training data are effective to predict calculation failure in tests.
Keyword (in Japanese) (See Japanese page) 
(in English) Support Vector Machine / Calculation with Figures / Calculation Error / Feature Quantity Extraction / / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 335, ET2017-70, pp. 13-16, Dec. 2017.
Paper # ET2017-70 
Date of Issue 2017-11-25 (ET) 
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 ET2017-70

Conference Information
Committee ET  
Conference Date 2017-12-02 - 2017-12-02 
Place (in Japanese) (See Japanese page) 
Place (in English) Kanazawa Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Education & Learning Support Platform, etc. 
Paper Information
Registration To ET 
Conference Code 2017-12-ET 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A study of feature extraction and visualization for hand calculation algorithm for false prediction 
Sub Title (in English)  
Keyword(1) Support Vector Machine  
Keyword(2) Calculation with Figures  
Keyword(3) Calculation Error  
Keyword(4) Feature Quantity Extraction  
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1st Author's Name Keita Yamzaki  
1st Author's Affiliation Touhoku Gakuin University (TGU)
2nd Author's Name Yuzuki Sato  
2nd Author's Affiliation Touhoku Gakuin University (TGU)
3rd Author's Name Arimitsu shikoda  
3rd Author's Affiliation Touhoku Gakuin University (TGU)
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Speaker Author-1 
Date Time 2017-12-02 11:20:00 
Presentation Time 25 minutes 
Registration for ET 
Paper # ET2017-70 
Volume (vol) vol.117 
Number (no) no.335 
Page pp.13-16 
#Pages
Date of Issue 2017-11-25 (ET) 


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