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) |
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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) |
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Keyword(1) |
Support Vector Machine |
Keyword(2) |
Calculation with Figures |
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Calculation Error |
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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 |
4 |
Date of Issue |
2017-11-25 (ET) |