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| Presentation | 2011-01-25 13:55 Prediction of Stock Price Fluctuation using Support Vector Machine Ryo Fuchii, Ning Zhong (Maebashi Institute of Technology)  KBSE2010-42 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Electronic Share Certificate System is executed with rapid development of the information technology in recent years. As a result, the stock investment becomes more familiar. The investor needs an accurate prediction to get more profit. A technical analysis that is an existing stock prices analysis technique is an index that doesn't forecast the future but confirms the existing state of things and judges the buying and selling. In this research, we predict directionality of the fluctuation of stock price from both sides of the classification problem and the regression problem using Support Vector Machine (SVM) that is one of data mining techniques. and, aim at the forecast of high accuracy in combining technical analysis. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Support Vector Machine / SVM / Stock Price / Fluctuation Prediction / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 386, KBSE2010-42, pp. 43-48, Jan. 2011. | |
| Paper # | KBSE2010-42 | |
| Date of Issue | 2011-01-17 (KBSE) | |
| 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 | KBSE2010-42 |
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| Conference Information | |
| Committee | KBSE |
| Conference Date | 2011-01-24 - 2011-01-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Knowledge-Based Software Engineering, etc. |
| Paper Information | |
| Registration To | KBSE |
| Conference Code | 2011-01-KBSE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Prediction of Stock Price Fluctuation using Support Vector Machine |
| Sub Title (in English) | |
| Keyword(1) | Support Vector Machine |
| Keyword(2) | SVM |
| Keyword(3) | Stock Price |
| Keyword(4) | Fluctuation Prediction |
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| 1st Author's Name | Ryo Fuchii |
| 1st Author's Affiliation | Maebashi Institute of Technology (Maebashi Institute of Technology) |
| 2nd Author's Name | Ning Zhong |
| 2nd Author's Affiliation | Maebashi Institute of Technology (Maebashi Institute of Technology) |
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| Speaker | Author-1 |
| Date Time | 2011-01-25 13:55:00 |
| Presentation Time | 45 minutes |
| Registration for | KBSE |
| Paper # | KBSE2010-42 |
| Volume (vol) | vol.110 |
| Number (no) | no.386 |
| Page | pp.43-48 |
| #Pages | 6 |
| Date of Issue | 2011-01-17 (KBSE) |
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