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| Presentation | 2015-10-25 11:30 A Study of the Judging Methods using the Machine Learning in Authentication System using the Mouse Operation Trajectory Akito Itakura, Yoshihiro Kita (Tokyo Univ. of Tech.), Mirang Park (Kanagawa Institute of Tech.), Naonobu Okazaki (Univ. of Miyazaki)  BioX2015-29 MBE2015-40 NC2015-24 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The authentication systems using operation trajectory by the mouse are reported. These methods have the low authentication accuracy, as compared with other biometrics authentication. In this paper, the mouse operation is stabilized by the mouse pad which are drawn the lines for operation supporting, and, our system learns the behavioral features of users by machine leanings for judging the user. We expects the practical application of the authentication methods using the mouse operation trajectory by the improvement of authentication accuracy by our method. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Mouse operation trajectory / Authentication / Self-organizing map / Support vector machine / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 266, BioX2015-29, pp. 43-46, Oct. 2015. | |
| Paper # | BioX2015-29 | |
| Date of Issue | 2015-10-18 (BioX, MBE, NC) | |
| 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 | BioX2015-29 MBE2015-40 NC2015-24 |
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| Conference Information | |
| Committee | MBE BioX NC |
| Conference Date | 2015-10-25 - 2015-10-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Electro-Communication University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | BioX |
| Conference Code | 2015-10-MBE-BioX-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of the Judging Methods using the Machine Learning in Authentication System using the Mouse Operation Trajectory |
| Sub Title (in English) | |
| Keyword(1) | Mouse operation trajectory |
| Keyword(2) | Authentication |
| Keyword(3) | Self-organizing map |
| Keyword(4) | Support vector machine |
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| 1st Author's Name | Akito Itakura |
| 1st Author's Affiliation | Tokyo University of Technology (Tokyo Univ. of Tech.) |
| 2nd Author's Name | Yoshihiro Kita |
| 2nd Author's Affiliation | Tokyo University of Technology (Tokyo Univ. of Tech.) |
| 3rd Author's Name | Mirang Park |
| 3rd Author's Affiliation | Kanagawa Institute of Technology (Kanagawa Institute of Tech.) |
| 4th Author's Name | Naonobu Okazaki |
| 4th Author's Affiliation | University of Miyazaki (Univ. of Miyazaki) |
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| Speaker | Author-2 |
| Date Time | 2015-10-25 11:30:00 |
| Presentation Time | 20 minutes |
| Registration for | BioX |
| Paper # | BioX2015-29, MBE2015-40, NC2015-24 |
| Volume (vol) | vol.115 |
| Number (no) | no.266(BioX), no.267(MBE), no.268(NC) |
| Page | pp.43-46 |
| #Pages | 4 |
| Date of Issue | 2015-10-18 (BioX, MBE, NC) |
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